Browse Source

Initial commit V1

Faure Paul 2 years ago
commit
5122467dfe
100 changed files with 531212 additions and 0 deletions
  1. 0
    0
      .gitignore
  2. 0
    0
      README.md
  3. 13813
    0
      artificial/2d-10c.arff
  4. 1527
    0
      artificial/2d-20c-no0.arff
  5. 727
    0
      artificial/2d-3c-no123.arff
  6. 873
    0
      artificial/2d-4c-no4.arff
  7. 886
    0
      artificial/2d-4c-no9.arff
  8. 1271
    0
      artificial/2d-4c.arff
  9. 1013
    0
      artificial/2dnormals.arff
  10. 2013
    0
      artificial/2sp2glob.arff
  11. 324
    0
      artificial/3-spiral.arff
  12. 412
    0
      artificial/3MC.arff
  13. 3111
    0
      artificial/D31.arff
  14. 589
    0
      artificial/DS-577.arff
  15. 862
    0
      artificial/DS-850.arff
  16. 610
    0
      artificial/R15.arff
  17. 800
    0
      artificial/aggregation.arff
  18. 819
    0
      artificial/aml28.arff
  19. 820
    0
      artificial/atom.arff
  20. 4818
    0
      artificial/banana.arff
  21. 100006
    0
      artificial/birch-rg1.arff
  22. 100006
    0
      artificial/birch-rg2.arff
  23. 100006
    0
      artificial/birch-rg3.arff
  24. 311
    0
      artificial/blobs.arff
  25. 4207
    0
      artificial/bruit.arff
  26. 314
    0
      artificial/bruite_convexe.arff
  27. 3009
    0
      artificial/carre.arff
  28. 1013
    0
      artificial/cassini.arff
  29. 1020
    0
      artificial/chainlink.arff
  30. 1020
    0
      artificial/circle.arff
  31. 8010
    0
      artificial/cluto-t4-8k.arff
  32. 8010
    0
      artificial/cluto-t5-8k.arff
  33. 10013
    0
      artificial/cluto-t7-10k.arff
  34. 8013
    0
      artificial/cluto-t8-8k.arff
  35. 2560
    0
      artificial/complex8.arff
  36. 3040
    0
      artificial/complex9.arff
  37. 410
    0
      artificial/compound.arff
  38. 1008
    0
      artificial/convexe_bien_separe.arff
  39. 2007
    0
      artificial/convexe_identifie.arff
  40. 4115
    0
      artificial/convexe_mal_separe.arff
  41. 1022
    0
      artificial/cuboids.arff
  42. 2007
    0
      artificial/cure-t0-2000n-2D.arff
  43. 2007
    0
      artificial/cure-t1-2000n-2D.arff
  44. 4207
    0
      artificial/cure-t2-4k.arff
  45. 1007
    0
      artificial/curves1.arff
  46. 1007
    0
      artificial/curves2.arff
  47. 1007
    0
      artificial/dartboard1.arff
  48. 1007
    0
      artificial/dartboard2.arff
  49. 3007
    0
      artificial/dense-disk-3000.arff
  50. 5007
    0
      artificial/dense-disk-5000.arff
  51. 1007
    0
      artificial/densite_variable.arff
  52. 3009
    0
      artificial/diamond.arff
  53. 3009
    0
      artificial/diamond9.arff
  54. 1008
    0
      artificial/disk-1000n.arff
  55. 3007
    0
      artificial/disk-3000n.arff
  56. 4007
    0
      artificial/disk-4000n.arff
  57. 4508
    0
      artificial/disk-4500n.arff
  58. 4607
    0
      artificial/disk-4600n.arff
  59. 5008
    0
      artificial/disk-5000n.arff
  60. 6007
    0
      artificial/disk-6000n.arff
  61. 1007
    0
      artificial/donut1.arff
  62. 1007
    0
      artificial/donut2.arff
  63. 1006
    0
      artificial/donut3.arff
  64. 1007
    0
      artificial/donutcurves.arff
  65. 4011
    0
      artificial/dpb.arff
  66. 1011
    0
      artificial/dpc.arff
  67. 599
    0
      artificial/ds2c2sc13.arff
  68. 916
    0
      artificial/ds3c3sc6.arff
  69. 496
    0
      artificial/ds4c2sc8.arff
  70. 523
    0
      artificial/elliptical_10_2.arff
  71. 2809
    0
      artificial/elly-2d10c13s.arff
  72. 2809
    0
      artificial/elly.arff
  73. 4115
    0
      artificial/engytime.arff
  74. 250
    0
      artificial/flame.arff
  75. 1008
    0
      artificial/fourty.arff
  76. 110
    0
      artificial/gaussians1.arff
  77. 4022
    0
      artificial/golfball.arff
  78. 232
    0
      artificial/hepta.arff
  79. 818
    0
      artificial/hypercube.arff
  80. 3683
    0
      artificial/impossible.arff
  81. 41
    0
      artificial/insect.arff
  82. 377
    0
      artificial/jain.arff
  83. 1010
    0
      artificial/long1.arff
  84. 1010
    0
      artificial/long2.arff
  85. 1010
    0
      artificial/long3.arff
  86. 909
    0
      artificial/longsquare.arff
  87. 3009
    0
      artificial/losange.arff
  88. 419
    0
      artificial/lsun.arff
  89. 13475
    0
      artificial/mopsi-finland.arff
  90. 4598
    0
      artificial/mopsi-joensuu.arff
  91. 1007
    0
      artificial/non_convexe.arff
  92. 313
    0
      artificial/pathbased.arff
  93. 657
    0
      artificial/pmf.arff
  94. 1035
    0
      artificial/rectangles.arff
  95. 1009
    0
      artificial/rings.arff
  96. 5007
    0
      artificial/s-set1.arff
  97. 5015
    0
      artificial/s-set2.arff
  98. 5012
    0
      artificial/s-set3.arff
  99. 5012
    0
      artificial/s-set4.arff
  100. 0
    0
      artificial/shapes.arff

+ 0
- 0
.gitignore View File


+ 0
- 0
README.md View File


+ 13813
- 0
artificial/2d-10c.arff
File diff suppressed because it is too large
View File


+ 1527
- 0
artificial/2d-20c-no0.arff
File diff suppressed because it is too large
View File


+ 727
- 0
artificial/2d-3c-no123.arff View File

@@ -0,0 +1,727 @@
1
+% Data from J. Handl
2
+% http://personalpages.manchester.ac.uk/mbs/Julia.Handl/generators.html
3
+%
4
+@RELATION 2d-3c-no123
5
+
6
+@ATTRIBUTE a0 REAL
7
+@ATTRIBUTE a1 REAL
8
+@ATTRIBUTE class {0,1,2}
9
+
10
+@DATA
11
+-0.499261,-0.0612356,0
12
+-1.51369,0.265446,0
13
+-1.60321,0.362039,0
14
+-1.69928,-0.384246,0
15
+-2.29929,-0.358038,0
16
+-1.63458,-0.129039,0
17
+-1.48285,-0.450253,0
18
+-1.56683,0.241292,0
19
+-2.25832,-0.118366,0
20
+-1.48695,-0.226327,0
21
+-0.711746,-0.655026,0
22
+-1.18149,-0.117645,0
23
+-0.748501,0.0398234,0
24
+-1.54619,0.271163,0
25
+-2.23412,-0.0707176,0
26
+-2.09035,-0.580596,0
27
+-2.19918,-0.364972,0
28
+-2.29264,-0.384073,0
29
+-1.71823,-0.411015,0
30
+-2.45656,-0.528023,0
31
+-0.551482,-0.289495,0
32
+-0.136403,-0.443648,0
33
+-1.79109,-0.20819,0
34
+-1.23299,-0.0566847,0
35
+-2.16965,-0.398822,0
36
+-2.04045,0.429838,0
37
+-1.68399,-0.201117,0
38
+-1.46419,-0.0441746,0
39
+-1.13619,-0.892017,0
40
+-1.51035,-0.921798,0
41
+-1.50599,-0.752517,0
42
+-1.23767,0.389077,0
43
+-2.43665,-0.218041,0
44
+-1.35069,-0.3323,0
45
+-1.01149,-0.0714108,0
46
+-2.36843,-0.587694,0
47
+-0.475282,-0.558479,0
48
+-1.7325,-0.249313,0
49
+-1.07224,-0.201785,0
50
+-2.81079,-0.242085,0
51
+-0.451435,-0.318935,0
52
+-2.45931,-0.296224,0
53
+-1.09573,0.178281,0
54
+-0.798153,0.105336,0
55
+-1.40704,-0.694274,0
56
+-2.04748,0.124415,0
57
+-0.388075,-0.210231,0
58
+-2.45275,0.0894885,0
59
+-2.47512,0.22881,0
60
+-0.777604,-0.128458,0
61
+-1.61801,-0.215364,0
62
+-2.34644,-0.129468,0
63
+-0.587985,0.0297594,0
64
+-2.54921,-0.272282,0
65
+-2.33773,0.265582,0
66
+-1.08436,-0.233094,0
67
+-1.7235,0.240157,0
68
+-1.112,-0.195613,0
69
+-0.577581,-0.428117,0
70
+-2.51468,-0.24391,0
71
+-2.31301,-0.294402,0
72
+-1.30393,0.114933,0
73
+-1.17892,0.00162141,0
74
+-2.17878,-0.0703754,0
75
+-0.380086,0.278372,0
76
+-0.685583,-0.466433,0
77
+-0.450885,-0.596072,0
78
+-1.08188,0.165561,0
79
+-2.07714,-0.7923,0
80
+-1.18183,-0.747411,0
81
+-1.70054,-0.616073,0
82
+-0.458942,-0.326455,0
83
+-1.87041,0.173688,0
84
+-2.18208,-0.276524,0
85
+-0.72682,-0.28366,0
86
+-1.44688,-0.309433,0
87
+-0.425964,-0.395437,0
88
+-1.79028,-0.371134,0
89
+-1.05989,0.336678,0
90
+-1.22423,0.385848,0
91
+-1.01251,-0.0440229,0
92
+-2.1894,-0.800676,0
93
+-0.610214,-0.166977,0
94
+-1.19969,-0.296873,0
95
+-1.1779,-0.460586,0
96
+-1.23628,0.338048,0
97
+-2.59617,0.000440827,0
98
+-0.523092,-0.189226,0
99
+-2.26986,-0.701232,0
100
+-0.920545,-0.253044,0
101
+-2.2716,-0.153357,0
102
+-1.26909,-0.701825,0
103
+-1.34999,-0.188381,0
104
+-0.491468,-0.439245,0
105
+-0.866125,-0.535217,0
106
+-0.948274,-0.422032,0
107
+-0.856172,-0.0811541,0
108
+-1.46376,-0.106444,0
109
+-0.503948,-0.186919,0
110
+-1.35059,-0.298855,0
111
+-1.32845,0.0738312,0
112
+-1.46803,-0.463483,0
113
+-2.52355,-0.0288518,0
114
+-1.70461,-0.308081,0
115
+-1.79833,-0.567348,0
116
+-2.08134,-0.626047,0
117
+-1.9585,-0.483281,0
118
+-1.05918,-0.65755,0
119
+-1.38138,0.385008,0
120
+-0.370573,-0.177124,0
121
+-1.78802,0.166309,0
122
+-0.0956844,-0.241934,0
123
+-1.58697,-0.499115,0
124
+-0.214031,-0.249106,0
125
+-1.96844,0.228968,0
126
+-0.394591,-0.180563,0
127
+-0.846852,-0.790622,0
128
+-0.270405,0.0484265,0
129
+-1.11818,-0.00780473,0
130
+-1.5605,0.449574,0
131
+-0.590905,-0.0268632,0
132
+-0.792575,-0.480176,0
133
+-0.892659,0.108067,0
134
+-1.00143,-0.255659,0
135
+-1.83322,0.0895797,0
136
+-0.999252,-0.152005,0
137
+-1.13536,-0.576676,0
138
+-2.39088,-0.17322,0
139
+-0.848488,0.145857,0
140
+-1.25963,-0.229898,0
141
+-0.901266,-0.0276792,0
142
+-1.3271,-0.719731,0
143
+-1.25035,-0.179882,0
144
+-2.47874,-0.493484,0
145
+-0.660601,-0.139362,0
146
+-1.23096,-0.226009,0
147
+-2.61272,-0.386082,0
148
+-1.28171,-0.230228,0
149
+-1.2758,-0.156721,0
150
+-1.32112,-0.197253,0
151
+-1.07067,-0.264054,0
152
+-1.54483,0.0951446,0
153
+-1.24098,0.449815,0
154
+-1.8912,-0.0104886,0
155
+-2.24747,-0.455602,0
156
+-1.34348,0.00126894,0
157
+-0.682757,0.302637,0
158
+-1.48002,-0.296152,0
159
+-1.91735,-0.0567309,0
160
+-1.59833,-0.250893,0
161
+-0.907377,-0.404895,0
162
+-2.54871,-0.199271,0
163
+-1.21384,-0.155317,0
164
+-2.02691,-0.0429434,0
165
+-2.49926,-0.228186,0
166
+-1.11648,-0.248246,0
167
+-0.920864,-0.0332066,0
168
+-1.43114,-0.102615,0
169
+-0.479975,-0.664654,0
170
+-1.87389,0.236099,0
171
+-2.24807,0.18518,0
172
+-1.48213,-0.0686259,0
173
+-1.64908,0.420663,0
174
+-2.25494,-0.320799,0
175
+-1.39161,-0.333832,0
176
+-1.89318,0.100127,0
177
+-1.16233,-0.556081,0
178
+-0.262921,-0.199637,0
179
+-0.155889,-0.181016,0
180
+-0.538167,-0.638279,0
181
+-0.903494,-0.0929054,0
182
+-0.176933,-0.510346,0
183
+-2.51876,-0.190542,0
184
+-2.2614,-0.196072,0
185
+-0.652859,0.239286,0
186
+-2.65633,-0.204368,0
187
+-2.35691,-0.544193,0
188
+-1.33018,-0.239455,0
189
+-1.98605,0.146768,0
190
+-0.467771,-0.484741,0
191
+-1.05931,0.109113,0
192
+-2.31306,-0.149764,0
193
+-0.0177236,-0.165011,0
194
+-1.2631,0.462824,0
195
+-0.52256,0.00976105,0
196
+-2.42881,-0.197367,0
197
+-0.785361,0.273635,0
198
+-2.00577,0.184063,0
199
+-1.16413,-0.563739,0
200
+-2.07677,-0.164574,0
201
+-0.824798,-0.249291,0
202
+-2.65743,-0.220234,0
203
+-1.6997,-0.319241,0
204
+-1.36822,-0.00383654,0
205
+-2.2718,-0.0870985,0
206
+-1.36258,0.0386346,0
207
+-2.43111,-0.63722,0
208
+-1.54477,-0.189808,0
209
+-1.13161,0.264064,0
210
+-1.67036,0.32674,0
211
+-0.754439,0.337697,0
212
+-0.333364,-0.0834828,0
213
+-2.19187,-0.28749,0
214
+-0.5774,-0.616809,0
215
+-1.86773,-0.395942,0
216
+-1.40692,-0.202211,0
217
+-0.764989,0.224183,0
218
+-1.68038,-0.0175977,0
219
+-1.67608,-0.348497,0
220
+-1.9746,0.209459,0
221
+-2.30355,-0.0772107,0
222
+-0.99419,-0.348846,0
223
+-2.44194,-0.210048,0
224
+-1.86043,-0.205542,0
225
+-1.7151,0.216848,0
226
+-0.906181,-0.0586624,0
227
+-1.24948,-0.483848,0
228
+-1.88249,-0.220189,0
229
+-0.671774,0.266806,0
230
+-2.63347,-0.280889,0
231
+-1.20695,-0.201858,0
232
+-1.59495,-0.487181,0
233
+-1.90829,-0.143211,0
234
+-1.07304,-0.254002,0
235
+-1.45799,0.142996,0
236
+-0.967538,0.0374383,0
237
+-2.31758,-0.248441,0
238
+-1.31275,-0.00592393,0
239
+-2.62777,-0.3237,0
240
+-0.670005,-0.710908,0
241
+-1.01785,-0.123012,0
242
+-1.11796,-0.338308,0
243
+-0.994087,-0.291256,0
244
+-1.41394,-0.0414039,0
245
+-1.4606,-0.196794,0
246
+-1.52245,-0.286282,0
247
+-1.21946,-0.240816,0
248
+-0.691053,-0.292521,0
249
+-2.00041,-0.26053,0
250
+-1.90542,-0.750528,0
251
+-0.933791,-0.357619,0
252
+-1.52175,-0.73037,0
253
+-1.62721,-0.0257883,0
254
+-1.77164,-0.39202,0
255
+-1.35963,-0.128588,0
256
+-0.928579,0.0618786,0
257
+-2.0048,-0.264012,0
258
+-1.05305,-0.0806068,0
259
+-1.7438,-0.270436,0
260
+-2.45456,-0.0142089,0
261
+-1.89627,0.11772,0
262
+-1.23953,-0.457355,0
263
+-0.885817,0.12156,0
264
+-2.06675,-0.141921,0
265
+-0.557941,-0.418863,0
266
+-2.63596,-0.102853,0
267
+-2.74866,-0.351796,0
268
+-1.6048,-0.187027,0
269
+-0.450125,-0.335052,0
270
+-2.22308,-0.258855,0
271
+-2.4004,-0.173146,0
272
+-2.11649,-0.131222,0
273
+-1.59946,-0.383557,0
274
+-1.69468,-0.845225,0
275
+-0.221476,1.80389,1
276
+0.0628015,0.390328,1
277
+-0.449465,0.924052,1
278
+-0.0945055,0.977684,1
279
+0.0649535,1.26422,1
280
+-0.445305,1.50516,1
281
+-0.225973,0.253598,1
282
+-0.299763,0.603434,1
283
+-0.197758,1.50009,1
284
+0.113795,0.558188,1
285
+0.064114,1.08612,1
286
+-0.120915,1.5998,1
287
+0.113971,0.844664,1
288
+-0.483109,1.28486,1
289
+-0.0938841,1.61041,1
290
+0.00179402,0.487022,1
291
+-0.415814,0.707531,1
292
+-0.287276,1.4299,1
293
+-0.0666446,1.52168,1
294
+0.0724349,1.05436,1
295
+0.0588847,0.843051,1
296
+-0.0509464,0.455074,1
297
+0.0194443,0.86389,1
298
+-0.0919648,1.20257,1
299
+-0.0511768,1.73653,1
300
+-0.277182,1.02118,1
301
+-0.150938,1.63724,1
302
+-0.453181,1.11879,1
303
+-0.327101,1.22295,1
304
+0.118602,1.29304,1
305
+-0.284356,1.5472,1
306
+-0.137615,0.534716,1
307
+-0.135678,1.38574,1
308
+0.0316148,1.32787,1
309
+0.0444705,1.07117,1
310
+-0.071398,0.939851,1
311
+-0.0797294,1.11851,1
312
+-0.381724,0.571095,1
313
+-0.240608,1.17521,1
314
+-0.3329,1.38001,1
315
+0.286967,0.52995,1
316
+-0.34667,1.69702,1
317
+-0.221653,1.47778,1
318
+0.0850845,0.83911,1
319
+-0.4808,1.46247,1
320
+-0.323461,0.347257,1
321
+-0.0752606,0.959864,1
322
+-0.135714,1.38363,1
323
+-0.145468,1.77838,1
324
+0.0178782,0.548708,1
325
+0.171958,0.981572,1
326
+-0.0378176,1.86252,1
327
+0.0456633,0.573811,1
328
+0.110775,1.275,1
329
+-0.0446775,0.446026,1
330
+-0.403459,1.45095,1
331
+0.153763,1.32336,1
332
+-0.0170671,0.956764,1
333
+0.0201026,0.642278,1
334
+-0.0785571,1.28404,1
335
+-0.097013,1.48395,1
336
+-0.408621,0.791373,1
337
+-0.0977954,0.504033,1
338
+0.0617912,1.73947,1
339
+-0.157132,1.14187,1
340
+-0.234232,1.23414,1
341
+0.0989579,0.329103,1
342
+-0.0694159,0.900879,1
343
+-0.243241,1.27004,1
344
+-0.0516125,1.04137,1
345
+-0.0510944,1.67904,1
346
+-0.450845,1.21386,1
347
+0.133506,0.918825,1
348
+-0.0441808,0.584322,1
349
+-0.0796568,1.06362,1
350
+0.00895659,1.16578,1
351
+-0.171278,1.38982,1
352
+-0.200504,0.842022,1
353
+-0.0779112,0.896374,1
354
+0.12958,0.875152,1
355
+-0.195978,1.38031,1
356
+-0.0399658,1.17369,1
357
+0.263052,0.940845,1
358
+-0.109524,1.31844,1
359
+-0.0365369,1.75382,1
360
+0.00319596,1.62308,1
361
+-0.114191,0.868625,1
362
+-0.0599482,1.58766,1
363
+-0.301544,0.482043,1
364
+-0.290719,1.51833,1
365
+0.215288,0.484665,1
366
+0.145087,0.939982,1
367
+-0.285355,1.39515,1
368
+0.137718,1.39013,1
369
+-0.21872,1.0693,1
370
+-0.058785,1.09472,1
371
+-0.148826,0.421336,1
372
+-0.173225,1.63989,1
373
+-0.16585,0.23755,1
374
+-0.0670777,0.739349,1
375
+0.0624433,0.790256,1
376
+-0.0622073,0.134981,1
377
+-0.139193,1.42813,1
378
+0.071182,1.57077,1
379
+-0.0764813,0.442831,1
380
+-0.0252632,0.590601,1
381
+-0.412715,1.34366,1
382
+-0.0189936,0.571445,1
383
+-0.0241188,0.391592,1
384
+-0.433175,1.65326,1
385
+0.16014,0.847518,1
386
+0.026278,0.812382,1
387
+-0.424726,1.6355,1
388
+-0.0500786,0.864937,1
389
+-0.0389626,1.46401,1
390
+-0.208568,1.30763,1
391
+-0.150434,0.639779,1
392
+-0.174114,0.481157,1
393
+-0.383223,1.17413,1
394
+-0.107578,0.41501,1
395
+-0.243899,0.670048,1
396
+-0.145815,1.71466,1
397
+-0.101783,0.239203,1
398
+-0.220943,0.695022,1
399
+-0.170138,0.246895,1
400
+-0.118207,1.67269,1
401
+-0.512245,1.24415,1
402
+-0.0677561,0.814863,1
403
+-0.147974,1.02197,1
404
+0.26028,1.44005,1
405
+-0.0921231,1.71351,1
406
+-0.0297554,1.09905,1
407
+-0.0308808,0.522974,1
408
+-0.267703,1.09899,1
409
+-0.142375,1.60357,1
410
+-0.235689,1.44652,1
411
+0.0903991,1.49328,1
412
+-0.224848,1.30853,1
413
+-0.197188,0.801384,1
414
+0.257356,0.606282,1
415
+0.275021,0.524446,1
416
+0.182085,0.65414,1
417
+0.110281,1.5844,1
418
+-0.0247007,1.83618,1
419
+0.255876,1.25756,1
420
+-0.208223,1.57764,1
421
+-0.143025,1.02093,1
422
+-0.0305741,0.165036,1
423
+-0.095719,0.993328,1
424
+-0.0445955,1.34423,1
425
+0.0321718,0.875593,1
426
+-0.104128,0.715103,1
427
+0.177718,1.44592,1
428
+0.0805679,1.41248,1
429
+0.0301072,0.329267,1
430
+-0.460335,0.83775,1
431
+-0.354584,0.955651,1
432
+0.0609385,1.53064,1
433
+-0.265349,1.07061,1
434
+-0.179555,0.380315,1
435
+0.0348655,0.248394,1
436
+0.341081,0.959372,1
437
+0.205305,1.40579,1
438
+0.283352,0.575172,1
439
+-0.121572,0.407148,1
440
+0.0153434,1.18639,1
441
+0.000351283,0.559597,1
442
+-0.162438,1.65112,1
443
+-0.165396,0.91366,1
444
+-0.0049594,0.386976,1
445
+0.0789397,0.957299,1
446
+-0.14054,0.978749,1
447
+0.276164,0.606887,1
448
+-0.133047,0.70386,1
449
+-0.0189297,0.590956,1
450
+-0.129559,0.916275,1
451
+-0.119935,1.05546,1
452
+-0.0315159,0.892854,1
453
+-0.255484,0.332388,1
454
+-0.0216753,0.912596,1
455
+-0.150311,1.1778,1
456
+-0.0326333,0.473968,1
457
+-0.137459,1.0146,1
458
+-0.13162,1.08456,1
459
+-0.125477,1.42501,1
460
+-0.128437,1.46515,1
461
+-0.0502145,0.528265,1
462
+-0.237008,0.617917,1
463
+0.0435761,1.37169,1
464
+0.120427,0.26561,1
465
+-0.2166,0.921127,1
466
+-0.351496,0.936248,1
467
+0.0188642,1.59617,1
468
+-0.0348755,1.43833,1
469
+0.0813845,0.889078,1
470
+0.104457,1.22989,1
471
+-0.100942,1.58996,1
472
+-0.356178,0.94761,1
473
+0.128263,0.425169,1
474
+-0.055709,1.41575,1
475
+-0.30003,0.928726,1
476
+-0.158442,0.960447,1
477
+-0.0253205,0.380094,1
478
+0.0096237,0.914341,1
479
+-0.101562,0.692279,1
480
+-0.278423,0.531773,1
481
+-0.157747,1.26965,1
482
+-0.401362,1.24346,1
483
+0.104566,1.32556,1
484
+-0.405869,1.32633,1
485
+-0.022569,1.11118,1
486
+-0.205173,0.371824,1
487
+-0.193316,1.85371,1
488
+-0.331151,1.74258,1
489
+0.254298,1.22356,1
490
+-0.0730526,1.173,1
491
+-0.10987,1.45879,1
492
+-0.242254,1.30347,1
493
+-0.402079,1.60137,1
494
+-0.272936,1.11467,1
495
+-0.451805,1.07022,1
496
+-0.0282765,0.440982,1
497
+-0.274462,0.731676,1
498
+-0.19953,1.87935,1
499
+-0.252471,0.72655,1
500
+-0.217698,0.340898,1
501
+-0.0865716,1.00433,1
502
+0.20557,0.825704,1
503
+-0.112931,0.82479,1
504
+-0.326491,1.42021,1
505
+-0.513197,1.08592,1
506
+-0.0469209,1.1431,1
507
+0.0130794,1.83835,1
508
+-0.110435,1.29065,1
509
+0.0542224,0.877905,1
510
+-0.00768476,1.56088,1
511
+-0.033461,0.685315,1
512
+-0.0962732,1.0685,1
513
+-0.0646786,1.21456,1
514
+-0.0255293,0.28262,1
515
+-0.137159,0.666667,1
516
+-0.129757,0.990801,1
517
+-0.40374,0.638969,1
518
+-0.107398,1.04017,1
519
+-0.169413,0.959483,1
520
+-0.226235,1.60479,1
521
+0.0472491,1.25695,1
522
+0.164889,1.58827,1
523
+-0.412457,0.72989,1
524
+-0.198961,1.73059,1
525
+0.00918464,0.656006,1
526
+0.204469,0.672732,1
527
+-0.1307,0.634943,1
528
+-0.429805,0.809201,1
529
+-0.132356,1.57377,1
530
+-0.171511,1.13626,1
531
+0.152904,0.384054,1
532
+0.138244,0.524834,1
533
+0.126434,1.23811,1
534
+-0.338709,1.58566,1
535
+0.154001,0.829024,1
536
+-0.102258,1.24178,1
537
+-0.188332,1.43998,1
538
+-0.491601,0.970934,1
539
+0.0268555,0.438899,1
540
+-0.111568,1.49721,1
541
+-0.274154,0.334417,1
542
+-0.192578,1.77894,1
543
+-0.177818,1.26228,1
544
+0.0392896,0.502275,1
545
+-0.254498,1.26541,1
546
+-0.120459,0.213602,1
547
+-0.329975,0.969496,1
548
+0.133041,1.38639,1
549
+0.0308463,0.674489,1
550
+-0.134873,0.365133,1
551
+-0.287833,1.5708,1
552
+0.110788,0.653265,1
553
+0.205297,0.916799,1
554
+-0.235038,0.736713,1
555
+-0.149685,1.65968,1
556
+-0.0227764,1.85023,1
557
+-0.301898,0.718752,1
558
+-0.0930542,0.804397,1
559
+-0.0979807,1.77507,1
560
+0.232383,1.02268,1
561
+-0.131119,0.838356,1
562
+-0.112713,1.31853,1
563
+-0.388593,1.67695,1
564
+-0.347113,1.36547,1
565
+-0.0384905,0.941842,1
566
+-0.207305,0.834538,1
567
+-0.161057,1.60938,1
568
+-0.0265702,0.307781,1
569
+-7.69908e-05,0.661771,1
570
+-0.108911,1.70594,1
571
+-0.386316,1.44223,1
572
+-0.0986082,1.0825,1
573
+0.0431659,1.01375,1
574
+-0.216798,1.44131,1
575
+0.171647,1.52091,1
576
+0.286649,1.12091,1
577
+-0.192133,1.76339,1
578
+-0.135096,1.04671,1
579
+-0.274375,1.65021,1
580
+-0.12755,1.46388,1
581
+-0.0921296,1.49382,1
582
+0.0601406,1.81602,1
583
+-0.170709,1.52594,1
584
+-0.16028,0.8511,1
585
+-0.0328736,1.14454,1
586
+-0.0588149,0.291776,1
587
+-0.158546,0.49083,1
588
+-0.0460976,0.330761,1
589
+-0.0531423,1.39238,1
590
+-0.154452,1.72369,1
591
+-0.166084,1.02985,1
592
+-0.421428,0.579461,1
593
+0.0412753,0.432033,1
594
+0.0221903,0.485386,1
595
+0.155432,0.747291,1
596
+-0.0587434,1.22234,1
597
+-0.0738172,0.378851,1
598
+-0.0371703,0.950456,1
599
+-0.0490195,1.39597,1
600
+-0.12317,1.39636,1
601
+0.00633874,0.423047,1
602
+-0.325464,0.681516,1
603
+-0.202499,1.53579,1
604
+-0.00779485,0.588762,1
605
+-0.388525,1.24764,1
606
+-0.132642,1.25701,1
607
+-0.129014,1.1228,1
608
+0.075355,0.909989,1
609
+0.178629,0.51595,1
610
+-0.132412,0.426226,1
611
+0.258078,0.521922,1
612
+0.25308,0.797868,1
613
+-0.219811,1.07268,1
614
+-0.384922,1.28018,1
615
+0.212602,0.928494,1
616
+-0.243259,1.39424,1
617
+-0.196894,0.71057,1
618
+-0.121628,1.55125,1
619
+-0.131207,1.0746,1
620
+-0.0216457,0.506637,1
621
+0.0387724,0.987798,1
622
+-0.206512,0.906122,1
623
+-0.123089,1.74026,1
624
+-0.229662,1.8208,1
625
+-0.084859,1.23386,1
626
+-0.107232,0.397119,1
627
+0.115084,1.45282,1
628
+-0.129653,1.87946,1
629
+-0.454149,0.819185,1
630
+-0.0932753,1.01313,1
631
+-0.227224,1.05592,1
632
+-0.0303096,1.06314,1
633
+0.219771,1.22894,1
634
+-0.223277,1.65001,1
635
+-0.396191,1.09531,1
636
+-0.120218,1.37829,1
637
+-0.299817,0.781953,1
638
+-0.0946573,0.441106,1
639
+0.202273,1.1789,1
640
+-0.107358,0.847944,1
641
+-0.211469,1.67231,1
642
+-0.261236,0.912121,1
643
+-0.138234,1.14271,1
644
+0.0246508,1.5624,1
645
+1.73693,0.827345,2
646
+1.20756,0.704951,2
647
+-0.0173803,0.0672351,2
648
+0.979202,0.359072,2
649
+1.05858,0.438427,2
650
+0.986176,0.168579,2
651
+0.69636,0.62103,2
652
+1.91036,0.807683,2
653
+0.266048,0.268015,2
654
+0.878199,0.236265,2
655
+1.17808,0.283359,2
656
+0.834534,0.323172,2
657
+0.426654,-0.116503,2
658
+0.54931,0.472711,2
659
+0.633475,-0.294034,2
660
+0.831563,0.295551,2
661
+0.210567,0.0695898,2
662
+0.329611,0.0948717,2
663
+0.344541,0.105343,2
664
+1.87576,0.386286,2
665
+1.98898,0.52847,2
666
+1.40808,0.180669,2
667
+0.19305,0.129644,2
668
+1.55141,1.18688,2
669
+1.2407,0.561161,2
670
+0.91038,0.345472,2
671
+1.46336,0.915821,2
672
+0.713901,0.594833,2
673
+1.16085,-0.070032,2
674
+0.732168,0.33188,2
675
+0.948281,0.759862,2
676
+0.390676,0.24225,2
677
+1.12415,0.417417,2
678
+0.804677,0.0562034,2
679
+1.57324,0.700699,2
680
+0.760675,0.142697,2
681
+1.59456,0.65093,2
682
+0.754131,0.310967,2
683
+0.50217,0.202826,2
684
+1.89566,1.16401,2
685
+0.435519,0.25877,2
686
+1.30547,0.742611,2
687
+0.54653,0.242725,2
688
+1.34592,1.11018,2
689
+0.990297,0.573907,2
690
+0.901193,0.320947,2
691
+1.00091,0.259203,2
692
+0.671103,0.271813,2
693
+0.366828,0.155423,2
694
+0.684603,0.059678,2
695
+1.8208,0.662337,2
696
+0.621279,0.0419218,2
697
+2.00066,0.736656,2
698
+1.30963,0.937974,2
699
+0.795597,0.31606,2
700
+1.84505,0.838497,2
701
+0.891438,0.354059,2
702
+1.11387,0.47446,2
703
+1.21366,0.0800738,2
704
+1.22037,0.517024,2
705
+1.9841,0.915468,2
706
+0.402925,-0.293767,2
707
+0.0638717,-0.0230903,2
708
+1.59694,0.764727,2
709
+1.39977,0.416414,2
710
+0.772883,0.394705,2
711
+0.484581,0.237697,2
712
+1.53113,0.765361,2
713
+1.64535,0.74833,2
714
+0.521866,-0.0496874,2
715
+1.72511,0.762195,2
716
+0.79312,0.511217,2
717
+0.394256,0.00208755,2
718
+1.77939,0.691058,2
719
+1.36717,0.681114,2
720
+1.60292,1.01019,2
721
+1.76378,0.291525,2
722
+0.534542,-0.221663,2
723
+1.30274,0.366262,2
724
+0.0160678,0.213499,2
725
+0.561435,-0.170464,2
726
+
727
+

+ 873
- 0
artificial/2d-4c-no4.arff View File

@@ -0,0 +1,873 @@
1
+% Data from J. Handl
2
+% http://personalpages.manchester.ac.uk/mbs/Julia.Handl/generators.html
3
+%
4
+@RELATION 2d-4c-no4
5
+
6
+@ATTRIBUTE a0 REAL
7
+@ATTRIBUTE a1 REAL
8
+@ATTRIBUTE class {0,1,2,3}
9
+
10
+@DATA
11
+8.04731,-4.88662,0
12
+11.2375,3.01746,0
13
+5.1105,0.269883,0
14
+6.34456,-3.71832,0
15
+9.09493,2.02836,0
16
+8.01686,-2.26484,0
17
+9.95815,6.67136,0
18
+10.073,-5.96494,0
19
+8.5259,-1.55089,0
20
+8.63238,-1.97034,0
21
+8.28997,0.706405,0
22
+7.90183,-0.888256,0
23
+7.32836,-0.803496,0
24
+9.67965,-0.771563,0
25
+8.79674,0.706112,0
26
+8.32337,4.08369,0
27
+9.81871,-0.849995,0
28
+8.43905,1.03966,0
29
+9.78637,0.184881,0
30
+7.64558,-4.89767,0
31
+8.22954,-2.59089,0
32
+8.80164,0.217603,0
33
+9.27446,-2.85584,0
34
+7.9565,-3.16253,0
35
+6.88808,1.16889,0
36
+10.5153,-0.505739,0
37
+9.5922,-2.58048,0
38
+9.73777,4.52998,0
39
+5.24049,1.31851,0
40
+6.41871,-0.0358384,0
41
+9.62282,1.48769,0
42
+7.20748,-3.67993,0
43
+9.69823,5.00318,0
44
+5.90921,-2.06383,0
45
+7.39026,1.22465,0
46
+7.80643,3.19455,0
47
+10.0482,0.524928,0
48
+6.54353,0.00109869,0
49
+8.50854,0.628461,0
50
+6.85735,0.0607903,0
51
+11.291,-1.66965,0
52
+6.44954,2.40385,0
53
+9.73731,-1.24028,0
54
+7.60214,-2.23978,0
55
+8.62179,-4.88772,0
56
+8.36149,-4.5666,0
57
+8.63232,0.0943378,0
58
+6.62618,-1.77265,0
59
+6.73818,-1.92942,0
60
+8.52811,4.67163,0
61
+7.58597,-2.13659,0
62
+9.29786,-2.65974,0
63
+8.65448,-0.523772,0
64
+8.07383,1.14914,0
65
+9.8528,1.39256,0
66
+5.85915,-2.42513,0
67
+8.84712,0.805192,0
68
+9.17578,-1.14853,0
69
+10.0153,4.45207,0
70
+8.31818,2.45892,0
71
+8.59704,-2.09505,0
72
+8.53503,-5.78822,0
73
+8.82572,4.51317,0
74
+8.31072,-4.95844,0
75
+8.18246,-0.25343,0
76
+9.65633,1.97728,0
77
+6.59622,1.5515,0
78
+8.55303,-4.08889,0
79
+11.4203,1.35158,0
80
+12.4761,-2.50378,0
81
+9.9861,-1.87648,0
82
+7.16331,1.61416,0
83
+9.41639,-0.680316,0
84
+10.9345,-2.79792,0
85
+7.41624,-1.52791,0
86
+11.309,-1.57946,0
87
+10.4984,-2.0423,0
88
+8.887,5.581,0
89
+9.25853,-7.16143,0
90
+7.64768,-1.50731,0
91
+7.73847,-4.43388,0
92
+7.92336,-6.30531,0
93
+8.55215,1.02912,0
94
+8.89508,-5.53115,0
95
+6.26833,-0.508081,0
96
+7.1283,-1.64686,0
97
+9.26061,-3.68983,0
98
+9.33413,-8.03635,0
99
+5.77097,4.97839,0
100
+11.2793,-1.18948,0
101
+7.91054,-1.08779,0
102
+8.72444,-0.488243,0
103
+8.7434,-1.68898,0
104
+10.6764,-3.88999,0
105
+11.2826,-3.23266,0
106
+6.76457,-0.640593,0
107
+6.80258,2.78013,0
108
+11.1112,0.323643,0
109
+7.19656,0.793745,0
110
+9.55187,-0.809177,0
111
+6.43023,-0.542349,0
112
+8.54799,3.08994,0
113
+9.49333,3.42415,0
114
+7.64632,0.452481,0
115
+9.21912,0.197608,0
116
+8.6011,-2.11131,0
117
+8.33068,2.61018,0
118
+8.6887,-2.72417,0
119
+8.9796,0.0784963,0
120
+6.83457,-3.28685,0
121
+9.81484,-2.21538,0
122
+5.66555,1.82633,0
123
+10.6438,-1.77971,0
124
+8.97819,-0.819641,0
125
+10.6987,-1.83115,0
126
+7.12177,-1.7971,0
127
+7.54859,-0.52922,0
128
+9.98119,-0.639174,0
129
+8.56338,-2.94232,0
130
+7.73968,-1.98427,0
131
+6.49574,3.20202,0
132
+6.99226,-0.262286,0
133
+10.3891,2.13512,0
134
+7.5888,0.596278,0
135
+9.7318,-1.58389,0
136
+5.1857,3.76842,0
137
+10.6456,-1.70854,0
138
+8.27424,0.421787,0
139
+9.26922,-2.5318,0
140
+12.4228,-1.64796,0
141
+7.23462,-0.771073,0
142
+8.82901,-2.98353,0
143
+7.79333,1.11653,0
144
+4.5274,-5.34881,0
145
+6.38176,1.54411,0
146
+7.55688,-0.228735,0
147
+10.0207,-3.94477,0
148
+9.33372,-4.59182,0
149
+9.88245,-4.36024,0
150
+6.87607,3.66085,0
151
+8.27782,1.04327,0
152
+11.5177,0.653945,0
153
+7.2691,7.82304,0
154
+8.17629,-0.00301371,0
155
+9.08218,4.29567,0
156
+7.568,-1.5908,0
157
+8.42283,1.14002,0
158
+5.03,-0.346601,0
159
+8.65172,-2.78889,0
160
+8.76908,-4.75674,0
161
+8.32882,0.215972,0
162
+6.929,-6.73162,0
163
+7.94977,-1.9159,0
164
+6.82108,0.631436,0
165
+6.97004,0.426509,0
166
+9.68758,2.02541,0
167
+8.92996,-4.7527,0
168
+8.75096,1.85807,0
169
+8.42768,1.13994,0
170
+10.6104,-1.65432,0
171
+7.8959,-4.43924,0
172
+8.10868,-0.261993,0
173
+9.52777,-1.32396,0
174
+7.6344,-1.01118,0
175
+6.2777,0.721938,0
176
+9.94383,-6.27115,0
177
+7.85773,-6.72987,0
178
+8.32597,0.399484,0
179
+8.83376,2.33812,0
180
+8.22174,-1.30255,0
181
+5.30873,-1.82709,0
182
+8.86261,-3.06555,0
183
+9.23656,-1.56509,0
184
+9.10141,-1.59429,0
185
+7.06025,-4.17356,0
186
+8.8326,2.07759,0
187
+9.35763,0.653313,0
188
+8.00377,-5.53162,0
189
+9.48813,-4.12359,0
190
+5.33993,-2.42673,0
191
+9.50472,-0.765174,0
192
+9.4976,0.152342,0
193
+9.54728,-2.98279,0
194
+10.0872,0.256121,0
195
+7.93712,-0.396255,0
196
+9.21533,-0.21478,0
197
+7.3464,-3.91658,0
198
+10.1684,-1.56355,0
199
+6.84861,3.28279,0
200
+8.08902,-2.21061,0
201
+8.07584,-3.88074,0
202
+8.675,-2.25913,0
203
+7.00021,-5.68293,0
204
+5.36902,2.33533,0
205
+8.3592,1.96,0
206
+5.93486,4.28185,0
207
+8.37233,-2.23977,0
208
+8.83886,-0.980635,0
209
+9.75976,2.39212,0
210
+8.2301,-6.47759,0
211
+9.57437,0.585527,0
212
+9.45646,-0.560136,0
213
+5.96911,2.77774,0
214
+7.28703,-1.55722,0
215
+9.95839,1.60826,0
216
+5.86939,-0.564397,0
217
+8.62758,-1.08039,0
218
+10.0574,-0.941047,0
219
+8.34141,0.98093,0
220
+11.0024,-3.24136,0
221
+6.11382,-2.79337,0
222
+9.21597,-0.847894,0
223
+10.0438,-3.6277,0
224
+8.48703,2.11388,0
225
+9.50888,-3.43224,0
226
+6.62106,-0.540453,0
227
+7.5937,-6.37405,0
228
+7.1264,-3.25949,0
229
+9.63069,-0.425673,0
230
+9.04671,0.508026,0
231
+5.89178,2.33332,0
232
+8.86143,-2.03025,0
233
+7.08893,0.163472,0
234
+4.38696,-2.79862,0
235
+8.01368,-1.47325,0
236
+9.38482,-2.41798,0
237
+10.6213,-3.13643,0
238
+7.018,-0.437251,0
239
+7.71886,1.02051,0
240
+8.19038,0.803325,0
241
+6.62438,-0.762556,0
242
+8.68288,-4.1316,0
243
+8.35329,-1.97612,0
244
+8.5802,1.87647,0
245
+10.9254,-2.34683,0
246
+6.46345,-2.17743,0
247
+8.43819,-7.39423,0
248
+9.76415,0.383676,0
249
+7.38617,-0.485803,0
250
+9.68972,-0.783077,0
251
+8.22527,0.905327,0
252
+7.60144,1.53806,0
253
+8.90097,-1.73917,0
254
+8.14169,-3.76076,0
255
+7.09209,-2.08074,0
256
+7.79254,-5.3341,0
257
+5.4391,-2.13607,0
258
+7.08447,4.3199,0
259
+7.23809,-0.338019,0
260
+8.49592,-2.45781,0
261
+4.73538,-2.35529,0
262
+9.19498,-4.00992,0
263
+7.30019,-7.69963,0
264
+9.19646,-4.07159,0
265
+7.59267,-1.98511,0
266
+6.74196,-2.45112,0
267
+8.15177,-0.971521,0
268
+5.72504,1.85313,0
269
+9.16314,-2.29781,0
270
+8.32031,0.290075,0
271
+7.15378,3.72572,0
272
+9.16722,-2.29979,0
273
+8.17944,-7.25172,0
274
+7.26099,-0.36384,0
275
+7.81919,1.35419,0
276
+9.15234,0.602795,0
277
+10.5076,3.06349,0
278
+5.83174,-0.573782,0
279
+9.11998,-4.71496,0
280
+5.04429,1.50786,0
281
+7.79176,1.31706,0
282
+6.04088,6.77184,0
283
+9.98612,-3.15906,0
284
+7.69285,-1.1418,0
285
+8.44339,-1.89379,0
286
+8.82283,-0.766134,0
287
+7.84654,-2.71238,0
288
+9.50196,-2.27604,0
289
+7.64406,0.777649,0
290
+7.95629,0.375423,0
291
+6.47467,-1.68923,0
292
+8.02071,-4.79464,0
293
+7.66022,-2.95654,0
294
+10.0189,1.31183,0
295
+6.31294,-0.531089,0
296
+9.70786,-6.13769,0
297
+6.83158,-7.06621,0
298
+8.73212,-4.86762,0
299
+7.59806,-4.35385,0
300
+6.24655,-3.95371,0
301
+6.99362,-5.32711,0
302
+7.87167,-1.91031,0
303
+8.73815,-1.81226,0
304
+7.55024,3.17582,0
305
+6.87458,-3.32461,0
306
+9.63101,0.19171,0
307
+9.81206,-2.26452,0
308
+7.84139,-1.76111,0
309
+8.41698,0.0161595,0
310
+8.89775,-1.9771,0
311
+8.30446,-0.265564,0
312
+7.17401,-3.74304,0
313
+8.4733,-2.40133,0
314
+9.56531,0.191191,0
315
+9.04471,-1.65745,0
316
+9.6138,-0.536364,0
317
+10.6863,3.14595,0
318
+10.164,1.04735,0
319
+6.90653,1.61641,0
320
+8.19611,-3.32524,0
321
+7.48788,-0.89366,0
322
+7.30072,-0.644077,0
323
+8.99308,-2.50514,0
324
+5.51393,-2.99441,0
325
+8.85644,-1.74633,0
326
+7.82819,2.47594,0
327
+9.99096,-1.41874,0
328
+8.52541,-0.284341,0
329
+7.464,-6.67881,0
330
+10.8446,-2.63375,0
331
+8.30825,2.60605,0
332
+8.34668,2.8482,0
333
+8.45801,-2.23475,0
334
+8.46299,3.25267,0
335
+9.37767,-3.18307,0
336
+10.9147,4.31753,0
337
+9.03829,-4.05622,0
338
+7.55933,0.598107,0
339
+7.6429,-1.5797,0
340
+8.57786,2.16751,0
341
+8.68834,-0.137646,0
342
+9.21669,-1.65753,0
343
+9.18142,-6.48471,0
344
+10.7658,-3.27219,0
345
+9.33799,-3.68041,0
346
+9.25388,-0.598261,0
347
+10.9614,-1.19213,0
348
+8.55505,4.4396,0
349
+6.88499,-0.0731292,0
350
+8.69296,-2.86581,0
351
+9.13622,-4.59154,0
352
+11.6736,1.20853,0
353
+7.16634,-4.19144,0
354
+9.59252,-3.70169,0
355
+5.42594,-1.1426,0
356
+8.74912,-0.407762,0
357
+9.77424,-3.04437,0
358
+9.51543,-3.59,0
359
+9.84494,-4.43637,0
360
+7.21211,-0.498822,0
361
+6.18591,-3.94526,0
362
+10.6627,1.94719,0
363
+8.87869,-2.69685,0
364
+7.64167,0.334297,0
365
+7.32963,-0.126335,0
366
+4.36163,-3.83679,0
367
+9.01732,-2.74259,0
368
+8.10476,-1.83541,0
369
+7.81457,2.4583,0
370
+7.00268,-1.89191,0
371
+6.35606,-4.79694,0
372
+6.09985,-4.65878,0
373
+6.19382,-3.18984,0
374
+9.50666,0.266067,0
375
+7.06266,-4.01176,0
376
+7.91153,-2.09279,0
377
+7.88209,-1.68225,0
378
+10.0354,-2.78633,0
379
+6.47432,2.37067,0
380
+6.83782,0.686121,0
381
+8.78565,-5.70677,0
382
+8.2868,2.69691,0
383
+8.18207,0.597941,0
384
+9.75035,0.392918,0
385
+7.58082,-2.22948,0
386
+7.31354,-1.04289,0
387
+9.67637,-2.0346,0
388
+9.46568,-5.33724,0
389
+9.01841,0.392305,0
390
+8.61147,3.37797,0
391
+8.23015,0.115791,0
392
+7.74754,-0.337909,0
393
+7.01534,-1.02877,0
394
+9.54941,-2.42887,0
395
+9.00715,-3.63927,0
396
+6.87766,3.37136,0
397
+8.61913,-0.32587,0
398
+11.2261,-0.520332,0
399
+7.72884,-0.54485,0
400
+6.09117,-0.206448,0
401
+6.52246,-1.8472,0
402
+9.05975,-1.5838,0
403
+9.98662,-5.15523,0
404
+10.0768,-1.21734,0
405
+7.71674,3.79709,0
406
+8.25726,-1.31653,0
407
+7.96101,-1.90801,0
408
+8.43385,1.97165,0
409
+8.26775,-6.29172,0
410
+8.60059,-4.75267,0
411
+8.31568,-2.18958,0
412
+8.53476,2.97269,0
413
+5.48486,0.543627,0
414
+7.85579,-2.62985,0
415
+10.7567,-1.65997,0
416
+7.30844,1.71591,0
417
+10.2807,3.34111,0
418
+6.00952,0.779082,0
419
+7.32343,-1.72677,0
420
+8.1349,-1.14398,0
421
+9.61597,-6.38591,0
422
+7.56849,-0.736458,0
423
+10.7547,-6.38763,0
424
+7.64653,0.987365,0
425
+8.19976,0.834494,0
426
+8.8348,5.12859,0
427
+7.74409,1.60212,0
428
+6.83198,-1.2761,0
429
+5.56684,-4.95138,0
430
+7.34476,-0.590774,0
431
+6.44313,2.382,0
432
+-1.6279,-9.4991,1
433
+-3.33126,-9.32081,1
434
+0.715481,-7.29466,1
435
+-1.52932,-9.23123,1
436
+-2.33708,-10.2321,1
437
+-1.95991,-9.15309,1
438
+-0.717807,-8.75016,1
439
+0.0535042,-8.29094,1
440
+-4.17171,-7.38458,1
441
+-1.22018,-8.12729,1
442
+2.2498,-8.82532,1
443
+-1.08581,-8.74108,1
444
+-7.15286,-8.12764,1
445
+-5.40413,-6.81369,1
446
+-1.54573,-9.26024,1
447
+-2.53255,-9.0516,1
448
+-4.33958,-9.07219,1
449
+-1.06225,-8.33049,1
450
+-1.41021,-10.3718,1
451
+2.02119,-7.09042,1
452
+-3.06599,-8.75796,1
453
+2.16948,-9.63352,1
454
+-2.78689,-7.78198,1
455
+-0.460238,-9.35851,1
456
+-3.30938,-8.18816,1
457
+1.42395,-6.74666,1
458
+-0.0315366,-8.21888,1
459
+-0.8711,-8.42486,1
460
+-3.34839,-8.13635,1
461
+-1.72208,-8.84514,1
462
+-0.565311,-8.16864,1
463
+-2.75921,-9.16343,1
464
+-2.39855,-8.27083,1
465
+-3.77416,-8.37832,1
466
+-0.870924,-8.25419,1
467
+-2.20609,-7.95979,1
468
+-0.861207,-8.75969,1
469
+-3.19526,-8.0676,1
470
+-4.72903,-8.47944,1
471
+-2.50142,-9.61158,1
472
+-1.57871,-8.61384,1
473
+-2.08196,-7.87936,1
474
+-3.615,-9.04501,1
475
+-5.41151,-8.20875,1
476
+-1.31736,-7.99808,1
477
+-4.21253,-6.99418,1
478
+-4.55837,-8.26833,1
479
+-2.71104,-8.14551,1
480
+-7.38306,-8.90546,1
481
+-1.31014,-8.52979,1
482
+-2.22954,-8.38231,1
483
+-2.09866,-7.94323,1
484
+-2.46106,-8.14433,1
485
+-0.622194,-8.11598,1
486
+-2.7779,-7.91361,1
487
+-2.61896,-7.63429,1
488
+-2.9234,-8.38367,1
489
+-1.97118,-10.3381,1
490
+-4.16437,-6.14999,1
491
+-3.29051,-6.59251,1
492
+-6.28716,-9.40896,1
493
+-0.261822,-9.1724,1
494
+0.0136452,-9.7662,1
495
+1.39803,-7.69522,1
496
+-4.31074,-7.883,1
497
+0.205044,-9.05698,1
498
+0.973766,-9.34011,1
499
+-4.8673,-8.44841,1
500
+-1.6058,-8.21875,1
501
+-1.17164,-8.478,1
502
+-4.86123,-8.91695,1
503
+-0.324991,-9.10579,1
504
+-0.933404,-8.76774,1
505
+-1.17335,-7.12968,1
506
+0.0524916,-8.31587,1
507
+2.21089,-7.70329,1
508
+-1.74665,-8.12746,1
509
+-1.88384,-7.98511,1
510
+-2.24171,-8.63253,1
511
+-7.35457,-8.31818,1
512
+-2.36389,-9.16131,1
513
+-1.93266,-8.63241,1
514
+2.78244,-8.36253,1
515
+-1.40433,-9.29051,1
516
+-2.06188,-9.29259,1
517
+0.133719,-9.20182,1
518
+1.77264,-2.43166,2
519
+1.14174,-2.73004,2
520
+1.62984,-3.10915,2
521
+3.03349,-2.45485,2
522
+0.376811,-2.2383,2
523
+1.43279,-2.62375,2
524
+1.31763,-2.89269,2
525
+0.751903,-1.5617,2
526
+0.172882,-2.62339,2
527
+1.34245,-2.85417,2
528
+1.6475,-2.26437,2
529
+0.658072,-2.21627,2
530
+0.990025,-2.55084,2
531
+-0.583317,-2.45816,2
532
+1.02492,-2.09661,2
533
+1.3958,-2.07887,2
534
+1.6066,-2.18164,2
535
+1.45784,-2.41959,2
536
+1.73225,-2.07237,2
537
+1.88908,-2.54786,2
538
+1.96802,-1.44093,2
539
+1.26783,-3.13925,2
540
+2.419,-3.07209,2
541
+1.9146,-1.44326,2
542
+2.31122,-2.47512,2
543
+0.791975,-2.55004,2
544
+1.10852,-1.88345,2
545
+1.5508,-3.04421,2
546
+1.12775,-1.52368,2
547
+1.10128,-2.73158,2
548
+1.6459,-2.76982,2
549
+1.5589,-2.44784,2
550
+0.431647,-1.78456,2
551
+2.38091,-2.19976,2
552
+0.847288,-2.60519,2
553
+2.19088,-2.16581,2
554
+2.77191,-2.29934,2
555
+1.48314,-2.33727,2
556
+1.80547,-2.11578,2
557
+1.19822,-2.35286,2
558
+2.52556,-2.28012,2
559
+0.741921,-2.75752,2
560
+1.56112,-2.02887,2
561
+1.6754,-2.11631,2
562
+1.02447,-1.8809,2
563
+1.50836,-2.61995,2
564
+2.07909,-2.66326,2
565
+0.00639228,-1.33905,2
566
+0.600632,-1.59828,2
567
+1.50335,-1.72655,2
568
+3.51521,-3.46384,2
569
+1.66166,-2.86533,2
570
+1.59568,-2.55093,2
571
+1.27717,-2.18205,2
572
+3.14,-2.52073,2
573
+2.25503,-3.48048,2
574
+2.39737,-2.20416,2
575
+2.35404,-2.71742,2
576
+1.20689,-1.91511,2
577
+1.85674,-2.5235,2
578
+1.5902,-2.70698,2
579
+1.37985,-2.51581,2
580
+0.873527,-2.16457,2
581
+0.423637,-2.60428,2
582
+1.15121,-2.13678,2
583
+-0.0263133,-1.64728,2
584
+2.07477,-2.54141,2
585
+1.52427,-1.00068,2
586
+1.52041,-1.9814,2
587
+1.80394,-2.77412,2
588
+1.27651,-2.3812,2
589
+1.17206,-2.15489,2
590
+1.35454,-2.39341,2
591
+0.88811,-1.4092,2
592
+1.90923,-2.17058,2
593
+1.66456,-2.38687,2
594
+1.61761,-3.28098,2
595
+2.02548,-2.30059,2
596
+1.18783,-2.22015,2
597
+1.9486,-2.40468,2
598
+2.28602,-2.70676,2
599
+1.09998,-2.50505,2
600
+1.95181,-2.27215,2
601
+1.62844,-2.15823,2
602
+1.14377,-2.34806,2
603
+1.31513,-2.14932,2
604
+1.51103,-2.66659,2
605
+0.726808,-0.909845,2
606
+-0.0335039,-2.57627,2
607
+0.709055,-2.13779,2
608
+1.72074,-2.93715,2
609
+2.24538,-3.18483,2
610
+1.88024,-2.30936,2
611
+1.29101,-2.18828,2
612
+0.531613,-2.72059,2
613
+2.04166,-2.33899,2
614
+2.64402,-1.86937,2
615
+0.845183,-2.66246,2
616
+1.39199,-2.28406,2
617
+2.16076,-2.50378,2
618
+1.6234,-1.60517,2
619
+1.57567,-1.49981,2
620
+2.68989,-3.34822,2
621
+1.26946,-2.5985,2
622
+2.94419,-2.90487,2
623
+0.440756,-1.4883,2
624
+2.46528,-2.36811,2
625
+0.815188,-2.18725,2
626
+0.538328,-1.35979,2
627
+0.830873,-2.49938,2
628
+1.48857,-3.48823,2
629
+2.33224,-3.41238,2
630
+2.01267,-1.65501,2
631
+1.5144,-2.28044,2
632
+2.59508,-3.09142,2
633
+1.74415,-2.1686,2
634
+2.31661,-3.13133,2
635
+2.54843,-2.87346,2
636
+1.25785,-2.52493,2
637
+1.11842,-2.31686,2
638
+2.21074,-2.97166,2
639
+0.895779,-1.87751,2
640
+-0.205114,-1.73946,2
641
+1.33101,-1.69371,2
642
+1.60985,-1.23124,2
643
+0.280279,-1.12915,2
644
+1.16215,-2.66692,2
645
+0.24978,-3.11356,2
646
+1.19987,-1.87688,2
647
+1.43501,-2.48814,2
648
+1.77972,-2.01847,2
649
+1.31719,-1.82112,2
650
+2.11706,-2.96156,2
651
+1.47552,-2.7726,2
652
+0.466438,-2.61476,2
653
+2.5983,-3.82074,2
654
+0.933906,-3.12513,2
655
+0.727176,-2.93276,2
656
+1.42528,-2.59484,2
657
+1.60487,-3.07982,2
658
+1.27485,-2.75665,2
659
+0.337178,-2.61126,2
660
+1.94115,-1.47083,2
661
+1.48793,-2.34887,2
662
+1.15665,-2.66125,2
663
+2.14709,-3.35173,2
664
+1.8636,-2.36192,2
665
+3.62757,-3.54535,2
666
+1.14634,-0.424824,2
667
+2.45832,-2.5895,2
668
+2.6771,-2.07815,2
669
+0.144233,-2.28034,2
670
+0.929646,-2.09227,2
671
+1.09193,-1.52152,2
672
+1.82299,-2.5663,2
673
+1.69006,-2.95851,2
674
+1.62861,-2.28855,2
675
+0.351972,-1.49218,2
676
+1.36684,-2.97112,2
677
+0.404989,-2.40649,2
678
+0.81325,-2.05822,2
679
+0.820983,-0.981,2
680
+1.9589,-2.99807,2
681
+0.808834,-2.72075,2
682
+2.00509,-2.00591,2
683
+1.55037,-2.64698,2
684
+0.90716,-2.93327,2
685
+2.84829,-3.0429,2
686
+1.10531,-2.2377,2
687
+0.583768,-2.54882,2
688
+2.28277,-2.63493,2
689
+0.543902,-2.95128,2
690
+1.16686,-2.20022,2
691
+2.28279,-2.28884,2
692
+1.75914,-2.91974,2
693
+1.59862,-3.00399,2
694
+1.23565,-1.39842,2
695
+1.45357,-2.46902,2
696
+2.87545,-1.94594,2
697
+1.15114,-2.96199,2
698
+0.996598,-2.19166,2
699
+1.61604,-2.30327,2
700
+2.21115,-3.47823,2
701
+2.17622,-1.82413,2
702
+0.570539,-1.85207,2
703
+1.0945,-3.2651,2
704
+0.80573,-2.15456,2
705
+1.88228,-2.82705,2
706
+1.41943,-2.40955,2
707
+1.49516,-2.85465,2
708
+1.61187,-2.90282,2
709
+1.60778,-2.6314,2
710
+2.95167,-2.90287,2
711
+1.51229,-2.10956,2
712
+1.20458,-2.56669,2
713
+1.18415,-2.4009,2
714
+2.44473,-2.9036,2
715
+2.21016,-2.37535,2
716
+0.831735,-2.65024,2
717
+1.78827,-2.06755,2
718
+2.19964,-2.16993,2
719
+1.30159,-1.2803,2
720
+1.37002,-2.51256,2
721
+2.71801,-2.91054,2
722
+1.45744,-1.94154,2
723
+0.539481,-2.35744,2
724
+0.956062,-1.98366,2
725
+2.1147,-1.88288,2
726
+2.25356,-2.00256,2
727
+0.512671,-1.45896,2
728
+2.21547,-3.08722,2
729
+1.77215,-2.10539,2
730
+1.35483,-2.57757,2
731
+2.28644,-2.66541,2
732
+0.983868,-2.47487,2
733
+0.616498,-2.28118,2
734
+2.6982,-3.02867,2
735
+0.727801,-3.01337,2
736
+2.17294,-3.31027,2
737
+0.428432,-3.03518,2
738
+1.09284,-3.12663,2
739
+1.06296,-3.12271,2
740
+1.21159,-2.2892,2
741
+1.44387,-2.78391,2
742
+1.46517,-3.28624,2
743
+1.65428,-3.67964,2
744
+0.763122,-2.79978,2
745
+1.2398,-1.69461,2
746
+2.76682,-3.42348,2
747
+1.08123,-3.19957,2
748
+1.52963,-2.09815,2
749
+0.917748,-2.21518,2
750
+1.4115,-2.8784,2
751
+1.64696,-1.83646,2
752
+1.10266,-2.68404,2
753
+2.1362,-3.1414,2
754
+1.76364,-2.59135,2
755
+0.665054,-2.3584,2
756
+2.00797,-1.62803,2
757
+2.38289,-3.07396,2
758
+1.68777,-3.09065,2
759
+0.466602,-2.24265,2
760
+0.685053,-2.77839,2
761
+2.19481,-3.8054,2
762
+2.13859,-1.78115,2
763
+0.612476,-3.05779,2
764
+1.26714,-3.31575,2
765
+1.09859,-1.5926,2
766
+1.61973,-2.5731,2
767
+0.598886,-2.46325,2
768
+0.721932,-2.6978,2
769
+1.3847,-1.77017,2
770
+0.733697,-1.96656,2
771
+1.03743,-1.57515,2
772
+1.76787,-2.13999,2
773
+0.533205,-2.04337,2
774
+1.27891,-2.82007,2
775
+1.07812,-2.03144,2
776
+1.7886,-3.74324,2
777
+0.241627,-2.72437,2
778
+0.730911,-2.82618,2
779
+0.0182375,-2.29248,2
780
+1.88524,-2.98892,2
781
+2.60746,-2.52804,2
782
+1.86796,-2.96447,2
783
+1.44833,-3.30456,2
784
+1.91393,-2.13566,2
785
+1.18522,-2.59158,2
786
+2.03699,-2.51207,2
787
+1.45083,-2.00239,2
788
+0.842853,-1.04275,2
789
+1.88153,-3.17107,2
790
+1.97001,-3.33694,2
791
+2.55593,-2.85753,2
792
+1.11262,-2.20715,2
793
+2.91257,-1.51578,2
794
+1.45434,-3.27428,2
795
+2.67445,-2.66624,2
796
+1.67476,-2.0121,2
797
+0.724803,-2.13416,2
798
+2.03252,-3.34354,2
799
+0.666637,-3.04293,2
800
+0.89545,-2.06445,2
801
+0.939947,-2.54951,2
802
+0.935234,-2.23741,2
803
+1.52411,-1.90487,2
804
+1.53353,-2.42473,2
805
+0.12822,-2.6234,2
806
+1.77389,-2.46838,2
807
+0.826088,-2.03768,2
808
+1.47658,-2.47384,2
809
+3.06613,-3.40332,2
810
+0.971365,-2.08513,2
811
+2.21713,-1.8549,2
812
+-13.5318,6.37833,3
813
+-11.0555,2.90378,3
814
+-3.80796,3.72751,3
815
+-6.23629,5.29508,3
816
+-15.084,5.19574,3
817
+-4.51065,3.82566,3
818
+-19.9513,4.06984,3
819
+-2.8044,2.8761,3
820
+-13.2589,4.40509,3
821
+-11.5181,4.36585,3
822
+-9.85899,5.56925,3
823
+-10.7958,3.05957,3
824
+-19.5579,3.83885,3
825
+-11.1509,4.25806,3
826
+-5.98952,3.23207,3
827
+-14.2163,3.83789,3
828
+-6.49925,3.39987,3
829
+-0.75881,5.27367,3
830
+-11.4548,4.64217,3
831
+-9.23026,5.88801,3
832
+-15.1824,3.39505,3
833
+-10.235,4.29091,3
834
+-4.25222,3.5346,3
835
+-3.45078,4.53012,3
836
+-9.57437,5.77969,3
837
+-5.9636,3.67115,3
838
+-3.64773,6.2509,3
839
+0.185271,4.40726,3
840
+-13.8611,4.74968,3
841
+-9.66087,4.20187,3
842
+-18.8363,5.43552,3
843
+-10.6961,2.25277,3
844
+-13.8096,2.47418,3
845
+-15.2687,4.30488,3
846
+-9.63216,3.40978,3
847
+-6.3834,5.82125,3
848
+-4.56679,6.71054,3
849
+-8.11955,4.99155,3
850
+-10.4292,5.51328,3
851
+-3.60597,4.22049,3
852
+-8.11853,4.52904,3
853
+-2.20229,4.12223,3
854
+-8.30549,5.06214,3
855
+-11.2718,3.87489,3
856
+-0.419459,3.1626,3
857
+-7.32285,5.21627,3
858
+-12.2149,6.14093,3
859
+-12.5029,4.26209,3
860
+-3.74018,4.89175,3
861
+-3.0901,3.64022,3
862
+-9.50254,4.0705,3
863
+-4.65152,5.39878,3
864
+-11.8923,7.05415,3
865
+-11.8033,6.37915,3
866
+-8.57279,4.80497,3
867
+-15.7176,4.1029,3
868
+-2.44809,2.90384,3
869
+-10.7203,4.62694,3
870
+-1.23786,6.78956,3
871
+-7.3279,4.97756,3
872
+-1.96973,4.60647,3
873
+-7.83976,4.00496,3

+ 886
- 0
artificial/2d-4c-no9.arff View File

@@ -0,0 +1,886 @@
1
+% Data from J. Handl
2
+% http://personalpages.manchester.ac.uk/mbs/Julia.Handl/generators.html
3
+%
4
+@RELATION 2d-4c-no9
5
+
6
+@ATTRIBUTE a0 REAL
7
+@ATTRIBUTE a1 REAL
8
+@ATTRIBUTE class {0,1,2,3}
9
+
10
+@DATA
11
+-9.33717,-1.47976,0
12
+-4.46281,-0.157614,0
13
+-5.48281,-1.33823,0
14
+-9.82805,-0.335942,0
15
+-3.98464,0.756735,0
16
+-9.99783,0.806095,0
17
+-10.3309,0.528824,0
18
+-5.58873,-0.579749,0
19
+-11.6338,-1.23736,0
20
+-5.15034,0.691411,0
21
+-5.96595,0.74648,0
22
+-6.99879,0.674803,0
23
+-12.0809,-0.192616,0
24
+-3.70154,0.829949,0
25
+-8.39983,0.460985,0
26
+-8.0397,1.11431,0
27
+-2.27442,0.747368,0
28
+-11.4743,-1.34989,0
29
+-11.8902,-1.25718,0
30
+-3.72325,-1.56156,0
31
+-10.1756,1.57619,0
32
+-6.03203,-0.11842,0
33
+-2.85019,-1.3911,0
34
+-0.55693,-0.769474,0
35
+-7.85374,-0.677771,0
36
+-7.56068,-1.01453,0
37
+-8.02701,-2.72431,0
38
+-4.95269,-0.905943,0
39
+-15.5304,-0.892675,0
40
+-4.09205,-0.967917,0
41
+-5.17113,0.326012,0
42
+-9.62024,0.0751524,0
43
+-0.740419,-1.86362,0
44
+-8.47926,-2.21862,0
45
+-6.37991,-1.04761,0
46
+-12.7962,-1.01293,0
47
+-7.48629,-0.167766,0
48
+-5.5817,-0.488916,0
49
+-8.32077,-0.19477,0
50
+-3.66454,-1.61521,0
51
+-10.8874,0.64967,0
52
+-5.27185,-2.31187,0
53
+-7.21248,-0.732954,0
54
+-5.13236,-0.785634,0
55
+-6.18507,-0.627664,0
56
+-7.75874,0.241957,0
57
+-4.68545,0.629869,0
58
+-10.3527,-2.11139,0
59
+-4.56472,-1.07274,0
60
+-8.50942,1.89247,0
61
+-6.79158,-0.160768,0
62
+-7.22832,-0.0721055,0
63
+-6.15083,-1.18643,0
64
+-8.01747,-0.977148,0
65
+-3.98416,-1.05669,0
66
+-8.56995,-0.189708,0
67
+-9.02198,0.413663,0
68
+-5.44746,-1.47304,0
69
+-5.03913,-0.652624,0
70
+-0.855371,-0.976072,0
71
+-5.75298,-0.92226,0
72
+-7.13383,0.121307,0
73
+-6.72824,-0.628739,0
74
+-6.5731,-0.967647,0
75
+-6.40253,0.579542,0
76
+-8.77727,-0.198901,0
77
+-7.82766,-0.0531264,0
78
+-5.57511,-1.27065,0
79
+-10.5915,0.531997,0
80
+-7.53421,1.46597,0
81
+-7.57788,-0.350398,0
82
+-3.64498,-1.01936,0
83
+-6.14316,-1.22087,0
84
+-7.138,0.3194,0
85
+-9.07948,-0.526767,0
86
+-6.245,0.799464,0
87
+-9.94396,-0.305495,0
88
+-8.82942,-0.139461,0
89
+-6.99826,-2.31374,0
90
+-5.156,-0.759205,0
91
+-9.34279,-0.904955,0
92
+-4.94873,-0.812488,0
93
+-4.8891,-1.13065,0
94
+-6.71343,0.377816,0
95
+-5.37275,-1.94023,0
96
+-7.88186,-0.163382,0
97
+-8.66656,-1.5997,0
98
+-4.79496,2.43697,0
99
+-9.76288,0.765247,0
100
+-1.27581,-1.19404,0
101
+-3.27608,-1.44866,0
102
+-8.04832,0.205099,0
103
+-6.92069,-0.187921,0
104
+-6.25098,-1.54952,0
105
+-8.36558,-0.221692,0
106
+-4.06616,-1.22581,0
107
+-6.74829,-0.775818,0
108
+-8.73146,0.467313,0
109
+-4.61027,-1.24291,0
110
+-6.69489,-1.1099,0
111
+-9.35526,0.772229,0
112
+-3.59904,-1.14501,0
113
+-2.87678,0.385213,0
114
+-7.32882,0.298173,0
115
+-7.87577,-0.832216,0
116
+-9.37201,-0.202127,0
117
+-9.50205,-1.86227,0
118
+-5.545,-0.263095,0
119
+-6.62747,-3.06944,0
120
+-7.36462,0.994425,0
121
+-2.12852,0.614636,0
122
+-5.79465,-1.89097,0
123
+-5.01737,-1.43128,0
124
+-4.75625,0.284002,0
125
+-3.8322,-1.17865,0
126
+-5.37572,-1.49445,0
127
+-4.71608,-0.894082,0
128
+-3.91446,-1.44999,0
129
+-9.92187,-1.73957,0
130
+-7.35964,-1.55933,0
131
+-6.56824,-2.00627,0
132
+-7.5387,-0.0170596,0
133
+-12.7005,-0.553422,0
134
+-8.35068,-0.528886,0
135
+-7.83994,-0.606749,0
136
+-10.9913,0.0069935,0
137
+-8.42365,-0.321621,0
138
+-9.13033,0.0981105,0
139
+-4.97765,0.161811,0
140
+-6.24468,-1.50784,0
141
+-7.62928,0.252056,0
142
+-4.53019,-0.585468,0
143
+-11.1806,-1.45925,0
144
+-11.2916,-0.492912,0
145
+-7.79634,-0.202119,0
146
+-7.70134,-0.368916,0
147
+-2.80184,-1.2621,0
148
+-5.92633,-0.0570896,0
149
+-8.3559,-1.45483,0
150
+-10.4069,-0.159376,0
151
+-7.87971,-2.26014,0
152
+-8.68993,-0.65486,0
153
+-5.30954,-0.40074,0
154
+-6.95742,-1.90389,0
155
+1.31721,-0.772748,0
156
+-10.08,-2.04761,0
157
+-8.08403,-0.00176168,0
158
+-9.88666,-1.18475,0
159
+-7.26025,-1.4597,0
160
+-3.15123,0.23275,0
161
+-5.9424,-0.234722,0
162
+-5.89099,-0.278193,0
163
+-5.22786,-0.0213228,0
164
+-0.53898,-0.197628,0
165
+-6.32044,0.527161,0
166
+-5.77579,0.359205,0
167
+-4.52189,-2.00773,0
168
+-2.29462,1.3101,0
169
+-5.22618,-1.22465,0
170
+-5.20318,-0.75817,0
171
+-5.33609,0.45696,0
172
+-4.80502,-0.788754,0
173
+-4.65703,-0.642784,0
174
+-7.6295,0.101546,0
175
+-6.65342,-1.08809,0
176
+-7.15335,1.86446,0
177
+-2.06327,-0.37365,0
178
+-9.88505,0.246238,0
179
+-2.77669,0.188702,0
180
+-6.59288,-0.706516,0
181
+-2.63656,-0.711943,0
182
+-6.1853,-1.64703,0
183
+-8.91405,-1.24578,0
184
+-6.88454,1.36884,0
185
+-10.0779,-0.271513,0
186
+-5.81706,-0.574461,0
187
+-9.89018,1.50763,0
188
+-8.33691,-0.885947,0
189
+-10.3924,0.639131,0
190
+-4.64088,-0.860427,0
191
+-6.16935,-0.871135,0
192
+-5.27672,0.428136,0
193
+-4.67914,-1.86106,0
194
+-11.4376,-3.04339,0
195
+-6.50204,2.08643,0
196
+-8.27498,-0.424813,0
197
+-4.34557,-1.31765,0
198
+-2.47717,-0.500809,0
199
+-5.79071,0.951154,0
200
+-12.712,-2.51333,0
201
+-8.91842,-0.724682,0
202
+-5.09298,-0.483387,0
203
+-4.89828,-2.30137,0
204
+-6.20128,0.874091,0
205
+-6.44767,-0.450508,0
206
+-6.3099,0.237781,0
207
+-6.26151,-1.13147,0
208
+-8.71041,3.03626,0
209
+-9.01355,-0.219712,0
210
+-5.27999,-1.25054,0
211
+-6.59618,1.51172,0
212
+-6.41124,-0.425715,0
213
+-4.92325,-1.85915,0
214
+-10.044,0.123632,0
215
+-7.12247,-0.524036,0
216
+-5.15138,-1.96514,0
217
+-8.86795,0.046858,0
218
+-4.51441,-0.325687,0
219
+-3.31721,-1.25753,0
220
+-5.3246,-0.209876,0
221
+-5.08976,-0.343611,0
222
+-4.43855,0.366771,0
223
+-9.60535,-1.18411,0
224
+-4.45582,-1.07639,0
225
+-5.82835,-1.60397,0
226
+-4.43479,-2.26439,0
227
+-4.91305,-1.11124,0
228
+-4.71471,0.811606,0
229
+-9.15338,-0.622933,0
230
+-1.43009,-9.48008,1
231
+-1.2964,-7.20614,1
232
+-5.80288,-8.80913,1
233
+-6.36001,-9.64601,1
234
+-5.46051,-9.07558,1
235
+-1.23373,-10.4391,1
236
+-2.43216,-8.65191,1
237
+-6.9931,-9.99273,1
238
+-0.0821389,-8.27876,1
239
+-3.56927,-9.31871,1
240
+-5.55564,-9.93159,1
241
+-2.79606,-8.92043,1
242
+-8.25071,-8.11974,1
243
+3.09415,-8.81443,1
244
+3.52526,-6.48025,1
245
+-8.73716,-11.9898,1
246
+-2.83544,-8.78389,1
247
+-3.24995,-8.51249,1
248
+-2.95532,-11.9145,1
249
+0.702899,-7.8333,1
250
+-6.16021,-8.34441,1
251
+-3.75241,-10.3751,1
252
+0.133879,-7.9177,1
253
+0.530108,-8.60073,1
254
+-6.24324,-7.05516,1
255
+-3.12203,-9.11001,1
256
+-3.79034,-9.11781,1
257
+-4.12002,-6.94987,1
258
+-1.87552,-8.46539,1
259
+-1.92157,-8.46282,1
260
+2.93894,-7.6899,1
261
+-1.12655,-8.49915,1
262
+5.55825,-6.70466,1
263
+-1.7273,-9.67314,1
264
+2.59037,-9.75204,1
265
+-4.40907,-9.87979,1
266
+4.63279,-8.83743,1
267
+-4.28959,-10.35,1
268
+1.07885,-7.45568,1
269
+3.39283,-9.37048,1
270
+-1.21922,-8.53451,1
271
+-5.24486,-9.41903,1
272
+1.78732,-7.54328,1
273
+-6.48521,-10.5128,1
274
+3.24485,-10.3318,1
275
+-0.595712,-7.70371,1
276
+-0.785867,-9.40918,1
277
+1.26806,-8.83971,1
278
+-9.60098,-8.26751,1
279
+-3.4287,-8.62987,1
280
+-8.14556,-8.01981,1
281
+-3.44776,-7.78609,1
282
+-2.55579,-5.74485,1
283
+-9.07183,-7.84294,1
284
+-0.146084,-7.50744,1
285
+-10.8543,-8.79076,1
286
+-0.755574,-6.74811,1
287
+0.590998,-10.2292,1
288
+5.84803,-8.00556,1
289
+-2.95516,-9.80153,1
290
+3.65937,-8.09823,1
291
+-3.1624,-8.3435,1
292
+-2.68161,-9.52782,1
293
+-3.74185,-7.64074,1
294
+-3.11418,-9.23263,1
295
+1.47432,-10.2202,1
296
+-0.0254725,-9.69347,1
297
+-1.66787,-8.54115,1
298
+-6.53394,-8.75372,1
299
+-7.70699,-8.77551,1
300
+-9.80754,-8.90722,1
301
+-3.55157,-8.21094,1
302
+2.60725,-8.14327,1
303
+-0.970059,-8.249,1
304
+1.58312,-7.8956,1
305
+-0.398496,-9.29579,1
306
+3.26584,-9.31113,1
307
+-4.13188,-8.48066,1
308
+-1.25431,-8.90976,1
309
+-3.91879,-10.2704,1
310
+1.14267,-8.2479,1
311
+-2.30966,-10.1162,1
312
+-1.9152,-6.75522,1
313
+-2.7643,-8.70338,1
314
+-2.43185,-9.64442,1
315
+-1.9191,-8.05635,1
316
+-1.30545,-7.93263,1
317
+-0.28951,-9.20133,1
318
+-1.29886,-8.94662,1
319
+-2.30022,-9.94236,1
320
+4.7411,-8.0649,1
321
+1.69316,-8.62909,1
322
+-6.00965,-9.19473,1
323
+-2.28302,-10.7343,1
324
+-0.137175,-7.45165,1
325
+-5.2547,-8.02938,1
326
+-8.91868,-8.27649,1
327
+3.67417,-7.63222,1
328
+-4.68827,-12.5131,1
329
+-1.30881,-9.27688,1
330
+-3.66066,-11.8836,1
331
+-3.55438,-8.92899,1
332
+2.50014,-9.42897,1
333
+-6.64993,-8.01807,1
334
+2.15122,-9.65451,1
335
+-0.500979,-9.39722,1
336
+-4.98674,-7.436,1
337
+1.29326,-7.03773,1
338
+-3.58228,-10.4185,1
339
+2.42812,-11.5386,1
340
+-2.91056,-9.71288,1
341
+2.01261,-10.1846,1
342
+0.19907,-8.1394,1
343
+-3.07496,-9.67909,1
344
+-11.0708,-8.40431,1
345
+2.32632,-7.59968,1
346
+-1.67021,-8.30289,1
347
+-5.81361,-10.8799,1
348
+-5.18497,-10.1689,1
349
+-2.85162,-7.06185,1
350
+0.654182,-7.5957,1
351
+-7.42012,-9.26973,1
352
+1.76791,-8.92436,1
353
+-0.514099,-8.31016,1
354
+-6.0977,-9.94566,1
355
+-1.94223,-8.41032,1
356
+-3.30011,-8.05372,1
357
+-6.60298,-9.01283,1
358
+1.24236,-9.81155,1
359
+-5.39862,-8.10372,1
360
+1.22982,-8.48021,1
361
+-8.92245,-8.16213,1
362
+1.48555,-7.94856,1
363
+-5.6606,-8.51115,1
364
+3.47684,-8.75946,1
365
+-2.86804,-5.42933,1
366
+-7.29766,-11.2581,1
367
+-3.84437,-7.70914,1
368
+-7.22023,-7.51118,1
369
+-2.66769,-9.7867,1
370
+-2.00646,-9.74231,1
371
+0.448662,-10.3989,1
372
+-1.58159,-8.51518,1
373
+-4.36824,-8.17317,1
374
+-0.374198,-9.50443,1
375
+-2.70418,-9.34014,1
376
+-0.989946,-6.98038,1
377
+-4.72954,-9.04478,1
378
+-6.74083,-10.3983,1
379
+3.05048,-5.72452,1
380
+-9.24435,-7.97718,1
381
+-0.809653,-10.5173,1
382
+3.74466,-7.77908,1
383
+-2.22552,-10.2484,1
384
+1.52613,-11.7075,1
385
+0.851518,-8.85135,1
386
+-2.70051,-8.54862,1
387
+-6.71093,-8.70603,1
388
+2.52474,-9.16914,1
389
+-1.71394,-8.4019,1
390
+3.82197,-10.1717,1
391
+-4.60181,-9.21797,1
392
+-4.67205,-9.29363,1
393
+0.555858,-8.68292,1
394
+-2.78046,-9.49494,1
395
+-6.74268,-9.45472,1
396
+-2.05945,-9.35365,1
397
+-2.43361,-7.12331,1
398
+-1.93496,-8.46969,1
399
+-4.15076,-6.63417,1
400
+-0.555727,-7.62365,1
401
+-3.11691,-9.30994,1
402
+-3.00929,-8.20359,1
403
+-9.08316,-9.26879,1
404
+-0.789115,-9.74975,1
405
+-0.634284,-12.1135,1
406
+7.5913,-8.9155,1
407
+-1.27222,-6.97874,1
408
+-2.24307,-12.4949,1
409
+-9.78402,-10.3657,1
410
+-2.28661,-8.55163,1
411
+-5.14228,-10.0141,1
412
+2.31579,-9.48339,1
413
+-6.6343,-10.6932,1
414
+-3.99028,-9.62412,1
415
+2.96654,-7.65333,1
416
+-0.86177,-9.8824,1
417
+-2.56693,-11.3461,1
418
+-3.0804,-9.52874,1
419
+2.95082,-9.58532,1
420
+-6.0154,-8.99343,1
421
+-4.3131,-9.74677,1
422
+-1.75509,-8.66242,1
423
+-3.36201,-8.22984,1
424
+-0.663004,-8.28434,1
425
+-3.44579,-8.53241,1
426
+-2.11552,-9.15744,1
427
+-7.51125,-8.30726,1
428
+2.64805,-7.72486,1
429
+-0.487465,-7.85284,1
430
+0.665332,-8.83609,1
431
+-5.27502,-7.54356,1
432
+4.32493,-9.41954,1
433
+1.39416,-10.1426,1
434
+-5.85859,-8.33478,1
435
+-10.8347,-9.39479,1
436
+5.55474,-8.1133,1
437
+-3.22606,-10.0082,1
438
+3.20133,-9.60485,1
439
+-1.25386,-7.89004,1
440
+-4.18102,-9.39535,1
441
+1.91899,-5.94478,1
442
+-4.87797,-11.8844,1
443
+0.60358,-8.68495,1
444
+-11.3417,-9.42372,1
445
+-0.861744,-6.72213,1
446
+1.33057,-9.22981,1
447
+-0.895241,-9.02046,1
448
+3.68515,-9.35193,1
449
+-3.52593,-10.9592,1
450
+-1.21559,-8.87497,1
451
+-1.65641,-10.017,1
452
+-5.38958,-7.54152,1
453
+-5.33385,-9.55439,1
454
+-0.309007,-11.4594,1
455
+-2.98721,-10.3566,1
456
+0.00794226,-7.7524,1
457
+-4.17076,-9.10218,1
458
+0.973147,-11.3892,1
459
+1.4007,-9.65395,1
460
+-3.6069,-9.0483,1
461
+3.40438,-8.01277,1
462
+-6.56466,-10.0547,1
463
+-6.19077,-8.79375,1
464
+-6.59233,-10.7435,1
465
+-3.58433,-9.34615,1
466
+5.63689,-9.89715,1
467
+-1.7385,-9.60943,1
468
+-4.16284,-10.1755,1
469
+-0.97218,-8.47376,1
470
+-5.93521,-6.72755,1
471
+0.589496,-8.7872,1
472
+4.52163,-6.16837,1
473
+1.55233,-11.32,1
474
+-1.32742,10.4138,2
475
+0.575936,7.13762,2
476
+2.3798,4.64827,2
477
+3.002,4.91342,2
478
+1.10472,6.08506,2
479
+1.75472,8.24927,2
480
+1.24425,6.87137,2
481
+2.83778,7.09653,2
482
+-4.24327,10.7726,2
483
+0.911588,7.80952,2
484
+2.64689,8.65576,2
485
+-1.86887,6.6015,2
486
+2.00006,6.3015,2
487
+-0.740267,5.26008,2
488
+-1.85504,12.293,2
489
+2.31936,6.02372,2
490
+1.93778,6.31446,2
491
+4.28953,10.7862,2
492
+3.10062,4.27853,2
493
+-0.966303,4.8957,2
494
+0.89988,8.37384,2
495
+1.49091,7.18046,2
496
+-2.58822,9.71564,2
497
+1.94764,10.6282,2
498
+4.75188,9.31078,2
499
+3.04626,7.39649,2
500
+1.78177,6.90053,2
501
+2.2745,7.09254,2
502
+3.06739,5.82452,2
503
+3.12831,8.33638,2
504
+0.103132,8.04028,2
505
+-0.203959,9.28822,2
506
+0.470956,8.38659,2
507
+2.66859,8.43337,2
508
+0.249657,3.72676,2
509
+1.43959,8.51095,2
510
+0.366942,4.69113,2
511
+-1.07517,7.14068,2
512
+0.701617,7.43127,2
513
+1.35067,6.78813,2
514
+2.55946,4.07563,2
515
+0.356067,7.92703,2
516
+1.69949,9.02939,2
517
+2.90225,6.15818,2
518
+-1.75686,8.19605,2
519
+-0.559677,3.8594,2
520
+2.18859,7.54189,2
521
+0.45039,6.96939,2
522
+3.70177,6.37899,2
523
+3.30948,6.81785,2
524
+1.81789,8.318,2
525
+3.13843,9.95271,2
526
+-0.0185829,9.14097,2
527
+1.0938,7.1251,2
528
+0.643741,7.50655,2
529
+1.70083,8.29768,2
530
+1.75012,8.75989,2
531
+2.35914,5.3886,2
532
+3.2964,9.0214,2
533
+0.486926,7.02931,2
534
+0.481878,7.89805,2
535
+2.78362,9.40806,2
536
+4.02592,5.50813,2
537
+3.66603,8.92326,2
538
+5.26304,5.88198,2
539
+5.05451,8.53756,2
540
+2.30625,6.96081,2
541
+1.09933,5.81451,2
542
+3.67287,9.54583,2
543
+1.0858,4.63113,2
544
+-1.35995,7.9412,2
545
+2.31771,8.06847,2
546
+3.33505,9.87352,2
547
+1.81001,7.24292,2
548
+4.71309,7.76866,2
549
+-2.57463,7.03662,2
550
+1.67583,9.86068,2
551
+-1.67987,5.49595,2
552
+-0.281347,6.08828,2
553
+-0.187614,6.95946,2
554
+4.90849,8.78578,2
555
+1.68712,6.24795,2
556
+0.424288,7.66035,2
557
+1.1877,5.58091,2
558
+-1.64905,4.8612,2
559
+4.37136,7.05142,2
560
+3.45831,6.95396,2
561
+1.1336,8.30249,2
562
+4.71182,6.34425,2
563
+2.66022,5.45243,2
564
+-1.18294,9.08208,2
565
+-1.75275,7.1846,2
566
+2.13548,8.44349,2
567
+1.39514,6.93034,2
568
+0.996389,8.13014,2
569
+-0.141414,8.16495,2
570
+2.70134,5.29679,2
571
+3.81324,9.5824,2
572
+1.65711,4.2952,2
573
+2.52804,6.59925,2
574
+-2.72472,8.8267,2
575
+3.33367,9.33061,2
576
+2.73088,3.1439,2
577
+-0.00846892,5.39138,2
578
+-0.437151,7.42205,2
579
+0.957783,6.91657,2
580
+1.79385,6.75257,2
581
+3.10832,7.14207,2
582
+5.93081,6.51186,2
583
+0.278379,7.58154,2
584
+0.991364,7.10569,2
585
+2.17308,8.71169,2
586
+1.045,12.6746,2
587
+-0.74108,3.6157,2
588
+-0.784201,5.06834,2
589
+2.28077,5.78734,2
590
+1.5912,8.72915,2
591
+2.49619,6.75319,2
592
+0.787778,6.82261,2
593
+3.39663,7.67267,2
594
+1.52154,7.20374,2
595
+0.722087,7.4071,2
596
+3.06743,4.87826,2
597
+-0.257063,12.09,2
598
+0.221291,6.66201,2
599
+1.23319,6.43255,2
600
+-3.2433,6.04479,2
601
+1.58287,8.32159,2
602
+-0.519891,8.36634,2
603
+1.17763,5.15033,2
604
+-1.19603,8.15937,2
605
+0.747912,5.18171,2
606
+3.4273,5.54196,2
607
+-0.721264,7.49153,2
608
+0.82601,6.12871,2
609
+1.4267,10.0708,2
610
+3.19792,8.10179,2
611
+4.56899,9.84085,2
612
+1.37536,4.8258,2
613
+1.26331,8.42399,2
614
+2.58103,9.01097,2
615
+4.36619,6.26609,2
616
+1.42172,5.59763,2
617
+2.18351,8.64628,2
618
+3.17606,3.59684,2
619
+-0.515362,11.6113,2
620
+1.12587,5.01259,2
621
+1.72061,8.49064,2
622
+0.592744,10.4638,2
623
+-2.17988,9.31681,2
624
+1.24081,9.71523,2
625
+3.56821,7.20971,2
626
+-0.323146,5.91599,2
627
+3.55144,8.45139,2
628
+2.79888,6.46826,2
629
+1.27228,9.05798,2
630
+0.629771,8.28074,2
631
+-0.236418,7.85143,2
632
+2.86531,7.86564,2
633
+2.24289,7.37526,2
634
+3.62158,8.0497,2
635
+0.0701285,10.232,2
636
+3.25247,6.73958,2
637
+1.27492,9.77921,2
638
+-0.11272,6.86484,2
639
+2.35393,9.10392,2
640
+1.20685,6.59043,2
641
+2.25171,8.99613,2
642
+1.80132,7.8665,2
643
+0.888866,6.56906,2
644
+2.80186,8.87711,2
645
+3.02589,7.62461,2
646
+-1.28612,8.11568,2
647
+0.00441141,9.81116,2
648
+2.15047,4.97502,2
649
+1.05056,8.45544,2
650
+2.81227,4.88385,2
651
+-1.42273,11.0423,2
652
+-0.100882,4.8756,2
653
+3.43858,6.4559,2
654
+2.30255,8.02385,2
655
+1.13205,4.92598,2
656
+3.8539,5.69143,2
657
+-1.72985,8.49472,2
658
+0.937818,8.63844,2
659
+1.89123,7.15307,2
660
+1.74054,6.73973,2
661
+-0.866206,7.92403,2
662
+3.59385,4.90233,2
663
+3.34264,7.83242,2
664
+0.680652,7.28754,2
665
+0.924442,6.02213,2
666
+0.548867,6.97365,2
667
+2.0743,6.76251,2
668
+0.2919,6.38111,2
669
+0.740335,5.77026,2
670
+3.0465,5.98273,2
671
+-1.16411,6.9203,2
672
+0.887892,6.26917,2
673
+0.907725,8.93901,2
674
+3.44845,6.89639,2
675
+1.8676,7.02545,2
676
+-2.47276,10.9318,2
677
+-1.38522,7.03881,2
678
+2.32039,7.20353,2
679
+1.49925,7.79864,2
680
+2.83963,7.07416,2
681
+0.713342,7.18126,2
682
+2.34774,8.31991,2
683
+0.298339,6.96311,2
684
+0.659714,6.75325,2
685
+5.27044,7.17416,2
686
+-0.596392,7.87532,2
687
+-0.223257,7.77303,2
688
+1.7873,6.51866,2
689
+2.80098,7.00633,2
690
+1.16716,7.12372,2
691
+1.74375,6.7843,2
692
+3.31308,7.70023,2
693
+-0.727889,9.01371,2
694
+0.153325,4.65147,2
695
+-0.631363,8.23679,2
696
+-1.16762,11.1104,2
697
+4.9923,4.46157,2
698
+0.848707,9.27955,2
699
+0.257131,5.7131,2
700
+3.75294,9.08674,2
701
+2.42517,4.47332,2
702
+0.0618976,6.66184,2
703
+3.08985,5.08749,2
704
+2.0054,6.3081,2
705
+1.31544,6.13322,2
706
+0.543663,6.62967,2
707
+2.59406,9.21311,2
708
+1.80384,9.53158,2
709
+3.80675,6.4688,2
710
+-0.115898,8.74156,2
711
+-0.335547,7.041,2
712
+3.03703,7.89455,2
713
+2.75147,6.22679,2
714
+3.59876,6.39026,2
715
+-0.453002,10.0101,2
716
+1.2125,4.70109,2
717
+4.95831,6.38063,2
718
+4.1817,7.59396,2
719
+1.3856,8.90014,2
720
+0.532603,6.92087,2
721
+1.33839,6.96774,2
722
+0.0889271,2.96824,2
723
+3.31312,7.33012,2
724
+1.55402,9.50518,2
725
+0.476118,7.63187,2
726
+1.19723,5.80103,2
727
+3.38378,5.01754,2
728
+-1.45247,8.26498,2
729
+-0.335424,5.52077,2
730
+0.234805,9.34339,2
731
+1.10246,6.92106,2
732
+1.98283,10.1868,2
733
+-2.23114,6.47931,2
734
+-0.275904,6.83132,2
735
+2.82412,10.7054,2
736
+0.602282,8.77758,2
737
+-1.16639,9.55652,2
738
+2.78084,8.4028,2
739
+2.2604,7.82254,2
740
+-0.0968979,6.63451,2
741
+0.892509,9.51129,2
742
+2.32534,5.49208,2
743
+1.82888,8.11414,2
744
+-1.48586,8.2656,2
745
+2.09316,4.60408,2
746
+0.15442,3.16495,2
747
+0.467491,5.81208,2
748
+-1.11779,6.45487,2
749
+-0.354722,6.85482,2
750
+1.06157,8.9926,2
751
+1.28251,5.64343,2
752
+1.13032,8.12401,2
753
+4.18169,7.64905,2
754
+1.13741,8.79368,2
755
+1.75273,10.7228,2
756
+-0.110929,6.98676,2
757
+4.36906,6.87202,2
758
+-0.524367,11.6388,2
759
+-0.410988,6.71236,2
760
+0.0200517,11.2023,2
761
+0.94531,7.47974,2
762
+3.79341,8.33141,2
763
+2.30172,6.14647,2
764
+3.5255,8.59357,2
765
+2.91538,6.79016,2
766
+4.58037,7.02327,2
767
+1.56862,5.37796,2
768
+-0.237563,2.43854,2
769
+3.07608,8.5735,2
770
+1.71211,8.56252,2
771
+2.49902,7.61016,2
772
+6.13747,7.61141,2
773
+-0.606692,7.7468,2
774
+-1.81123,6.67736,2
775
+0.786998,6.6435,2
776
+-0.750157,7.13496,2
777
+6.24366,5.6987,2
778
+-0.41651,8.93321,2
779
+2.30189,6.05284,2
780
+1.79399,5.98702,2
781
+4.63245,10.2009,2
782
+-0.295379,10.1991,2
783
+1.54367,6.83831,2
784
+4.2429,8.95898,2
785
+2.92071,8.08126,2
786
+-9.41607,-7.11147,3
787
+-9.20295,-7.04055,3
788
+-9.30626,-7.09314,3
789
+-9.40504,-7.24042,3
790
+-9.42272,-7.16221,3
791
+-9.23744,-6.96663,3
792
+-9.32929,-7.0509,3
793
+-9.28358,-7.28186,3
794
+-9.35947,-7.20923,3
795
+-9.2969,-7.30094,3
796
+-9.44375,-7.25158,3
797
+-9.41473,-7.21169,3
798
+-9.33709,-7.37395,3
799
+-9.56939,-7.01958,3
800
+-9.19304,-7.29816,3
801
+-9.42329,-7.21734,3
802
+-9.00764,-7.40439,3
803
+-9.35921,-7.27383,3
804
+-9.26278,-7.31876,3
805
+-9.4524,-7.2368,3
806
+-9.25743,-7.23958,3
807
+-9.085,-7.46379,3
808
+-9.27715,-7.37645,3
809
+-9.3848,-7.14376,3
810
+-9.34869,-7.01495,3
811
+-9.2098,-7.2124,3
812
+-9.40758,-7.067,3
813
+-9.33333,-7.14209,3
814
+-9.22499,-7.16836,3
815
+-9.36077,-7.09047,3
816
+-9.25341,-7.23465,3
817
+-9.23661,-7.13711,3
818
+-9.27148,-7.21863,3
819
+-9.24048,-7.41101,3
820
+-9.1661,-7.38579,3
821
+-9.18658,-7.44829,3
822
+-9.29229,-7.16649,3
823
+-9.21297,-7.46804,3
824
+-9.30163,-7.0518,3
825
+-9.14391,-7.44675,3
826
+-9.33036,-7.06164,3
827
+-9.41319,-7.13187,3
828
+-9.4113,-7.32319,3
829
+-9.24437,-7.50367,3
830
+-9.30038,-7.13739,3
831
+-9.24564,-7.28148,3
832
+-9.28384,-7.2559,3
833
+-9.15233,-7.39681,3
834
+-9.26577,-7.04919,3
835
+-9.5127,-7.04294,3
836
+-9.49208,-7.23969,3
837
+-9.38822,-7.03848,3
838
+-9.24766,-7.55512,3
839
+-9.30549,-7.05335,3
840
+-9.26319,-7.22475,3
841
+-9.12051,-7.29205,3
842
+-9.41608,-7.28598,3
843
+-9.26883,-7.27327,3
844
+-9.32099,-7.51045,3
845
+-9.31615,-7.18519,3
846
+-9.18688,-7.34386,3
847
+-9.15005,-7.14557,3
848
+-9.41902,-7.29888,3
849
+-9.22852,-7.10814,3
850
+-9.20441,-7.12448,3
851
+-9.26241,-7.33746,3
852
+-9.25355,-7.34667,3
853
+-9.11104,-7.45983,3
854
+-9.42915,-7.29612,3
855
+-9.19209,-7.36492,3
856
+-9.3889,-6.94056,3
857
+-9.46334,-7.01901,3
858
+-9.4198,-7.17674,3
859
+-9.39732,-7.08513,3
860
+-9.59452,-7.06261,3
861
+-9.28884,-7.4932,3
862
+-9.36328,-7.23699,3
863
+-9.55139,-7.20554,3
864
+-9.31646,-7.57584,3
865
+-9.03595,-7.47577,3
866
+-9.6066,-6.82848,3
867
+-9.15793,-7.3472,3
868
+-9.2581,-7.36403,3
869
+-9.49397,-7.0513,3
870
+-9.42142,-7.13648,3
871
+-9.29501,-7.22693,3
872
+-9.37668,-7.02253,3
873
+-9.32054,-7.24314,3
874
+-9.39543,-7.2932,3
875
+-9.56249,-7.00853,3
876
+-9.43481,-7.06642,3
877
+-9.286,-7.56287,3
878
+-9.42442,-7.20312,3
879
+-9.42318,-7.07451,3
880
+-9.20615,-7.07531,3
881
+-9.44046,-7.17782,3
882
+-9.41189,-7.14223,3
883
+-9.2162,-7.32599,3
884
+-9.22509,-7.47183,3
885
+-9.37243,-7.36297,3
886
+-9.17332,-7.15329,3

+ 1271
- 0
artificial/2d-4c.arff
File diff suppressed because it is too large
View File


+ 1013
- 0
artificial/2dnormals.arff
File diff suppressed because it is too large
View File


+ 2013
- 0
artificial/2sp2glob.arff
File diff suppressed because it is too large
View File


+ 324
- 0
artificial/3-spiral.arff View File

@@ -0,0 +1,324 @@
1
+% Spiral, N=312, M=3, D=2
2
+% Chang, H. and D.Y. Yeung, Robust path-based spectral clustering. Pattern Recognition, 2008. 41(1): p. 191-203.
3
+%
4
+% source: http://cs.joensuu.fi/sipu/datasets/
5
+%
6
+@relation 3-spiral
7
+
8
+@ATTRIBUTE x REAL
9
+@ATTRIBUTE y REAL
10
+@ATTRIBUTE class {1,2,3}
11
+
12
+@DATA
13
+31.95,7.95,3
14
+31.15,7.3,3
15
+30.45,6.65,3
16
+29.7,6,3
17
+28.9,5.55,3
18
+28.05,5,3
19
+27.2,4.55,3
20
+26.35,4.15,3
21
+25.4,3.85,3
22
+24.6,3.6,3
23
+23.6,3.3,3
24
+22.75,3.15,3
25
+21.85,3.05,3
26
+20.9,3,3
27
+20,2.9,3
28
+19.1,3,3
29
+18.2,3.2,3
30
+17.3,3.25,3
31
+16.55,3.5,3
32
+15.7,3.7,3
33
+14.85,4.1,3
34
+14.15,4.4,3
35
+13.4,4.75,3
36
+12.7,5.2,3
37
+12.05,5.65,3
38
+11.45,6.15,3
39
+10.9,6.65,3
40
+10.3,7.25,3
41
+9.7,7.85,3
42
+9.35,8.35,3
43
+8.9,9.05,3
44
+8.55,9.65,3
45
+8.15,10.35,3
46
+7.95,10.95,3
47
+7.75,11.7,3
48
+7.55,12.35,3
49
+7.45,13,3
50
+7.35,13.75,3
51
+7.3,14.35,3
52
+7.35,14.95,3
53
+7.35,15.75,3
54
+7.55,16.35,3
55
+7.7,16.95,3
56
+7.8,17.55,3
57
+8.05,18.15,3
58
+8.3,18.75,3
59
+8.65,19.3,3
60
+8.9,19.85,3
61
+9.3,20.3,3
62
+9.65,20.8,3
63
+10.2,21.25,3
64
+10.6,21.65,3
65
+11.1,22.15,3
66
+11.55,22.45,3
67
+11.95,22.7,3
68
+12.55,23,3
69
+13.05,23.2,3
70
+13.45,23.4,3
71
+14,23.55,3
72
+14.55,23.6,3
73
+15.1,23.75,3
74
+15.7,23.75,3
75
+16.15,23.85,3
76
+16.7,23.8,3
77
+17.15,23.75,3
78
+17.75,23.75,3
79
+18.2,23.6,3
80
+18.65,23.5,3
81
+19.1,23.35,3
82
+19.6,23.15,3
83
+20,22.95,3
84
+20.4,22.7,3
85
+20.7,22.55,3
86
+21,22.15,3
87
+21.45,21.95,3
88
+21.75,21.55,3
89
+22,21.25,3
90
+22.25,21,3
91
+22.5,20.7,3
92
+22.65,20.35,3
93
+22.75,20.05,3
94
+22.9,19.65,3
95
+23,19.35,3
96
+23.1,19,3
97
+23.15,18.65,3
98
+23.2,18.25,3
99
+23.2,18.05,3
100
+23.2,17.8,3
101
+23.1,17.45,3
102
+23.05,17.15,3
103
+22.9,16.9,3
104
+22.85,16.6,3
105
+22.7,16.4,3
106
+22.6,16.2,3
107
+22.55,16.05,3
108
+22.4,15.95,3
109
+22.35,15.8,3
110
+22.2,15.65,3
111
+22.15,15.55,3
112
+22,15.4,3
113
+21.9,15.3,3
114
+21.85,15.25,3
115
+21.75,15.15,3
116
+21.65,15.05,3
117
+21.55,15,3
118
+21.5,14.9,3
119
+19.35,31.65,1
120
+20.35,31.45,1
121
+21.35,31.1,1
122
+22.25,30.9,1
123
+23.2,30.45,1
124
+23.95,30.05,1
125
+24.9,29.65,1
126
+25.6,29.05,1
127
+26.35,28.5,1
128
+27.15,27.9,1
129
+27.75,27.35,1
130
+28.3,26.6,1
131
+28.95,25.85,1
132
+29.5,25.15,1
133
+29.95,24.45,1
134
+30.4,23.7,1
135
+30.6,22.9,1
136
+30.9,22.1,1
137
+31.25,21.3,1
138
+31.35,20.55,1
139
+31.5,19.7,1
140
+31.55,18.9,1
141
+31.65,18.15,1
142
+31.6,17.35,1
143
+31.45,16.55,1
144
+31.3,15.8,1
145
+31.15,15.05,1
146
+30.9,14.35,1
147
+30.6,13.65,1
148
+30.3,13,1
149
+29.9,12.3,1
150
+29.5,11.75,1
151
+29,11.15,1
152
+28.5,10.6,1
153
+28,10.1,1
154
+27.55,9.65,1
155
+26.9,9.1,1
156
+26.25,8.8,1
157
+25.7,8.4,1
158
+25.15,8.05,1
159
+24.5,7.75,1
160
+23.9,7.65,1
161
+23.15,7.4,1
162
+22.5,7.3,1
163
+21.9,7.1,1
164
+21.25,7.05,1
165
+20.5,7,1
166
+19.9,6.95,1
167
+19.25,7.05,1
168
+18.75,7.1,1
169
+18.05,7.25,1
170
+17.5,7.35,1
171
+16.9,7.6,1
172
+16.35,7.8,1
173
+15.8,8.05,1
174
+15.4,8.35,1
175
+14.9,8.7,1
176
+14.45,8.9,1
177
+13.95,9.3,1
178
+13.6,9.65,1
179
+13.25,10.1,1
180
+12.95,10.55,1
181
+12.65,10.9,1
182
+12.35,11.4,1
183
+12.2,11.75,1
184
+11.95,12.2,1
185
+11.8,12.65,1
186
+11.75,13.05,1
187
+11.55,13.6,1
188
+11.55,14,1
189
+11.55,14.35,1
190
+11.55,14.7,1
191
+11.6,15.25,1
192
+11.65,15.7,1
193
+11.8,16.05,1
194
+11.85,16.5,1
195
+12,16.75,1
196
+12.15,17.2,1
197
+12.3,17.6,1
198
+12.55,17.85,1
199
+12.8,18.05,1
200
+13.1,18.4,1
201
+13.3,18.6,1
202
+13.55,18.85,1
203
+13.8,19.05,1
204
+14.15,19.25,1
205
+14.45,19.5,1
206
+14.85,19.55,1
207
+15,19.7,1
208
+15.25,19.7,1
209
+15.55,19.85,1
210
+15.95,19.9,1
211
+16.2,19.9,1
212
+16.55,19.9,1
213
+16.85,19.9,1
214
+17.2,19.9,1
215
+17.4,19.8,1
216
+17.65,19.75,1
217
+17.8,19.7,1
218
+18,19.6,1
219
+18.2,19.55,1
220
+3.9,9.6,2
221
+3.55,10.65,2
222
+3.35,11.4,2
223
+3.1,12.35,2
224
+3.1,13.25,2
225
+3.05,14.15,2
226
+3,15.1,2
227
+3.1,16,2
228
+3.2,16.85,2
229
+3.45,17.75,2
230
+3.7,18.7,2
231
+3.95,19.55,2
232
+4.35,20.25,2
233
+4.7,21.1,2
234
+5.15,21.8,2
235
+5.6,22.5,2
236
+6.2,23.3,2
237
+6.8,23.85,2
238
+7.35,24.45,2
239
+8.05,24.95,2
240
+8.8,25.45,2
241
+9.5,26,2
242
+10.2,26.35,2
243
+10.9,26.75,2
244
+11.7,27,2
245
+12.45,27.25,2
246
+13.3,27.6,2
247
+14.05,27.6,2
248
+14.7,27.75,2
249
+15.55,27.75,2
250
+16.4,27.75,2
251
+17.1,27.75,2
252
+17.9,27.75,2
253
+18.55,27.7,2
254
+19.35,27.6,2
255
+20.1,27.35,2
256
+20.7,27.1,2
257
+21.45,26.8,2
258
+22.05,26.5,2
259
+22.7,26.15,2
260
+23.35,25.65,2
261
+23.8,25.3,2
262
+24.3,24.85,2
263
+24.75,24.35,2
264
+25.25,23.95,2
265
+25.65,23.45,2
266
+26.05,23,2
267
+26.2,22.3,2
268
+26.6,21.8,2
269
+26.75,21.25,2
270
+27,20.7,2
271
+27.15,20.15,2
272
+27.15,19.6,2
273
+27.35,19.1,2
274
+27.35,18.45,2
275
+27.4,18,2
276
+27.3,17.4,2
277
+27.15,16.9,2
278
+27,16.4,2
279
+27,15.9,2
280
+26.75,15.35,2
281
+26.55,14.85,2
282
+26.3,14.45,2
283
+25.95,14.1,2
284
+25.75,13.7,2
285
+25.35,13.3,2
286
+25.05,12.95,2
287
+24.8,12.7,2
288
+24.4,12.45,2
289
+24.05,12.2,2
290
+23.55,11.85,2
291
+23.2,11.65,2
292
+22.75,11.4,2
293
+22.3,11.3,2
294
+21.9,11.1,2
295
+21.45,11.05,2
296
+21.1,11,2
297
+20.7,10.95,2
298
+20.35,10.95,2
299
+19.95,11,2
300
+19.55,11,2
301
+19.15,11.05,2
302
+18.85,11.1,2
303
+18.45,11.25,2
304
+18.15,11.35,2
305
+17.85,11.5,2
306
+17.5,11.7,2
307
+17.2,11.95,2
308
+17,12.05,2
309
+16.75,12.2,2
310
+16.65,12.35,2
311
+16.5,12.5,2
312
+16.35,12.7,2
313
+16.2,12.8,2
314
+16.15,12.95,2
315
+16,13.1,2
316
+15.95,13.25,2
317
+15.9,13.4,2
318
+15.8,13.5,2
319
+15.8,13.65,2
320
+15.75,13.85,2
321
+15.65,14.05,2
322
+15.65,14.25,2
323
+15.65,14.5,2
324
+15.65,14.6,2

+ 412
- 0
artificial/3MC.arff View File

@@ -0,0 +1,412 @@
1
+% Dataset from: http://mail.tku.edu.tw/chchou/others/others.htm
2
+%
3
+% M. C. Su, C. H. Chou, and C. C. Hsieh, “Fuzzy C-Means Algorithm with a Point Symmetry Distance,” 
4
+% International Journal of Fuzzy Systems, vol. 7, no. 4, pp. 175-181, 2005.
5
+%
6
+@RELATION 3MC
7
+
8
+@ATTRIBUTE x REAL
9
+@ATTRIBUTE y REAL
10
+@ATTRIBUTE class {1,2,3}
11
+
12
+@DATA
13
+-3.053,0.787,1
14
+-2.535,1.088,1
15
+-2.667,0.611,1
16
+-2.598,1.323,1
17
+2.173,0.864,1
18
+0.606,0.742,1
19
+-1.686,0.854,1
20
+2.307,1.196,1
21
+0.520,1.155,1
22
+-0.484,0.985,1
23
+-1.857,1.337,1
24
+-3.460,0.868,1
25
+-0.324,1.237,1
26
+0.319,1.149,1
27
+0.714,1.399,1
28
+-2.184,1.529,1
29
+0.128,1.446,1
30
+2.357,0.693,1
31
+0.605,1.402,1
32
+-0.770,1.401,1
33
+1.199,1.135,1
34
+-4.580,1.124,1
35
+2.693,1.038,1
36
+-1.969,0.901,1
37
+0.597,1.031,1
38
+-3.557,1.064,1
39
+4.359,1.041,1
40
+-4.393,1.371,1
41
+-3.509,0.876,1
42
+-0.494,0.743,1
43
+2.767,1.281,1
44
+0.926,1.275,1
45
+0.161,0.716,1
46
+3.213,0.846,1
47
+3.715,1.502,1
48
+3.889,0.644,1
49
+-1.021,1.156,1
50
+-3.313,1.288,1
51
+-0.105,0.834,1
52
+-4.164,1.255,1
53
+3.566,1.288,1
54
+-0.949,0.628,1
55
+-2.198,1.493,1
56
+0.898,1.260,1
57
+-2.996,0.668,1
58
+2.913,1.001,1
59
+-0.088,0.893,1
60
+-3.480,1.211,1
61
+-0.642,0.825,1
62
+1.870,0.805,1
63
+-0.952,1.485,1
64
+-2.330,0.901,1
65
+-0.390,1.052,1
66
+4.044,1.107,1
67
+1.593,1.549,1
68
+-1.297,0.868,1
69
+-1.516,1.203,1
70
+-3.205,1.021,1
71
+-1.776,1.122,1
72
+-1.997,1.535,1
73
+-4.031,0.632,1
74
+3.695,1.299,1
75
+-0.956,1.342,1
76
+0.106,1.458,1
77
+-0.767,1.219,1
78
+-3.211,1.330,1
79
+3.486,1.483,1
80
+-0.581,1.541,1
81
+-1.476,0.938,1
82
+3.407,1.408,1
83
+-2.110,1.324,1
84
+-0.363,0.971,1
85
+1.960,0.668,1
86
+-0.857,0.981,1
87
+-3.693,0.845,1
88
+-0.163,1.078,1
89
+-3.014,1.023,1
90
+-3.621,0.854,1
91
+-1.842,0.731,1
92
+3.689,0.960,1
93
+-1.173,0.894,1
94
+-0.394,0.854,1
95
+-2.588,0.670,1
96
+-1.131,1.172,1
97
+2.051,1.406,1
98
+-1.009,0.669,1
99
+-4.418,0.845,1
100
+1.451,0.751,1
101
+-2.588,0.978,1
102
+2.061,0.894,1
103
+0.667,1.170,1
104
+3.679,1.513,1
105
+4.367,0.964,1
106
+3.106,0.746,1
107
+-1.707,1.024,1
108
+3.860,0.743,1
109
+3.876,1.023,1
110
+2.310,1.506,1
111
+-1.027,1.042,1
112
+2.032,0.653,1
113
+-1.256,1.459,1
114
+-1.520,1.517,1
115
+1.011,0.822,1
116
+-3.825,0.975,1
117
+0.767,0.768,1
118
+2.720,0.655,1
119
+1.578,0.824,1
120
+-1.978,1.305,1
121
+3.468,1.542,1
122
+-2.352,1.554,1
123
+-3.453,1.371,1
124
+-2.643,0.616,1
125
+1.373,0.827,1
126
+0.956,0.744,1
127
+-3.831,1.061,1
128
+3.003,1.040,1
129
+2.012,0.927,1
130
+3.975,1.353,1
131
+0.404,1.233,1
132
+-2.932,0.790,1
133
+1.747,8.187,2
134
+0.219,6.065,2
135
+2.688,4.617,2
136
+2.133,3.011,2
137
+1.824,5.002,2
138
+1.923,3.626,2
139
+0.973,6.264,2
140
+0.668,8.206,2
141
+0.342,5.024,2
142
+3.114,4.254,2
143
+0.876,10.907,2
144
+0.796,9.325,2
145
+2.320,4.555,2
146
+1.078,7.116,2
147
+1.585,7.640,2
148
+2.943,5.737,2
149
+0.332,4.140,2
150
+2.468,6.952,2
151
+1.476,6.637,2
152
+0.571,9.919,2
153
+0.749,5.690,2
154
+2.514,3.799,2
155
+1.243,5.416,2
156
+1.129,10.721,2
157
+1.928,6.846,2
158
+1.788,3.957,2
159
+0.293,4.847,2
160
+2.405,10.802,2
161
+1.880,7.830,2
162
+1.001,8.210,2
163
+2.999,4.535,2
164
+2.298,3.020,2
165
+1.724,9.077,2
166
+1.493,3.438,2
167
+0.665,7.631,2
168
+2.501,4.667,2
169
+2.397,6.431,2
170
+1.063,7.043,2
171
+1.664,3.796,2
172
+3.159,5.441,2
173
+2.683,4.207,2
174
+1.971,6.905,2
175
+1.291,9.276,2
176
+0.910,9.106,2
177
+1.343,5.651,2
178
+1.567,5.681,2
179
+1.400,8.526,2
180
+1.875,10.264,2
181
+1.961,7.116,2
182
+2.256,10.813,2
183
+0.446,10.470,2
184
+2.515,9.902,2
185
+3.177,5.489,2
186
+2.244,6.245,2
187
+0.779,5.556,2
188
+1.120,5.287,2
189
+0.888,9.323,2
190
+1.695,3.234,2
191
+1.342,5.436,2
192
+1.855,8.774,2
193
+2.366,5.688,2
194
+1.441,7.651,2
195
+0.228,3.285,2
196
+2.602,5.893,2
197
+2.259,3.498,2
198
+1.860,8.525,2
199
+1.804,9.068,2
200
+2.341,10.513,2
201
+2.601,4.711,2
202
+1.712,10.293,2
203
+1.389,5.120,2
204
+1.811,3.722,2
205
+1.158,5.225,2
206
+2.673,10.470,2
207
+2.405,5.605,2
208
+0.848,10.885,2
209
+2.317,6.270,2
210
+2.501,3.168,2
211
+1.410,8.452,2
212
+0.543,5.644,2
213
+0.707,8.583,2
214
+0.393,4.949,2
215
+1.211,9.303,2
216
+0.468,7.002,2
217
+0.284,4.603,2
218
+1.803,4.395,2
219
+0.621,10.415,2
220
+3.024,7.522,2
221
+1.054,5.603,2
222
+3.135,3.071,2
223
+0.769,10.032,2
224
+1.562,4.295,2
225
+1.899,9.309,2
226
+0.844,3.742,2
227
+1.434,10.706,2
228
+3.058,5.795,2
229
+1.033,6.619,2
230
+1.159,5.389,2
231
+1.930,5.792,2
232
+2.286,10.883,2
233
+3.091,10.019,2
234
+1.141,8.064,2
235
+0.324,9.338,2
236
+0.687,4.007,2
237
+1.008,4.495,2
238
+2.690,10.724,2
239
+0.673,9.237,2
240
+2.571,7.941,2
241
+0.760,5.068,2
242
+2.015,6.743,2
243
+0.581,8.696,2
244
+1.107,10.245,2
245
+0.372,9.437,2
246
+1.678,4.845,2
247
+1.786,7.423,2
248
+0.484,6.979,2
249
+0.454,5.400,2
250
+2.958,9.131,2
251
+3.138,3.289,2
252
+1.560,9.042,2
253
+0.627,8.294,2
254
+3.003,8.206,2
255
+0.454,4.940,2
256
+2.212,6.070,2
257
+1.422,6.469,2
258
+2.772,10.307,2
259
+0.851,5.806,2
260
+2.250,7.591,2
261
+1.269,10.759,2
262
+0.382,3.245,2
263
+0.554,3.051,2
264
+1.351,9.427,2
265
+2.212,7.378,2
266
+1.006,10.661,2
267
+0.494,7.172,2
268
+2.467,4.570,2
269
+2.855,5.279,2
270
+1.113,3.059,2
271
+3.167,4.364,2
272
+2.958,10.706,2
273
+2.346,7.550,2
274
+3.093,6.424,2
275
+1.804,4.460,2
276
+1.343,3.587,2
277
+2.676,9.423,2
278
+0.759,3.910,2
279
+1.106,10.270,2
280
+0.773,6.442,2
281
+2.149,10.632,2
282
+1.253,5.413,2
283
+0.544,7.859,2
284
+1.601,9.080,2
285
+3.117,4.084,2
286
+2.811,6.222,2
287
+0.430,5.775,2
288
+0.575,7.954,2
289
+2.567,5.168,2
290
+3.169,10.320,2
291
+1.255,9.513,2
292
+0.378,6.224,2
293
+0.647,8.622,2
294
+1.905,9.392,2
295
+2.268,4.942,2
296
+2.935,5.248,2
297
+3.154,7.732,2
298
+1.347,4.771,2
299
+2.537,4.957,2
300
+2.216,4.835,2
301
+3.173,3.227,2
302
+2.107,9.556,2
303
+-3.052,11.834,3
304
+-2.743,8.906,3
305
+-3.712,11.497,3
306
+-3.868,9.838,3
307
+-1.850,9.019,3
308
+-4.013,10.763,3
309
+-1.402,11.239,3
310
+-1.818,11.781,3
311
+-2.185,11.877,3
312
+-3.885,11.010,3
313
+-3.660,9.377,3
314
+-1.782,11.699,3
315
+-1.584,9.358,3
316
+-3.224,9.114,3
317
+-2.296,8.904,3
318
+-3.034,8.945,3
319
+-1.450,11.515,3
320
+-3.288,11.737,3
321
+-4.147,10.788,3
322
+-3.463,9.251,3
323
+-1.499,11.344,3
324
+-1.266,10.913,3
325
+-2.741,11.898,3
326
+-3.037,11.800,3
327
+-4.050,10.986,3
328
+-1.238,9.497,3
329
+-1.427,9.416,3
330
+-3.766,9.719,3
331
+-1.152,10.686,3
332
+-3.701,11.239,3
333
+-3.981,10.737,3
334
+-3.407,11.614,3
335
+-2.249,11.882,3
336
+-2.893,8.966,3
337
+-1.369,11.260,3
338
+-3.768,9.673,3
339
+-1.044,9.862,3
340
+-3.949,9.719,3
341
+-4.060,10.531,3
342
+-2.182,11.855,3
343
+-3.022,9.030,3
344
+-1.728,11.566,3
345
+-3.111,9.076,3
346
+-2.749,11.885,3
347
+-3.974,10.813,3
348
+-1.676,9.303,3
349
+-4.074,10.088,3
350
+-1.440,11.364,3
351
+-1.076,10.348,3
352
+-1.118,10.140,3
353
+-1.511,11.515,3
354
+-3.012,11.810,3
355
+-3.161,8.990,3
356
+-0.997,10.505,3
357
+-2.012,11.834,3
358
+-1.751,11.737,3
359
+-3.867,9.790,3
360
+-1.518,9.339,3
361
+-1.839,9.156,3
362
+-2.282,11.889,3
363
+-3.880,9.673,3
364
+-1.052,10.788,3
365
+-1.479,11.442,3
366
+-1.194,11.058,3
367
+-3.584,9.202,3
368
+-1.526,9.234,3
369
+-4.072,10.763,3
370
+-1.886,11.686,3
371
+-3.120,9.052,3
372
+-2.413,11.898,3
373
+-1.177,9.650,3
374
+-2.246,8.911,3
375
+-2.372,11.877,3
376
+-3.817,11.303,3
377
+-4.144,10.217,3
378
+-3.103,11.737,3
379
+-3.921,11.239,3
380
+-2.732,8.928,3
381
+-3.364,9.128,3
382
+-1.058,10.635,3
383
+-3.895,10.217,3
384
+-3.056,9.030,3
385
+-3.702,9.605,3
386
+-3.512,9.268,3
387
+-4.076,10.635,3
388
+-1.049,10.165,3
389
+-4.054,10.348,3
390
+-1.911,9.000,3
391
+-3.894,9.605,3
392
+-3.906,10.374,3
393
+-3.553,9.303,3
394
+-1.187,10.374,3
395
+-1.278,9.583,3
396
+-3.898,11.239,3
397
+-1.114,10.737,3
398
+-3.957,10.400,3
399
+-3.919,9.987,3
400
+-2.181,11.810,3
401
+-1.321,9.719,3
402
+-3.871,11.104,3
403
+-3.004,11.855,3
404
+-3.893,9.887,3
405
+-3.864,9.627,3
406
+-1.765,11.629,3
407
+-1.174,9.583,3
408
+-3.295,11.699,3
409
+-1.681,11.672,3
410
+-2.807,11.867,3
411
+-3.830,11.195,3
412
+-2.394,11.899,3

+ 3111
- 0
artificial/D31.arff
File diff suppressed because it is too large
View File


+ 589
- 0
artificial/DS-577.arff View File

@@ -0,0 +1,589 @@
1
+% Dataset from: http://mail.tku.edu.tw/chchou/others/others.htm
2
+%
3
+% M. C. Su, C. H. Chou, and C. C. Hsieh, “Fuzzy C-Means Algorithm with a Point Symmetry Distance,”
4
+% International Journal of Fuzzy Systems, vol. 7, no. 4, pp. 175-181, 2005.
5
+%
6
+@RELATION DS-577
7
+
8
+@ATTRIBUTE x REAL
9
+@ATTRIBUTE y REAL
10
+@ATTRIBUTE class {1,2,3}
11
+
12
+@DATA
13
+4.489013,3.949385,1
14
+3.234519,3.032182,1
15
+2.339381,3.233512,1
16
+3.067888,3.272515,1
17
+3.337977,3.214286,1
18
+1.623692,1.968673,1
19
+4.459075,3.803079,1
20
+2.746071,2.881115,1
21
+3.022935,3.244224,1
22
+2.634098,2.410794,1
23
+2.209555,2.269341,1
24
+2.938520,4.243461,1
25
+3.307581,3.077136,1
26
+4.325037,3.338618,1
27
+2.868755,2.639683,1
28
+2.849528,2.990066,1
29
+3.360591,3.146077,1
30
+1.935163,2.120289,1
31
+3.001328,3.005997,1
32
+2.815287,2.893017,1
33
+1.970595,2.479919,1
34
+3.990677,3.728278,1
35
+3.402707,3.298334,1
36
+3.945814,2.965621,1
37
+2.735176,2.449980,1
38
+3.608432,3.170064,1
39
+3.252739,3.002152,1
40
+2.484497,3.060198,1
41
+3.994705,3.673803,1
42
+2.799814,2.734718,1
43
+2.907117,2.647374,1
44
+3.115223,4.262139,1
45
+2.973952,2.696356,1
46
+3.986648,3.551485,1
47
+3.326075,3.389431,1
48
+1.859722,1.628361,1
49
+2.762185,2.475341,1
50
+2.888989,3.010208,1
51
+2.817301,3.156148,1
52
+3.017533,2.841655,1
53
+3.685522,3.447386,1
54
+3.414609,3.078967,1
55
+2.412534,2.670171,1
56
+3.551576,3.318201,1
57
+3.119800,3.169698,1
58
+3.662816,3.273339,1
59
+1.914106,2.575411,1
60
+2.720985,2.346248,1
61
+3.747047,3.591311,1
62
+4.447722,3.787515,1
63
+2.788827,2.815561,1
64
+3.065783,2.989334,1
65
+3.015519,3.216941,1
66
+2.533937,2.938429,1
67
+2.929548,3.161733,1
68
+3.606601,3.310785,1
69
+3.961470,3.833018,1
70
+3.200095,3.341090,1
71
+3.943892,3.325709,1
72
+2.584658,2.652593,1
73
+3.367641,3.577944,1
74
+2.175130,2.389279,1
75
+3.093066,3.129780,1
76
+2.019761,2.741035,1
77
+4.233482,4.221580,1
78
+2.910321,2.896588,1
79
+1.983322,2.480926,1
80
+3.507996,2.276940,1
81
+3.990402,4.059343,1
82
+1.925916,1.847545,1
83
+3.645787,3.182974,1
84
+4.467864,3.664098,1
85
+3.275536,3.071001,1
86
+4.161977,3.177847,1
87
+3.095080,2.917920,1
88
+4.149342,2.954726,1
89
+3.058275,2.963149,1
90
+3.212088,3.750984,1
91
+2.805124,2.793954,1
92
+4.023911,3.317652,1
93
+1.784738,2.587313,1
94
+2.851543,2.983566,1
95
+3.440977,3.477416,1
96
+3.884014,3.279107,1
97
+2.566988,1.667821,1
98
+3.631870,3.683508,1
99
+4.088458,3.490051,1
100
+3.419828,3.199820,1
101
+2.707251,2.447600,1
102
+3.235984,3.104053,1
103
+3.289636,3.267296,1
104
+2.412900,2.971023,1
105
+3.734321,3.365169,1
106
+3.032090,3.086383,1
107
+3.335414,2.976608,1
108
+3.027696,2.906568,1
109
+4.230003,3.549654,1
110
+2.794412,2.961592,1
111
+2.394681,2.819956,1
112
+3.058641,2.859142,1
113
+4.406613,3.409665,1
114
+2.688025,2.837901,1
115
+3.278008,2.598025,1
116
+3.077044,3.235527,1
117
+2.397153,2.696722,1
118
+3.551210,3.163015,1
119
+4.190451,3.168416,1
120
+3.975661,3.483825,1
121
+2.232810,2.231712,1
122
+3.067614,2.632267,1
123
+4.437742,3.717017,1
124
+3.957350,3.623539,1
125
+1.619938,2.306330,1
126
+2.358333,2.488342,1
127
+2.216697,3.003250,1
128
+1.918134,2.094745,1
129
+4.448454,3.367367,1
130
+4.092486,3.572451,1
131
+3.174734,3.003067,1
132
+2.684088,3.011216,1
133
+2.024979,1.756264,1
134
+3.234336,3.186087,1
135
+2.188406,3.151204,1
136
+3.201285,3.398129,1
137
+3.079424,3.077868,1
138
+3.771584,3.194418,1
139
+3.158528,4.194937,1
140
+3.240745,2.722175,1
141
+3.004074,2.656713,1
142
+4.359004,3.983718,1
143
+3.045457,3.725257,1
144
+3.311518,3.196341,1
145
+3.102863,3.114399,1
146
+2.704230,2.827280,1
147
+2.041917,2.068468,1
148
+3.529603,3.167592,1
149
+1.794351,2.203787,1
150
+3.494263,3.562563,1
151
+4.082690,3.480621,1
152
+2.457213,3.019456,1
153
+3.813425,3.711249,1
154
+3.066973,3.531343,1
155
+2.773629,2.889630,1
156
+2.249748,2.807321,1
157
+3.618595,3.175283,1
158
+2.797983,2.840190,1
159
+1.904126,3.045457,1
160
+3.362239,2.910504,1
161
+2.943556,2.240318,1
162
+2.555361,2.811625,1
163
+3.765175,3.232414,1
164
+2.491638,2.394314,1
165
+3.685614,2.645451,1
166
+3.340632,3.259880,1
167
+1.918226,2.746071,1
168
+2.996475,3.052416,1
169
+2.523499,3.386685,1
170
+3.628666,3.390255,1
171
+4.116474,3.218497,1
172
+2.613132,2.772439,1
173
+3.207785,3.330836,1
174
+2.992813,3.088488,1
175
+3.233055,3.377255,1
176
+1.767800,2.044023,1
177
+2.996384,3.115223,1
178
+3.601840,2.843760,1
179
+3.942701,3.336421,1
180
+3.245048,3.634434,1
181
+2.772988,3.315912,1
182
+4.425474,3.311792,1
183
+3.493622,3.076952,1
184
+3.586550,3.219779,1
185
+3.369289,3.120167,1
186
+3.822855,3.334498,1
187
+2.712561,2.337275,1
188
+3.655492,3.177847,1
189
+2.587588,2.708991,1
190
+3.208426,3.031816,1
191
+3.306482,3.462127,1
192
+3.516236,3.213370,1
193
+2.438810,2.723365,1
194
+3.334407,3.013596,1
195
+4.029862,3.311426,1
196
+3.439787,3.152211,1
197
+3.083178,3.240837,1
198
+2.100421,1.732002,1
199
+3.254204,3.328455,1
200
+2.785348,3.730201,1
201
+4.286676,3.583987,1
202
+1.889660,2.654149,1
203
+2.709815,2.390561,1
204
+2.923139,2.828928,1
205
+2.654332,2.930189,1
206
+2.894391,2.502533,1
207
+3.320032,3.080798,1
208
+2.326014,2.402280,1
209
+1.332209,0.848247,2
210
+0.332606,1.522279,2
211
+1.871746,0.571383,2
212
+0.207541,1.269402,2
213
+1.274987,0.755776,2
214
+-0.315058,1.648808,2
215
+0.344783,0.985763,2
216
+1.361049,0.866649,2
217
+2.266167,0.112964,2
218
+1.621342,0.739845,2
219
+1.357845,0.763741,2
220
+0.229057,1.541688,2
221
+0.090167,2.268548,2
222
+0.854747,0.964064,2
223
+1.111011,0.955916,2
224
+0.646733,1.228477,2
225
+0.478088,1.719123,2
226
+2.260125,0.195547,2
227
+1.244407,0.994827,2
228
+0.884320,1.153676,2
229
+1.209342,0.657262,2
230
+1.785043,0.957106,2
231
+0.503357,1.339991,2
232
+0.797342,1.069720,2
233
+-0.031785,1.403989,2
234
+1.447295,0.832316,2
235
+0.872784,1.564486,2
236
+0.167989,1.615665,2
237
+2.123798,1.055895,2
238
+0.881756,1.013138,2
239
+1.551759,0.457488,2
240
+1.230125,0.906842,2
241
+0.793588,0.533113,2
242
+1.406369,0.729133,2
243
+1.399228,1.232414,2
244
+0.842662,1.141316,2
245
+-0.146321,1.084460,2
246
+2.246941,0.728401,2
247
+1.768929,0.250023,2
248
+0.961959,0.926069,2
249
+0.312922,1.584811,2
250
+0.590243,1.318567,2
251
+1.702002,0.393399,2
252
+0.133290,0.976333,2
253
+1.409116,0.916822,2
254
+0.187765,1.056169,2
255
+0.675939,0.721442,2
256
+1.467528,0.469115,2
257
+0.868755,0.925977,2
258
+0.826731,1.108997,2
259
+2.161336,0.437346,2
260
+1.886944,0.347163,2
261
+0.483856,1.694678,2
262
+1.781289,0.356319,2
263
+0.980819,0.936048,2
264
+1.145161,0.524140,2
265
+0.166158,1.298975,2
266
+-0.324396,1.584536,2
267
+-0.341426,1.224631,2
268
+1.225364,1.003067,2
269
+-0.391873,1.768654,2
270
+0.487243,1.501587,2
271
+0.555727,0.266137,2
272
+1.356380,0.913251,2
273
+1.426054,0.948958,2
274
+0.377010,1.230766,2
275
+1.322687,0.881298,2
276
+1.500122,1.665929,2
277
+0.299554,1.255211,2
278
+0.599673,1.257958,2
279
+1.203757,1.232139,2
280
+-0.097888,1.645146,2
281
+1.097736,1.046007,2
282
+0.911328,1.066057,2
283
+1.009110,0.979904,2
284
+0.693609,0.765481,2
285
+1.398953,1.091510,2
286
+1.445647,1.087573,2
287
+1.269585,1.145619,2
288
+2.035539,-0.051561,2
289
+-0.315882,2.136799,2
290
+1.404996,1.620792,2
291
+0.083392,1.695502,2
292
+-0.300501,1.673162,2
293
+1.384487,1.113392,2
294
+0.282800,1.316553,2
295
+0.106098,1.694678,2
296
+0.322077,1.729560,2
297
+1.707404,0.832774,2
298
+1.344844,1.204581,2
299
+0.537049,0.909223,2
300
+2.113269,0.149220,2
301
+0.928449,0.961592,2
302
+1.793008,0.092730,2
303
+0.832316,1.120258,2
304
+0.886059,0.724006,2
305
+0.660100,0.851817,2
306
+0.420316,1.373867,2
307
+0.638127,1.330836,2
308
+1.000961,0.957747,2
309
+0.699927,1.211447,2
310
+0.949599,0.947493,2
311
+1.890973,0.519196,2
312
+1.723426,0.720435,2
313
+1.515870,1.256035,2
314
+1.186544,1.440428,2
315
+0.507019,1.176748,2
316
+0.225944,1.425779,2
317
+1.159719,1.032456,2
318
+1.120533,0.497131,2
319
+0.635289,1.041520,2
320
+1.659612,0.721809,2
321
+0.931745,0.951613,2
322
+0.488891,1.793649,2
323
+0.992538,0.840556,2
324
+-0.456511,1.874676,2
325
+0.868572,0.742409,2
326
+0.929090,1.108539,2
327
+1.931257,0.600040,2
328
+1.494903,0.540437,2
329
+1.755745,0.369594,2
330
+1.141133,0.991714,2
331
+0.834330,1.098834,2
332
+1.517609,1.001968,2
333
+0.964156,0.889355,2
334
+1.650548,0.798074,2
335
+0.784982,0.945753,2
336
+1.296777,0.942640,2
337
+0.968551,1.134449,2
338
+0.866100,1.078875,2
339
+0.989883,1.458098,2
340
+0.128620,1.467162,2
341
+0.668523,0.963973,2
342
+1.142232,0.816568,2
343
+1.325159,0.839824,2
344
+1.322321,0.588687,2
345
+1.317011,0.877911,2
346
+0.956740,1.112201,2
347
+1.279565,0.934767,2
348
+1.107990,0.923963,2
349
+0.078906,1.856182,2
350
+0.726112,1.119892,2
351
+0.396146,1.256127,2
352
+0.209189,0.860790,2
353
+1.167959,1.000320,2
354
+0.165700,1.553682,2
355
+0.695715,1.142964,2
356
+2.241081,0.369778,2
357
+2.200613,-0.093585,2
358
+-0.042680,1.140584,2
359
+0.919202,0.842845,2
360
+0.003372,1.514771,2
361
+0.407498,0.821970,2
362
+0.755226,1.210349,2
363
+0.615238,1.132618,2
364
+0.796884,1.184347,2
365
+1.625828,0.801370,2
366
+1.418088,0.815744,2
367
+-0.177541,2.055132,2
368
+-0.089007,1.580782,2
369
+0.308618,0.921308,2
370
+-0.428312,2.089282,2
371
+1.589938,0.716224,2
372
+1.155416,1.310327,2
373
+0.352107,1.350429,2
374
+0.088153,1.730750,2
375
+1.129231,0.751839,2
376
+2.048448,0.202872,2
377
+1.430448,0.759346,2
378
+2.012558,-0.068682,2
379
+1.058275,0.115894,2
380
+0.677679,1.285607,2
381
+1.929609,0.365474,2
382
+0.366573,1.350063,2
383
+2.025559,0.646733,2
384
+1.722327,0.960768,2
385
+1.651280,0.438627,2
386
+1.366817,0.796793,2
387
+1.075030,0.974319,2
388
+2.290521,0.317774,2
389
+0.984756,0.973678,2
390
+0.107013,2.156850,2
391
+0.521210,1.250175,2
392
+0.947493,1.286615,2
393
+0.201590,1.429441,2
394
+1.868816,0.062059,2
395
+0.665868,1.041154,2
396
+1.559450,0.707068,2
397
+0.366573,1.778634,2
398
+1.060381,1.000320,2
399
+1.044176,1.323969,2
400
+1.299524,0.697089,2
401
+1.588565,0.387906,2
402
+0.461058,0.879101,2
403
+0.630345,1.248436,2
404
+1.538026,0.268700,2
405
+2.027299,0.041917,2
406
+1.413785,0.778665,2
407
+1.009568,0.959944,2
408
+-0.051469,1.881542,2
409
+0.885128,3.970916,3
410
+0.515793,3.084201,3
411
+0.982452,4.144597,3
412
+0.128422,3.436140,3
413
+-0.030885,3.130161,3
414
+0.209265,3.584185,3
415
+0.453169,3.568438,3
416
+0.616688,3.896664,3
417
+0.276742,3.416913,3
418
+0.087405,3.869930,3
419
+-0.271126,3.524674,3
420
+0.844386,4.075198,3
421
+0.390912,3.153325,3
422
+0.971007,3.939055,3
423
+1.486740,3.036866,3
424
+-0.009552,2.546770,2
425
+-0.074374,3.485946,3
426
+0.308237,4.558061,3
427
+0.479720,4.007172,3
428
+0.964141,3.105716,3
429
+0.878994,3.106906,3
430
+0.497665,3.329203,3
431
+0.480087,4.149724,3
432
+0.206610,3.510575,3
433
+1.151738,3.573565,3
434
+0.041810,3.046205,3
435
+-0.437300,3.074496,3
436
+-0.195502,4.044252,3
437
+0.768395,3.269051,3
438
+1.335032,3.786157,3
439
+0.324900,3.628132,3
440
+0.338816,3.429365,3
441
+0.416639,2.573504,3
442
+0.532548,3.536485,3
443
+0.408307,2.782891,3
444
+0.612934,4.453139,3
445
+-0.213355,4.576281,3
446
+-0.685598,3.784326,3
447
+1.173620,3.855739,3
448
+0.335246,2.662496,3
449
+0.622730,3.404187,3
450
+1.207221,3.432844,3
451
+0.519822,3.331584,3
452
+0.507096,3.156346,3
453
+-0.685415,4.379803,3
454
+0.254677,4.889859,3
455
+-0.051576,3.126133,3
456
+1.586352,3.733512,3
457
+1.144322,3.073489,3
458
+1.824030,4.205390,3
459
+0.070650,4.699057,3
460
+0.013611,2.650410,3
461
+1.365337,3.597186,3
462
+-0.645497,3.334971,3
463
+0.166051,3.200842,3
464
+-0.453139,2.968017,3
465
+1.008820,3.778558,3
466
+0.166417,3.463973,3
467
+0.410779,4.696951,3
468
+0.604968,3.457472,3
469
+0.715934,3.486221,3
470
+0.057466,3.502335,3
471
+0.113956,3.519547,3
472
+1.234596,3.425703,3
473
+0.120273,3.055086,3
474
+0.899319,3.914151,3
475
+0.415448,3.846950,3
476
+0.562761,3.103702,3
477
+-0.543504,3.972198,3
478
+0.487869,2.824000,3
479
+-0.583239,3.318125,3
480
+0.910215,4.157231,3
481
+0.235176,3.721793,3
482
+-0.126469,2.821894,3
483
+1.250435,3.059481,3
484
+0.823511,3.548570,3
485
+1.797113,3.997833,3
486
+0.319498,3.042543,3
487
+0.799890,2.914457,3
488
+0.447676,3.159459,3
489
+0.084017,4.152745,3
490
+0.190588,2.855861,3
491
+-0.450392,3.270608,3
492
+1.898007,3.726096,3
493
+-0.358470,3.083651,3
494
+-0.353252,3.164586,3
495
+0.689474,3.431013,3
496
+0.253853,3.002716,3
497
+0.558641,3.082369,3
498
+0.898312,4.010743,3
499
+0.475784,3.525681,3
500
+0.459304,4.237709,3
501
+1.202185,3.566240,3
502
+0.382855,3.864620,3
503
+0.100772,4.439222,3
504
+0.463424,3.516526,3
505
+0.476974,3.143345,3
506
+1.079684,3.525132,3
507
+0.374615,2.795892,3
508
+-0.538011,3.651753,3
509
+-0.383831,3.331034,3
510
+1.055696,4.334391,3
511
+0.993896,4.157872,3
512
+0.275826,3.702109,3
513
+0.389904,3.681509,3
514
+0.464522,3.088961,3
515
+-0.666829,3.808039,3
516
+0.837794,3.588580,3
517
+-0.698599,2.755791,3
518
+0.458205,3.403272,3
519
+0.729392,3.981536,3
520
+0.313547,2.873348,3
521
+-0.157964,3.197363,3
522
+0.325907,3.448500,3
523
+-0.121708,4.584704,3
524
+1.381909,3.329295,3
525
+1.270943,3.093448,3
526
+0.495010,3.511124,3
527
+0.610736,3.299173,3
528
+-0.625080,3.143712,3
529
+0.497482,3.745140,3
530
+-0.131779,3.730399,3
531
+0.305124,3.563952,3
532
+0.940519,3.009491,3
533
+-0.169042,3.394940,3
534
+0.239021,4.161718,3
535
+0.185186,2.893033,3
536
+-0.734306,2.758721,3
537
+-0.049837,3.139409,3
538
+-0.332377,2.830409,3
539
+0.478805,2.878933,3
540
+-0.077303,3.415998,3
541
+0.457472,4.719565,3
542
+-0.040132,3.198370,3
543
+-0.276620,4.490310,3
544
+-0.228278,3.518357,3
545
+0.202948,3.230873,3
546
+0.536485,4.103214,3
547
+0.495193,3.351360,3
548
+0.347514,3.261269,3
549
+0.010224,3.607532,3
550
+1.292184,3.304483,3
551
+1.554765,3.235084,3
552
+-0.152104,3.453536,3
553
+0.277291,4.954680,3
554
+-0.342265,4.141942,3
555
+1.771569,3.518723,3
556
+0.856288,3.551775,3
557
+-0.225623,3.630146,3
558
+0.803644,3.704306,3
559
+1.124180,3.071383,3
560
+0.311533,3.328471,3
561
+1.154851,3.234169,3
562
+0.700369,3.586200,3
563
+0.023591,3.808588,3
564
+0.724540,3.667592,3
565
+0.784417,3.867550,3
566
+0.689566,2.997131,3
567
+0.101596,4.134800,3
568
+0.275460,3.141057,3
569
+0.783776,3.478988,3
570
+1.227454,3.224738,3
571
+-0.328715,3.701010,3
572
+0.569903,3.740196,3
573
+0.016449,3.377819,3
574
+-0.155217,4.657857,3
575
+0.940153,3.380291,3
576
+-0.259682,2.703055,3
577
+-0.327708,4.990020,3
578
+1.066683,4.007630,3
579
+0.628315,3.307047,3
580
+0.431745,3.225471,3
581
+-0.742821,2.961425,3
582
+0.155522,3.770318,3
583
+1.997436,4.338694,3
584
+0.951415,3.466628,3
585
+0.533647,3.069552,3
586
+-0.196966,3.260994,3
587
+0.000336,4.792535,3
588
+0.532273,3.239113,3
589
+0.403729,3.725913,3

+ 862
- 0
artificial/DS-850.arff View File

@@ -0,0 +1,862 @@
1
+% Dataset from: http://mail.tku.edu.tw/chchou/others/others.htm
2
+%
3
+% M. C. Su, C. H. Chou, and C. C. Hsieh, “Fuzzy C-Means Algorithm with a Point Symmetry Distance,”
4
+% International Journal of Fuzzy Systems, vol. 7, no. 4, pp. 175-181, 2005.
5
+%
6
+@RELATION DS-850
7
+%
8
+@ATTRIBUTE x REAL
9
+@ATTRIBUTE y REAL
10
+@ATTRIBUTE CLASS {0,1,2,3,4}
11
+%
12
+@DATA
13
+4.489013,3.949385,2
14
+3.234519,3.032182,2
15
+2.339381,3.233512,2
16
+3.067888,3.272515,2
17
+3.337977,3.214286,2
18
+1.623692,1.968673,2
19
+4.459075,3.803079,2
20
+2.746071,2.881115,2
21
+3.022935,3.244224,2
22
+2.634098,2.410794,2
23
+2.209555,2.269341,2
24
+2.93852,4.243461,2
25
+3.307581,3.077136,2
26
+4.325037,3.338618,2
27
+2.868755,2.639683,2
28
+2.849528,2.990066,2
29
+3.360591,3.146077,2
30
+1.935163,2.120289,2
31
+3.001328,3.005997,2
32
+2.815287,2.893017,2
33
+1.970595,2.479919,2
34
+3.990677,3.728278,2
35
+3.402707,3.298334,2
36
+3.945814,2.965621,2
37
+2.735176,2.44998,2
38
+3.608432,3.170064,2
39
+3.252739,3.002152,2
40
+2.484497,3.060198,2
41
+3.994705,3.673803,2
42
+2.799814,2.734718,2
43
+2.907117,2.647374,2
44
+3.115223,4.262139,2
45
+2.973952,2.696356,2
46
+3.986648,3.551485,2
47
+3.326075,3.389431,2
48
+1.859722,1.628361,2
49
+2.762185,2.475341,2
50
+2.888989,3.010208,2
51
+2.817301,3.156148,2
52
+3.017533,2.841655,2
53
+3.685522,3.447386,2
54
+3.414609,3.078967,2
55
+2.412534,2.670171,2
56
+3.551576,3.318201,2
57
+3.1198,3.169698,2
58
+3.662816,3.273339,2
59
+1.914106,2.575411,2
60
+2.720985,2.346248,2
61
+3.747047,3.591311,2
62
+4.447722,3.787515,2
63
+2.788827,2.815561,2
64
+3.065783,2.989334,2
65
+3.015519,3.216941,2
66
+2.533937,2.938429,2
67
+2.929548,3.161733,2
68
+3.606601,3.310785,2
69
+3.96147,3.833018,2
70
+3.200095,3.34109,2
71
+3.943892,3.325709,2
72
+2.584658,2.652593,2
73
+3.367641,3.577944,2
74
+2.17513,2.389279,2
75
+3.093066,3.12978,2
76
+2.019761,2.741035,2
77
+4.233482,4.22158,2
78
+2.910321,2.896588,2
79
+1.983322,2.480926,2
80
+3.507996,2.27694,2
81
+3.990402,4.059343,2
82
+1.925916,1.847545,2
83
+3.645787,3.182974,2
84
+4.467864,3.664098,2
85
+3.275536,3.071001,2
86
+4.161977,3.177847,2
87
+3.09508,2.91792,2
88
+4.149342,2.954726,2
89
+3.058275,2.963149,2
90
+3.212088,3.750984,2
91
+2.805124,2.793954,2
92
+4.023911,3.317652,2
93
+1.784738,2.587313,2
94
+2.851543,2.983566,2
95
+3.440977,3.477416,2
96
+3.884014,3.279107,2
97
+2.566988,1.667821,1
98
+3.63187,3.683508,2
99
+4.088458,3.490051,2
100
+3.419828,3.19982,2
101
+1.620579,2.594363,2
102
+2.707251,2.4476,2
103
+3.235984,3.104053,2
104
+3.289636,3.267296,2
105
+2.4129,2.971023,2
106
+3.734321,3.365169,2
107
+3.03209,3.086383,2
108
+3.335414,2.976608,2
109
+3.027696,2.906568,2
110
+4.230003,3.549654,2
111
+2.794412,2.961592,2
112
+2.394681,2.819956,2
113
+3.058641,2.859142,2
114
+4.406613,3.409665,2
115
+2.688025,2.837901,2
116
+3.278008,2.598025,2
117
+3.077044,3.235527,2
118
+2.397153,2.696722,2
119
+3.55121,3.163015,2
120
+4.190451,3.168416,2
121
+3.975661,3.483825,2
122
+2.23281,2.231712,2
123
+3.067614,2.632267,2
124
+4.437742,3.717017,2
125
+3.95735,3.623539,2
126
+1.619938,2.30633,2
127
+2.358333,2.488342,2
128
+2.216697,3.00325,2
129
+1.918134,2.094745,2
130
+4.448454,3.367367,2
131
+4.092486,3.572451,2
132
+3.174734,3.003067,2
133
+2.684088,3.011216,2
134
+2.024979,1.756264,2
135
+3.234336,3.186087,2
136
+2.188406,3.151204,2
137
+3.201285,3.398129,2
138
+3.079424,3.077868,2
139
+3.771584,3.194418,2
140
+3.158528,4.194937,2
141
+3.240745,2.722175,2
142
+3.004074,2.656713,2
143
+4.359004,3.983718,2
144
+3.045457,3.725257,2
145
+3.311518,3.196341,2
146
+3.102863,3.114399,2
147
+2.70423,2.82728,2
148
+2.041917,2.068468,2
149
+3.529603,3.167592,2
150
+1.794351,2.203787,2
151
+3.494263,3.562563,2
152
+4.08269,3.480621,2
153
+2.457213,3.019456,2
154
+3.813425,3.711249,2
155
+3.066973,3.531343,2
156
+2.773629,2.88963,2
157
+2.249748,2.807321,2
158
+3.618595,3.175283,2
159
+2.797983,2.84019,2
160
+1.904126,3.045457,2
161
+3.362239,2.910504,2
162
+2.943556,2.240318,2
163
+2.555361,2.811625,2
164
+3.765175,3.232414,2
165
+2.491638,2.394314,2
166
+3.685614,2.645451,2
167
+3.340632,3.25988,2
168
+1.918226,2.746071,2
169
+2.996475,3.052416,2
170
+2.523499,3.386685,2
171
+3.628666,3.390255,2
172
+4.116474,3.218497,2
173
+2.613132,2.772439,2
174
+3.207785,3.330836,2
175
+2.992813,3.088488,2
176
+3.233055,3.377255,2
177
+1.7678,2.044023,2
178
+2.996384,3.115223,2
179
+3.60184,2.84376,2
180
+3.942701,3.336421,2
181
+3.245048,3.634434,2
182
+2.772988,3.315912,2
183
+4.425474,3.311792,2
184
+3.493622,3.076952,2
185
+3.58655,3.219779,2
186
+3.369289,3.120167,2
187
+3.822855,3.334498,2
188
+2.712561,2.337275,2
189
+3.655492,3.177847,2
190
+2.587588,2.708991,2
191
+3.208426,3.031816,2
192
+3.306482,3.462127,2
193
+3.516236,3.21337,2
194
+2.43881,2.723365,2
195
+3.334407,3.013596,2
196
+4.029862,3.311426,2
197
+3.439787,3.152211,2
198
+3.083178,3.240837,2
199
+2.100421,1.732002,2
200
+3.254204,3.328455,2
201
+2.785348,3.730201,2
202
+4.286676,3.583987,2
203
+1.88966,2.654149,2
204
+2.709815,2.390561,2
205
+2.923139,2.828928,2
206
+2.654332,2.930189,2
207
+2.894391,2.502533,2
208
+3.320032,3.080798,2
209
+2.326014,2.40228,2
210
+1.332209,0.848247,4
211
+0.332606,1.522279,4
212
+1.871746,0.571383,4
213
+0.207541,1.269402,4
214
+1.274987,0.755776,4
215
+-0.315058,1.648808,4
216
+0.344783,0.985763,4
217
+1.361049,0.866649,4
218
+2.266167,0.112964,4
219
+1.621342,0.739845,4
220
+1.357845,0.763741,4
221
+0.229057,1.541688,4
222
+0.090167,2.268548,4
223
+0.854747,0.964064,4
224
+1.111011,0.955916,4
225
+0.646733,1.228477,4
226
+0.478088,1.719123,4
227
+2.260125,0.195547,4
228
+1.244407,0.994827,4
229
+0.88432,1.153676,4
230
+1.209342,0.657262,4
231
+1.785043,0.957106,4
232
+0.503357,1.339991,4
233
+0.797342,1.06972,4
234
+-0.031785,1.403989,4
235
+1.447295,0.832316,4
236
+0.872784,1.564486,4
237
+0.167989,1.615665,4
238
+2.123798,1.055895,4
239
+0.881756,1.013138,4
240
+1.551759,0.457488,4
241
+1.230125,0.906842,4
242
+0.793588,0.533113,4
243
+1.406369,0.729133,4
244
+1.399228,1.232414,4
245
+0.842662,1.141316,4
246
+-0.146321,1.08446,4
247
+2.246941,0.728401,4
248
+1.768929,0.250023,4
249
+0.961959,0.926069,4
250
+0.312922,1.584811,4
251
+0.590243,1.318567,4
252
+1.702002,0.393399,4
253
+0.13329,0.976333,4
254
+1.409116,0.916822,4
255
+0.187765,1.056169,4
256
+0.675939,0.721442,4
257
+1.467528,0.469115,4
258
+0.868755,0.925977,4
259
+0.826731,1.108997,4
260
+2.161336,0.437346,4
261
+1.886944,0.347163,4
262
+0.483856,1.694678,4
263
+1.781289,0.356319,4
264
+0.980819,0.936048,4
265
+1.145161,0.52414,4
266
+0.166158,1.298975,4
267
+-0.324396,1.584536,4
268
+-0.341426,1.224631,4
269
+1.225364,1.003067,4
270
+-0.391873,1.768654,4
271
+0.487243,1.501587,4
272
+0.555727,0.266137,4
273
+1.35638,0.913251,4
274
+1.426054,0.948958,4
275
+0.37701,1.230766,4
276
+1.322687,0.881298,4
277
+1.500122,1.665929,4
278
+0.299554,1.255211,4
279
+0.599673,1.257958,4
280
+1.203757,1.232139,4
281
+-0.097888,1.645146,4
282
+1.097736,1.046007,4
283
+0.911328,1.066057,4
284
+1.00911,0.979904,4
285
+0.693609,0.765481,4
286
+1.398953,1.09151,4
287
+1.445647,1.087573,4
288
+1.269585,1.145619,4
289
+2.035539,-0.051561,4
290
+-0.315882,2.136799,4
291
+1.404996,1.620792,4
292
+0.083392,1.695502,4
293
+-0.300501,1.673162,4
294
+1.384487,1.113392,4
295
+0.2828,1.316553,4
296
+0.106098,1.694678,4
297
+0.322077,1.72956,4
298
+1.707404,0.832774,4
299
+1.344844,1.204581,4
300
+0.537049,0.909223,4
301
+2.113269,0.14922,4
302
+0.928449,0.961592,4
303
+1.793008,0.09273,4
304
+0.832316,1.120258,4
305
+0.886059,0.724006,4
306
+0.6601,0.851817,4
307
+0.420316,1.373867,4
308
+0.638127,1.330836,4
309
+1.000961,0.957747,4
310
+0.699927,1.211447,4
311
+0.949599,0.947493,4
312
+1.890973,0.519196,4
313
+1.723426,0.720435,4
314
+1.51587,1.256035,4
315
+1.186544,1.440428,4
316
+0.507019,1.176748,4
317
+0.225944,1.425779,4
318
+1.159719,1.032456,4
319
+1.120533,0.497131,4
320
+0.635289,1.04152,4
321
+1.659612,0.721809,4
322
+0.931745,0.951613,4
323
+0.488891,1.793649,4
324
+0.992538,0.840556,4
325
+-0.456511,1.874676,4
326
+0.868572,0.742409,4
327
+0.92909,1.108539,4
328
+1.931257,0.60004,4
329
+1.494903,0.540437,4
330
+1.755745,0.369594,4
331
+1.141133,0.991714,4
332
+0.83433,1.098834,4
333
+1.517609,1.001968,4
334
+0.964156,0.889355,4
335
+1.650548,0.798074,4
336
+0.784982,0.945753,4
337
+1.296777,0.94264,4
338
+0.968551,1.134449,4
339
+0.8661,1.078875,4
340
+0.989883,1.458098,4
341
+0.12862,1.467162,4
342
+0.668523,0.963973,4
343
+1.142232,0.816568,4
344
+1.325159,0.839824,4
345
+1.322321,0.588687,4
346
+1.317011,0.877911,4
347
+0.95674,1.112201,4
348
+1.279565,0.934767,4
349
+1.10799,0.923963,4
350
+0.078906,1.856182,4
351
+0.726112,1.119892,4
352
+0.396146,1.256127,4
353
+0.209189,0.86079,4
354
+1.167959,1.00032,4
355
+0.1657,1.553682,4
356
+0.695715,1.142964,4
357
+2.241081,0.369778,4
358
+2.200613,-0.093585,4
359
+-0.04268,1.140584,4
360
+0.919202,0.842845,4
361
+0.003372,1.514771,4
362
+0.407498,0.82197,4
363
+0.755226,1.210349,4
364
+0.615238,1.132618,4
365
+0.796884,1.184347,4
366
+1.625828,0.80137,4
367
+1.418088,0.815744,4
368
+-0.177541,2.055132,4
369
+-0.089007,1.580782,4
370
+0.308618,0.921308,4
371
+-0.428312,2.089282,4
372
+1.589938,0.716224,4
373
+1.155416,1.310327,4
374
+0.352107,1.350429,4
375
+0.088153,1.73075,4
376
+1.129231,0.751839,4
377
+2.048448,0.202872,4
378
+1.430448,0.759346,4
379
+2.012558,-0.068682,4
380
+1.058275,0.115894,4
381
+0.677679,1.285607,4
382
+1.929609,0.365474,4
383
+0.366573,1.350063,4
384
+2.025559,0.646733,4
385
+1.722327,0.960768,4
386
+1.65128,0.438627,4
387
+1.366817,0.796793,4
388
+1.07503,0.974319,4
389
+2.290521,0.317774,4
390
+0.984756,0.973678,4
391
+0.107013,2.15685,4
392
+0.52121,1.250175,4
393
+0.947493,1.286615,4
394
+0.20159,1.429441,4
395
+1.868816,0.062059,4
396
+0.665868,1.041154,4
397
+1.55945,0.707068,4
398
+0.366573,1.778634,4
399
+1.060381,1.00032,4
400
+1.044176,1.323969,4
401
+1.299524,0.697089,4
402
+1.588565,0.387906,4
403
+0.461058,0.879101,4
404
+0.630345,1.248436,4
405
+1.538026,0.2687,4
406
+2.027299,0.041917,4
407
+1.413785,0.778665,4
408
+1.009568,0.959944,4
409
+-0.051469,1.881542,4
410
+0.885128,3.970916,3
411
+0.515793,3.084201,3
412
+0.982452,4.144597,3
413
+0.128422,3.43614,3
414
+-0.030885,3.130161,3
415
+0.209265,3.584185,3
416
+0.453169,3.568438,3
417
+0.616688,3.896664,3
418
+0.276742,3.416913,3
419
+0.087405,3.86993,3
420
+-0.271126,3.524674,3
421
+0.844386,4.075198,3
422
+0.390912,3.153325,3
423
+0.971007,3.939055,3
424
+1.48674,3.036866,3
425
+-0.009552,2.54677,3
426
+-0.074374,3.485946,3
427
+0.308237,4.558061,3
428
+0.47972,4.007172,3
429
+0.964141,3.105716,3
430
+0.878994,3.106906,3
431
+0.497665,3.329203,3
432
+0.480087,4.149724,3
433
+0.20661,3.510575,3
434
+1.151738,3.573565,3
435
+0.04181,3.046205,3
436
+-0.4373,3.074496,3
437
+-0.195502,4.044252,3
438
+0.768395,3.269051,3
439
+1.335032,3.786157,3
440
+0.3249,3.628132,3
441
+0.338816,3.429365,3
442
+0.416639,2.573504,3
443
+0.532548,3.536485,3
444
+0.408307,2.782891,3
445
+0.612934,4.453139,3
446
+-0.213355,4.576281,3
447
+-0.685598,3.784326,3
448
+1.17362,3.855739,3
449
+0.335246,2.662496,3
450
+0.62273,3.404187,3
451
+1.207221,3.432844,3
452
+0.519822,3.331584,3
453
+0.507096,3.156346,3
454
+-0.685415,4.379803,3
455
+0.254677,4.889859,3
456
+-0.051576,3.126133,3
457
+1.586352,3.733512,3
458
+1.144322,3.073489,3
459
+1.82403,4.20539,3
460
+0.07065,4.699057,3
461
+0.013611,2.65041,3
462
+1.365337,3.597186,3
463
+-0.645497,3.334971,3
464
+0.166051,3.200842,3
465
+-0.453139,2.968017,3
466
+1.00882,3.778558,3
467
+0.166417,3.463973,3
468
+0.410779,4.696951,3
469
+0.604968,3.457472,3
470
+0.715934,3.486221,3
471
+0.057466,3.502335,3
472
+0.113956,3.519547,3
473
+1.234596,3.425703,3
474
+0.120273,3.055086,3
475
+0.899319,3.914151,3
476
+0.415448,3.84695,3
477
+0.562761,3.103702,3
478
+-0.543504,3.972198,3
479
+0.487869,2.824,3
480
+-0.583239,3.318125,3
481
+0.910215,4.157231,3
482
+0.235176,3.721793,3
483
+-0.126469,2.821894,3
484
+1.250435,3.059481,3
485
+0.823511,3.54857,3
486
+1.797113,3.997833,3
487
+0.319498,3.042543,3
488
+0.79989,2.914457,3
489
+0.447676,3.159459,3
490
+-0.214637,2.469314,3
491
+0.084017,4.152745,3
492
+0.190588,2.855861,3
493
+-0.450392,3.270608,3
494
+1.898007,3.726096,3
495
+-0.35847,3.083651,3
496
+-0.353252,3.164586,3
497
+0.689474,3.431013,3
498
+0.253853,3.002716,3
499
+0.558641,3.082369,3
500
+0.898312,4.010743,3
501
+0.475784,3.525681,3
502
+0.459304,4.237709,3
503
+1.202185,3.56624,3
504
+0.382855,3.86462,3
505
+0.100772,4.439222,3
506
+0.463424,3.516526,3
507
+0.476974,3.143345,3
508
+1.079684,3.525132,3
509
+0.374615,2.795892,3
510
+-0.538011,3.651753,3
511
+-0.383831,3.331034,3
512
+1.055696,4.334391,3
513
+0.993896,4.157872,3
514
+0.275826,3.702109,3
515
+0.389904,3.681509,3
516
+0.464522,3.088961,3
517
+-0.666829,3.808039,3
518
+0.837794,3.58858,3
519
+-0.698599,2.755791,3
520
+0.458205,3.403272,3
521
+0.729392,3.981536,3
522
+0.313547,2.873348,3
523
+-0.157964,3.197363,3
524
+0.325907,3.4485,3
525
+-0.121708,4.584704,3
526
+1.381909,3.329295,3
527
+1.270943,3.093448,3
528
+0.49501,3.511124,3
529
+0.610736,3.299173,3
530
+-0.62508,3.143712,3
531
+0.497482,3.74514,3
532
+-0.131779,3.730399,3
533
+0.305124,3.563952,3
534
+0.940519,3.009491,3
535
+-0.169042,3.39494,3
536
+0.239021,4.161718,3
537
+0.185186,2.893033,3
538
+-0.734306,2.758721,3
539
+-0.049837,3.139409,3
540
+-0.332377,2.830409,3
541
+0.478805,2.878933,3
542
+-0.077303,3.415998,3
543
+0.457472,4.719565,3
544
+-0.040132,3.19837,3
545
+-0.27662,4.49031,3
546
+-0.228278,3.518357,3
547
+0.202948,3.230873,3
548
+0.536485,4.103214,3
549
+0.495193,3.35136,3
550
+0.347514,3.261269,3
551
+0.010224,3.607532,3
552
+1.292184,3.304483,3
553
+1.554765,3.235084,3
554
+-0.152104,3.453536,3
555
+0.277291,4.95468,3
556
+-0.342265,4.141942,3
557
+1.771569,3.518723,3
558
+0.856288,3.551775,3
559
+-0.225623,3.630146,3
560
+0.803644,3.704306,3
561
+1.12418,3.071383,3
562
+0.311533,3.328471,3
563
+1.154851,3.234169,3
564
+0.700369,3.5862,3
565
+0.023591,3.808588,3
566
+0.72454,3.667592,3
567
+0.784417,3.86755,3
568
+0.689566,2.997131,3
569
+0.101596,4.1348,3
570
+0.27546,3.141057,3
571
+0.783776,3.478988,3
572
+1.227454,3.224738,3
573
+-0.328715,3.70101,3
574
+0.569903,3.740196,3
575
+0.016449,3.377819,3
576
+-0.155217,4.657857,3
577
+0.940153,3.380291,3
578
+-0.259682,2.703055,3
579
+-0.327708,4.99002,3
580
+1.066683,4.00763,3
581
+0.628315,3.307047,3
582
+0.431745,3.225471,3
583
+-0.742821,2.961425,3
584
+0.155522,3.770318,3
585
+1.997436,4.338694,3
586
+0.951415,3.466628,3
587
+0.533647,3.069552,3
588
+-0.196966,3.260994,3
589
+3.36E-4,4.792535,3
590
+0.532273,3.239113,3
591
+0.403729,3.725913,3
592
+3.0466,0.8906,1
593
+3.4236,1.2917,1
594
+2.9544,1.5989,1
595
+2.6431,1.2687,1
596
+3.1879,1.1276,1
597
+2.77,1.2251,1
598
+2.6802,1.024,1
599
+3.1576,1.456,1
600
+3.3111,1.3991,1
601
+2.7581,1.0598,1
602
+2.5632,1.3539,1
603
+3.4348,1.361,1
604
+3.1107,0.9554,1
605
+3.2574,1.2387,1
606
+2.6672,1.4757,1
607
+2.9605,0.7438,1
608
+3.3683,0.9736,1
609
+2.8829,0.8942,1
610
+2.8578,1.0018,1
611
+3.2157,1.6215,1
612
+3.0573,0.9584,1
613
+2.9994,1.1129,1
614
+2.9966,0.8444,1
615
+2.686,1.3302,1
616
+2.8344,0.9064,1
617
+3.0478,0.7252,1
618
+3.2119,1.3143,1
619
+2.8879,1.012,1
620
+3.1902,0.8477,1
621
+2.6245,1.1839,1
622
+3.0361,1.4348,1
623
+2.5609,1.0648,1
624
+3.2659,1.3763,1
625
+2.8736,1.4217,1
626
+2.9743,1.5466,1
627
+3.3924,1.0375,1
628
+2.705,1.5801,1
629
+2.739,1.3941,1
630
+3.0772,0.9015,1
631
+3.0222,0.9066,1
632
+2.8963,1.2059,1
633
+3.1287,1.2452,1
634
+3.3168,1.4412,1
635
+2.8625,1.5371,1
636
+3.4016,1.3861,1
637
+3.2661,1.5486,1
638
+3.0381,0.776,1
639
+3.0433,1.6482,1
640
+3.4306,1.3829,1
641
+3.3411,1.2587,1
642
+2.99,1.6495,1
643
+2.971,1.3644,1
644
+3.1535,1.3853,1
645
+3.4215,0.9532,1
646
+2.891,0.9514,1
647
+3.1124,0.9946,1
648
+3.1296,0.936,1
649
+2.9762,1.2447,1
650
+2.8389,1.2302,1
651
+3.3215,0.9276,1
652
+2.6176,0.9427,1
653
+3.0725,1.4201,1
654
+3.3068,1.5678,1
655
+2.921,1.4005,1
656
+3.1617,0.8556,1
657
+3.0239,1.1939,1
658
+3.1172,1.3509,1
659
+2.9652,0.8766,1
660
+3.2834,0.8226,1
661
+2.8343,1.4653,1
662
+2.7326,1.2946,1
663
+2.7182,1.5419,1
664
+3.3502,1.5552,1
665
+3.4764,1.2695,1
666
+2.9481,1.5638,1
667
+2.82,1.0248,1
668
+3.133,0.7919,1
669
+3.2613,0.844,1
670
+2.7627,1.3866,1
671
+2.6678,1.1849,1
672
+3.0895,0.8952,1
673
+2.9198,1.5528,1
674
+2.813,0.7473,1
675
+3.3119,1.0346,1
676
+2.9812,1.3445,1
677
+3.2469,1.0035,1
678
+2.7491,0.8337,1
679
+3.1573,1.2665,1
680
+2.9082,0.7462,1
681
+3.099,0.7124,1
682
+3.1364,1.5234,1
683
+3.3361,1.5093,1
684
+3.2017,1.4367,1
685
+2.9375,0.7484,1
686
+3.4003,1.432,1
687
+3.3817,1.1208,1
688
+3.0486,1.358,1
689
+2.6941,1.4811,1
690
+3.2903,1.1851,1
691
+2.8224,1.5228,1
692
+3.2368,0.8982,1
693
+3.1496,0.8235,1
694
+3.3555,1.0175,1
695
+3.0348,1.2413,1
696
+3.1649,1.1417,1
697
+2.7659,1.3498,1
698
+3.383,1.2544,1
699
+2.6798,1.2099,1
700
+2.9077,0.9295,1
701
+2.861,1.1694,1
702
+2.633,1.1877,1
703
+3.178,1.0399,1
704
+3.2835,0.8457,1
705
+2.607,1.1245,1
706
+2.8487,0.9091,1
707
+2.9784,1.5921,1
708
+2.6954,1.0659,1
709
+3.3844,1.2377,1
710
+3.1864,1.3007,1
711
+3.2634,0.942,1
712
+2.9609,1.3483,1
713
+2.3222,4.7297,0
714
+2.0102,5.8892,0
715
+1.9736,4.9542,0
716
+2.0739,6.1202,0
717
+1.8746,5.4656,0
718
+1.8312,5.9963,0
719
+2.7406,5.6412,0
720
+2.3835,5.1521,0
721
+1.5146,5.1934,0
722
+1.8953,5.4618,0
723
+2.7591,5.9729,0
724
+2.0065,4.8304,0
725
+1.7675,5.7072,0
726
+2.3688,4.9301,0
727
+2.6894,5.8566,0
728
+2.6825,5.1377,0
729
+2.2968,5.8287,0
730
+1.4757,5.8335,0
731
+1.472,5.7901,0
732
+2.2275,4.8616,0
733
+1.8202,6.1757,0
734
+2.3617,5.8219,0
735
+2.3221,5.5861,0
736
+2.8457,5.1191,0
737
+2.3828,6.0148,0
738
+1.7969,5.2553,0
739
+2.2738,6.1126,0
740
+1.77,5.6628,0
741
+2.5319,5.9331,0
742
+1.552,5.3145,0
743
+1.5312,5.213,0
744
+2.7981,4.9891,0
745
+2.4918,5.8279,0
746
+2.4553,4.8288,0
747
+1.7916,5.0269,0
748
+1.637,4.9325,0
749
+2.5627,5.9182,0
750
+2.306,5.5763,0
751
+1.9065,6.0425,0
752
+1.4253,5.3605,0
753
+2.069,5.5083,0
754
+1.8674,5.2289,0
755
+1.8638,5.8712,0
756
+1.6409,6.0213,0
757
+2.4964,4.9606,0
758
+1.5325,5.214,0
759
+1.7782,5.4711,0
760
+2.3946,6.1663,0
761
+2.4909,4.7728,0
762
+2.6288,6.0937,0
763
+2.2467,4.9457,0
764
+1.993,5.4824,0
765
+2.4213,5.7468,0
766
+1.8352,5.7537,0
767
+2.7662,5.6801,0
768
+1.9225,5.7694,0
769
+2.3213,5.6617,0
770
+2.1368,5.1172,0
771
+2.4768,5.4474,0
772
+2.6968,6.0274,0
773
+2.7557,6.0069,0
774
+2.1598,4.8701,0
775
+2.9752,5.5123,0
776
+1.6072,5.6647,0
777
+2.3178,6.1736,0
778
+1.7799,5.1267,0
779
+2.8634,5.3434,0
780
+2.4801,5.3631,0
781
+2.561,5.0926,0
782
+1.8236,6.0521,0
783
+2.3175,5.7688,0
784
+2.6358,5.8178,0
785
+2.5086,5.847,0
786
+1.6335,5.8464,0
787
+2.4169,5.8333,0
788
+1.4211,5.4334,0
789
+1.6612,5.9826,0
790
+2.0288,6.0047,0
791
+1.6625,5.02,0
792
+2.3545,5.5553,0
793
+1.6431,4.9918,0
794
+2.5684,5.2849,0
795
+2.0127,5.2208,0
796
+2.1003,6.1335,0
797
+2.1526,5.5316,0
798
+1.5818,5.87,0
799
+2.1452,4.8742,0
800
+1.4964,5.5526,0
801
+2.0921,5.531,0
802
+2.2299,6.1897,0
803
+2.3661,5.8457,0
804
+2.1353,5.1438,0
805
+1.9777,5.0026,0
806
+2.1738,4.9302,0
807
+1.6812,6.0884,0
808
+2.665,5.8623,0
809
+2.1855,5.2807,0
810
+2.8673,5.6003,0
811
+2.7301,5.0126,0
812
+2.6533,5.1737,0
813
+1.7884,5.7296,0
814
+2.2207,5.5175,0
815
+1.8122,5.6868,0
816
+2.8111,5.358,0
817
+1.9665,6.1298,0
818
+2.0781,5.4653,0
819
+2.3935,6.1625,0
820
+2.0251,5.9905,0
821
+1.5333,5.5441,0
822
+1.9848,5.3651,0
823
+2.6955,5.3894,0
824
+2.0669,5.7137,0
825
+2.7647,5.457,0
826
+1.9887,4.8114,0
827
+2.4028,5.2774,0
828
+2.4226,5.2334,0
829
+2.266,5.6961,0
830
+2.2259,5.2215,0
831
+2.64,5.749,0
832
+1.9013,5.02,0
833
+1.53,5.7113,0
834
+2.2673,5.3282,0
835
+2.247,5.3851,0
836
+1.5879,5.5112,0
837
+2.1713,5.0141,0
838
+2.0475,5.0482,0
839
+2.886,5.5345,0
840
+2.6161,5.2967,0
841
+2.6257,5.3263,0
842
+1.4845,5.7957,0
843
+1.518,5.1085,0
844
+2.115,5.0725,0
845
+2.9158,5.6042,0
846
+2.0694,5.5139,0
847
+2.8569,5.6597,0
848
+2.4257,4.7493,0
849
+2.7371,5.4397,0
850
+2.8263,5.435,0
851
+2.781,5.446,0
852
+2.7076,5.7135,0
853
+2.302,5.6704,0
854
+2.0946,6.1397,0
855
+1.8825,5.1417,0
856
+2.1004,5.488,0
857
+1.4692,5.3988,0
858
+2.589,5.9952,0
859
+2.2515,6.0501,0
860
+1.4673,5.2398,0
861
+2.656,5.9093,0
862
+2.9089,5.7155,0

+ 610
- 0
artificial/R15.arff View File

@@ -0,0 +1,610 @@
1
+% R15, N=600, M=15, D=2
2
+% Veenman, C.J., M.J.T. Reinders, and E. Backer, A maximum variance cluster algorithm. IEEE Trans. Pattern Analysis and Machine Intelligence, 2002. 24(9): p. 1273-1280.
3
+%
4
+@RELATION R15
5
+
6
+@ATTRIBUTE x REAL
7
+@ATTRIBUTE y REAL
8
+@ATTRIBUTE class {1,2,3,4,5,6,7,8,9,10,11,12,13,14,15}
9
+
10
+@DATA
11
+9.802,10.132,1
12
+10.35,9.768,1
13
+10.098,9.988,1
14
+9.73,9.91,1
15
+9.754,10.43,1
16
+9.836,9.902,1
17
+10.238,9.866,1
18
+9.53,9.862,1
19
+10.154,9.82,1
20
+9.336,10.456,1
21
+9.378,10.21,1
22
+9.712,10.264,1
23
+9.638,10.208,1
24
+9.518,9.956,1
25
+10.236,9.91,1
26
+9.4,10.086,1
27
+10.196,9.746,1
28
+10.138,9.828,1
29
+10.062,10.26,1
30
+10.394,9.984,1
31
+10.284,10.348,1
32
+9.706,9.978,1
33
+9.906,10.588,1
34
+10.356,9.198,1
35
+9.954,9.704,1
36
+9.796,10.378,1
37
+10.386,10.608,1
38
+10.41,9.912,1
39
+10.172,10.598,1
40
+10.286,9.712,1
41
+9.932,10.234,1
42
+10.298,9.948,1
43
+10.352,9.932,1
44
+9.848,10.328,1
45
+10.514,10.498,1
46
+9.944,9.934,1
47
+9.92,10.022,1
48
+9.908,10.606,1
49
+10.182,9.99,1
50
+10.256,9.25,1
51
+12.04,10.028,2
52
+12.082,10.044,2
53
+12.4,10.156,2
54
+11.988,9.926,2
55
+12.34,9.918,2
56
+12.228,9.978,2
57
+12.348,10.488,2
58
+12.044,9.358,2
59
+11.736,10.122,2
60
+12.35,9.798,2
61
+11.246,10.122,2
62
+12.276,10.99,2
63
+12.374,10.018,2
64
+12.53,10,2
65
+12.27,9.792,2
66
+12.364,10.176,2
67
+12.458,10.18,2
68
+11.952,9.682,2
69
+11.772,9.924,2
70
+11.502,10.008,2
71
+12.134,9.482,2
72
+11.628,10.286,2
73
+12.064,9.616,2
74
+11.906,9.82,2
75
+11.736,10.29,2
76
+12.114,10.904,2
77
+11.59,9.712,2
78
+12.648,9.814,2
79
+12.164,11.018,2
80
+12.22,9.796,2
81
+11.846,9.634,2
82
+11.808,10.058,2
83
+12.096,9.846,2
84
+11.594,10.078,2
85
+12.252,9.938,2
86
+11.998,9.676,2
87
+11.894,10.012,2
88
+12.274,9.936,2
89
+12.176,10.364,2
90
+12.104,10.388,2
91
+11.372,11.466,3
92
+10.94,11.482,3
93
+11.084,11.554,3
94
+11.232,11.374,3
95
+11.22,11.64,3
96
+10.962,11.75,3
97
+11.014,11.746,3
98
+11.524,10.982,3
99
+11.012,11.364,3
100
+11.2,11.062,3
101
+11.626,11.894,3
102
+11.23,11.728,3
103
+11.144,11.91,3
104
+11.106,11.868,3
105
+11.53,11.918,3
106
+11.21,11.114,3
107
+10.746,11.702,3
108
+11.154,11.692,3
109
+11.412,11.924,3
110
+10.948,11.532,3
111
+10.988,12.298,3
112
+10.96,11.392,3
113
+11.656,11.346,3
114
+11.178,12.062,3
115
+11.368,11.56,3
116
+11.264,11.724,3
117
+11.554,11.576,3
118
+10.974,11.114,3
119
+11.12,11.634,3
120
+11.51,12.052,3
121
+10.95,11.402,3
122
+11.864,12.406,3
123
+11.198,10.854,3
124
+11.65,11.496,3
125
+11.248,11.722,3
126
+11.602,11.888,3
127
+11.424,11.454,3
128
+11.312,11.718,3
129
+10.736,11.68,3
130
+11.56,11.798,3
131
+10.028,12.268,4
132
+9.282,11.976,4
133
+9.178,11.53,4
134
+9.954,12.398,4
135
+9.622,11.558,4
136
+9.914,11.844,4
137
+9.07,11.092,4
138
+10.578,11.354,4
139
+9.582,12.14,4
140
+9.622,11.528,4
141
+9.35,11.71,4
142
+10.234,11.974,4
143
+8.986,12.31,4
144
+9.438,12.11,4
145
+9.592,12.012,4
146
+9.666,11.88,4
147
+9.364,12.012,4
148
+9.71,11.772,4
149
+9.992,11.836,4
150
+9.916,12.028,4
151
+9.382,12.226,4
152
+9.808,12.23,4
153
+9.272,12.152,4
154
+9.392,11.18,4
155
+9.28,11.976,4
156
+9.848,11.632,4
157
+9.322,11.514,4
158
+9.718,11.95,4
159
+9.12,11.76,4
160
+8.978,12.37,4
161
+10.072,12.202,4
162
+9.966,11.822,4
163
+9.506,11.648,4
164
+9.702,11.536,4
165
+9.45,11.96,4
166
+9.916,11.962,4
167
+9.96,11.538,4
168
+9.014,11.744,4
169
+9.024,11.846,4
170
+10.296,11.61,4
171
+7.87,10.838,5
172
+8.164,10.534,5
173
+8.214,10.62,5
174
+8.166,10.698,5
175
+8.05,10.746,5
176
+7.978,11.13,5
177
+8.08,10.992,5
178
+8.472,11.082,5
179
+8.494,10.584,5
180
+8.354,10.38,5
181
+8.096,10.714,5
182
+7.882,10.832,5
183
+7.908,11.346,5
184
+7.814,10.872,5
185
+8.28,10.104,5
186
+8.082,10.676,5
187
+8.068,10.118,5
188
+8.116,10.698,5
189
+8.042,10.79,5
190
+8.096,10.878,5
191
+8.124,10.932,5
192
+8.632,11.124,5
193
+8.27,10.716,5
194
+7.622,10.148,5
195
+8.198,11.398,5
196
+8.582,11.064,5
197
+7.942,11.076,5
198
+8.004,10.574,5
199
+8.504,11.378,5
200
+8.118,11.012,5
201
+7.874,11.296,5
202
+7.668,10.924,5
203
+7.966,10.72,5
204
+7.94,10.996,5
205
+7.988,11.228,5
206
+8.164,11.112,5
207
+8.386,10.772,5
208
+8.248,10.994,5
209
+8.286,10.734,5
210
+8.224,10.316,5
211
+7.976,9.578,6
212
+7.876,8.796,6
213
+8.172,9.01,6
214
+8.068,9.202,6
215
+8.416,8.654,6
216
+8.71,8.458,6
217
+8.056,8.434,6
218
+7.304,9.266,6
219
+8.118,8.608,6
220
+7.616,9.446,6
221
+8.092,8.956,6
222
+8.368,8.968,6
223
+8.022,9.334,6
224
+8.32,9.062,6
225
+7.832,8.952,6
226
+7.704,8.672,6
227
+8.236,9.108,6
228
+8.37,8.904,6
229
+8.352,8.896,6
230
+8.046,9.228,6
231
+7.71,9.538,6
232
+8.534,8.55,6
233
+7.996,9.172,6
234
+8.046,9.204,6
235
+8.622,9.174,6
236
+7.776,8.898,6
237
+8.226,9.038,6
238
+7.904,9.194,6
239
+7.874,8.856,6
240
+7.992,8.952,6
241
+8.262,9.468,6
242
+8.088,9.294,6
243
+8.034,9.792,6
244
+8.352,9.016,6
245
+7.85,9.334,6
246
+8.404,9.366,6
247
+7.892,8.808,6
248
+8.202,9.232,6
249
+7.668,9.026,6
250
+8.242,9.308,6
251
+9.432,8.61,7
252
+10.066,8.19,7
253
+9.146,8.044,7
254
+9.662,7.866,7
255
+9.6,7.874,7
256
+8.618,8.552,7
257
+9.334,7.658,7
258
+9.424,7.83,7
259
+8.892,8.166,7
260
+9.386,7.746,7
261
+9.878,8.054,7
262
+9.558,7.948,7
263
+9.222,8.002,7
264
+9.52,8.282,7
265
+9.76,7.932,7
266
+9.568,8.052,7
267
+9.736,7.552,7
268
+9.584,8.478,7
269
+9.358,8.242,7
270
+9.404,7.79,7
271
+9.458,8.54,7
272
+9.482,7.766,7
273
+8.844,8.024,7
274
+9.29,8.472,7
275
+9.274,7.566,7
276
+9.11,8.014,7
277
+9.542,7.688,7
278
+9.432,8.122,7
279
+9.786,8.066,7
280
+9.382,7.664,7
281
+9.404,8.228,7
282
+9.146,8.158,7
283
+9.622,8.004,7
284
+10.286,7.892,7
285
+9.43,7.676,7
286
+9.44,8.058,7
287
+9.788,7.684,7
288
+9.586,7.91,7
289
+9.694,7.448,7
290
+9.576,7.866,7
291
+11.442,8.688,8
292
+11.466,8.558,8
293
+10.674,8.936,8
294
+11.23,8.126,8
295
+11.614,8.588,8
296
+11.59,8.496,8
297
+11.536,7.586,8
298
+11.638,8.266,8
299
+11.16,8.43,8
300
+10.904,8.532,8
301
+11.284,8.742,8
302
+11.25,8.192,8
303
+10.84,8.218,8
304
+11.798,8.836,8
305
+11.51,8.094,8
306
+10.932,7.796,8
307
+11.404,8.206,8
308
+11.088,8.326,8
309
+11.334,8.17,8
310
+11.272,8.394,8
311
+11.59,8.408,8
312
+11.212,8.516,8
313
+11.566,8.024,8
314
+11.246,8.584,8
315
+11.252,8.566,8
316
+10.78,8.294,8
317
+11.04,8.322,8
318
+11.198,7.886,8
319
+11.168,8.262,8
320
+11.88,8.08,8
321
+11.356,8.586,8
322
+11.182,8.342,8
323
+10.836,8.664,8
324
+11.696,8.906,8
325
+11.282,8.28,8
326
+10.718,8.534,8
327
+10.444,8.684,8
328
+11.124,8.618,8
329
+11.392,8.94,8
330
+11.212,8.308,8
331
+16.674,9.638,9
332
+16.162,10.302,9
333
+16.612,10.218,9
334
+16.1,9.702,9
335
+16.404,10.072,9
336
+15.93,10.106,9
337
+16.128,9.888,9
338
+16.41,10.188,9
339
+15.982,9.92,9
340
+16.224,10.02,9
341
+16.296,9.458,9
342
+16.586,10.174,9
343
+16.314,10.716,9
344
+16.278,9.452,9
345
+16.622,9.652,9
346
+16.22,9.494,9
347
+16.626,10.162,9
348
+16.982,10.596,9
349
+16.27,10.128,9
350
+16.202,9.7,9
351
+16.532,9.776,9
352
+17.124,9.726,9
353
+16.47,9.698,9
354
+16.004,10.28,9
355
+16.366,9.796,9
356
+16.268,9.522,9
357
+16.13,9.748,9
358
+16.67,10.498,9
359
+16.488,10.542,9
360
+16.57,10.21,9
361
+16.456,10.112,9
362
+16.482,9.986,9
363
+16.584,9.754,9
364
+16.1,9.93,9
365
+16.226,9.67,9
366
+16.448,9.566,9
367
+16.572,9.624,9
368
+16.436,9.41,9
369
+16.502,9.98,9
370
+16.418,9.966,9
371
+14.362,14.644,10
372
+14.138,14.63,10
373
+14.064,15.072,10
374
+13.692,14.958,10
375
+14.238,15.296,10
376
+13.73,15.128,10
377
+13.952,14.868,10
378
+13.986,14.77,10
379
+13.916,14.996,10
380
+13.874,14.954,10
381
+14.168,15.276,10
382
+14.278,15.152,10
383
+14.098,14.9,10
384
+13.764,15.212,10
385
+13.948,14.218,10
386
+14.13,14.838,10
387
+13.362,14.932,10
388
+13.546,14.844,10
389
+14.13,15.11,10
390
+13.816,14.602,10
391
+14.386,14.686,10
392
+13.786,14.726,10
393
+14.204,14.822,10
394
+13.856,15.206,10
395
+14.074,14.384,10
396
+13.68,14.988,10
397
+14.204,14.976,10
398
+13.388,15.39,10
399
+13.708,15.048,10
400
+14.114,15.366,10
401
+14.4,15.04,10
402
+14.194,15.04,10
403
+13.888,15.436,10
404
+13.958,15.322,10
405
+13.922,14.802,10
406
+13.652,14.602,10
407
+14.294,14.996,10
408
+13.81,14.526,10
409
+13.408,15.34,10
410
+13.834,14.778,10
411
+8.826,16.474,11
412
+8.33,16.488,11
413
+8.468,16.378,11
414
+8.904,15.846,11
415
+8.662,16.354,11
416
+8.684,16.776,11
417
+8.33,16.066,11
418
+8.904,16.402,11
419
+8.778,16.486,11
420
+8.81,16.458,11
421
+8.398,16.576,11
422
+8.542,15.918,11
423
+9.064,16.456,11
424
+9.152,16.094,11
425
+8.614,15.908,11
426
+8.566,17.012,11
427
+8.12,16.11,11
428
+8.844,16.026,11
429
+8.398,16.282,11
430
+8.808,15.59,11
431
+8.502,16.166,11
432
+8.942,16.19,11
433
+8.376,16.112,11
434
+8.518,15.84,11
435
+8.878,16.004,11
436
+8.582,16.774,11
437
+8.248,16.154,11
438
+8.588,16.24,11
439
+8.706,16.374,11
440
+8.524,16.392,11
441
+8.458,16.452,11
442
+8.83,16.36,11
443
+8.616,16.112,11
444
+8.844,16.362,11
445
+8.468,15.928,11
446
+8.62,16.674,11
447
+8.974,16.53,11
448
+8.826,16.084,11
449
+8.104,15.962,11
450
+8.386,16.24,11
451
+4.576,12.878,12
452
+4.46,13.16,12
453
+3.632,12.862,12
454
+4.238,12.506,12
455
+4.348,13.268,12
456
+3.788,12.372,12
457
+4.19,12.772,12
458
+3.86,12.706,12
459
+3.978,13.308,12
460
+4.336,12.854,12
461
+4.218,13.03,12
462
+4.25,13.002,12
463
+4.334,13.06,12
464
+4.654,12.566,12
465
+4.38,12.792,12
466
+3.968,13.016,12
467
+4.614,12.526,12
468
+3.95,12.67,12
469
+4.038,12.67,12
470
+4.426,12.238,12
471
+4.066,12.514,12
472
+4.248,12.392,12
473
+4.61,12.95,12
474
+4.328,12.99,12
475
+4.5,12.522,12
476
+4.176,12.71,12
477
+4.492,12.464,12
478
+4.134,12.834,12
479
+4.316,12.764,12
480
+4.454,12.084,12
481
+4.052,12.934,12
482
+4.26,13.118,12
483
+4.058,13.718,12
484
+4.24,12.626,12
485
+3.838,12.232,12
486
+4.128,13.4,12
487
+3.764,12.38,12
488
+4.424,13.186,12
489
+4.234,12.994,12
490
+5.13,13.296,12
491
+3.9,6.742,13
492
+3.994,7.206,13
493
+4.278,7.222,13
494
+4.172,6.848,13
495
+3.882,6.894,13
496
+3.936,6.994,13
497
+4.162,6.87,13
498
+3.762,7.1,13
499
+4.256,7.612,13
500
+4.55,6.822,13
501
+4.062,6.984,13
502
+4.026,7.23,13
503
+4.364,7.184,13
504
+4.292,7.208,13
505
+4.288,6.91,13
506
+4.018,7.062,13
507
+4.07,7.104,13
508
+4.548,7.654,13
509
+4.402,7.082,13
510
+3.692,7.49,13
511
+4.888,7.194,13
512
+4.456,7.146,13
513
+4.732,7.154,13
514
+4.088,7.212,13
515
+4.502,6.928,13
516
+3.402,7.434,13
517
+4.246,6.692,13
518
+4.166,7.256,13
519
+4.852,6.83,13
520
+4.398,7.428,13
521
+5.016,7.054,13
522
+4.25,6.76,13
523
+3.738,7.082,13
524
+4.254,7.264,13
525
+4.122,7.238,13
526
+3.878,7.232,13
527
+4.55,7.29,13
528
+4.03,7.126,13
529
+4.412,7.022,13
530
+4.276,7.244,13
531
+8.376,3.788,14
532
+8.81,3.864,14
533
+8.218,3.548,14
534
+8.374,3.748,14
535
+8.102,4.3,14
536
+8.386,3.952,14
537
+8.858,3.274,14
538
+8.884,3.504,14
539
+8.294,3.38,14
540
+8.38,3.178,14
541
+8.738,4.294,14
542
+9.1,3.84,14
543
+9.086,3.6,14
544
+8.616,3.45,14
545
+8.624,3.698,14
546
+8.632,3.82,14
547
+8.286,3.704,14
548
+8.816,3.58,14
549
+8.722,3.854,14
550
+8.298,3.378,14
551
+9.014,4.034,14
552
+8.87,3.554,14
553
+8.562,3.662,14
554
+8.6,3.828,14
555
+8.94,3.836,14
556
+8.768,4.32,14
557
+8.838,3.926,14
558
+8.288,3.466,14
559
+8.652,3.782,14
560
+8.376,3.956,14
561
+7.724,3.414,14
562
+8.374,4.136,14
563
+8.6,3.712,14
564
+9.026,3.788,14
565
+8.534,3.252,14
566
+8.874,3.602,14
567
+8.796,3.888,14
568
+8.592,3.988,14
569
+8.98,4.014,14
570
+8.562,3.856,14
571
+13.894,4.16,15
572
+14.278,5.26,15
573
+14.364,4.748,15
574
+14.108,4.918,15
575
+13.998,5.498,15
576
+14.4,5.296,15
577
+14.3,5.368,15
578
+13.958,5.35,15
579
+13.842,4.984,15
580
+13.85,4.246,15
581
+13.978,5.356,15
582
+14.366,5.104,15
583
+14.272,4.94,15
584
+14.336,5.176,15
585
+14.744,5.248,15
586
+14.306,5.06,15
587
+13.986,5.05,15
588
+14.44,5.33,15
589
+14.004,4.92,15
590
+13.332,4.592,15
591
+14.218,5.544,15
592
+14.154,4.768,15
593
+13.468,4.92,15
594
+13.67,5.406,15
595
+13.664,5.016,15
596
+14.12,4.87,15
597
+13.836,4.51,15
598
+14.204,5.064,15
599
+14.004,5.228,15
600
+13.266,4.858,15
601
+13.668,5.34,15
602
+14.528,4.812,15
603
+14.318,4.592,15
604
+14.018,5.182,15
605
+14.37,4.884,15
606
+14.198,4.804,15
607
+14.32,4.59,15
608
+13.636,5.218,15
609
+14.41,4.656,15
610
+14.02,5.614,15

+ 800
- 0
artificial/aggregation.arff View File

@@ -0,0 +1,800 @@
1
+% Aggregation
2
+% N=788, M=7, D=2
3
+% Gionis, A., H. Mannila, and P. Tsaparas, Clustering aggregation. ACM Transactions on Knowledge Discovery from Data (TKDD), 2007. 1(1): p. 1-30.
4
+% source: http://cs.joensuu.fi/sipu/datasets/
5
+%
6
+@relation aggregation
7
+
8
+@ATTRIBUTE x REAL
9
+@ATTRIBUTE y REAL
10
+@ATTRIBUTE class {1,2,3,4,5,6,7}
11
+
12
+@DATA
13
+15.55,28.65,2
14
+14.9,27.55,2
15
+14.45,28.35,2
16
+14.15,28.8,2
17
+13.75,28.05,2
18
+13.35,28.45,2
19
+13,29.15,2
20
+13.45,27.5,2
21
+13.6,26.5,2
22
+12.8,27.35,2
23
+12.4,27.85,2
24
+12.3,28.4,2
25
+12.2,28.65,2
26
+13.4,25.1,2
27
+12.95,25.95,2
28
+12.9,26.5,2
29
+11.85,27,2
30
+11.35,28,2
31
+11.15,28.7,2
32
+11.25,27.4,2
33
+10.75,27.7,2
34
+10.5,28.35,2
35
+9.65,28.45,2
36
+10.25,27.25,2
37
+10.75,26.55,2
38
+11.7,26.35,2
39
+11.6,25.9,2
40
+11.9,25.05,2
41
+12.6,24.05,2
42
+11.9,24.5,2
43
+11.1,25.2,2
44
+10.55,25.15,2
45
+10.05,25.95,2
46
+9.35,26.6,2
47
+9.3,27.25,2
48
+9.2,27.8,2
49
+7.5,28.25,2
50
+8.55,27.45,2
51
+8.5,27.05,2
52
+8.05,27.2,2
53
+7.85,26.8,2
54
+7.3,27.4,2
55
+6.8,26.85,2
56
+7,26.5,2
57
+7.55,26.3,2
58
+8.55,26.3,2
59
+9,25.85,2
60
+8.6,25.65,2
61
+9.4,25.55,2
62
+8.45,25.05,2
63
+8.85,24.6,2
64
+9.65,24.7,2
65
+10.55,24.35,2
66
+11.05,23.9,2
67
+10.55,23.55,2
68
+9.45,23.35,2
69
+9.2,23.9,2
70
+8.35,23.9,2
71
+7.35,24.75,2
72
+7.4,25.45,2
73
+6.6,25.75,2
74
+6.1,26,2
75
+5.8,26.95,2
76
+5.65,25.8,2
77
+5.3,26.1,2
78
+6.4,25.4,2
79
+5.4,25.25,2
80
+5.35,24.7,2
81
+4.8,25.05,2
82
+4.2,25.55,2
83
+6.4,24.8,2
84
+6.55,24.3,2
85
+7.4,24.25,2
86
+5.45,24.2,2
87
+4.3,24,2
88
+4,24.25,2
89
+3.35,23.3,2
90
+4.85,23.05,2
91
+4.3,22.75,2
92
+5.85,23.4,2
93
+5.9,23.55,2
94
+7.55,23.7,2
95
+6.85,23.25,2
96
+7.65,23.1,2
97
+6.95,22.55,2
98
+6.1,22.6,2
99
+5.5,22.6,2
100
+4.7,22.1,2
101
+3.8,21.85,2
102
+4.65,21.2,2
103
+4.15,20.35,2
104
+5.3,20.4,2
105
+5.6,20.75,2
106
+5.8,21.95,2
107
+6.4,21.95,2
108
+6.55,21.15,2
109
+7.45,21.95,2
110
+7.4,21.55,2
111
+7.75,21.2,2
112
+7.65,20.65,2
113
+6.95,19.8,2
114
+6.6,20.1,2
115
+6.05,20.2,2
116
+5.4,19.65,2
117
+5.35,19.05,2
118
+5.8,18.25,2
119
+6.3,19.1,2
120
+7,18.9,2
121
+7.15,17.9,2
122
+7.35,18.2,2
123
+8.2,20.05,2
124
+8.3,19.45,2
125
+8.3,18.5,2
126
+8.75,18.8,2
127
+9.05,18.2,2
128
+9.35,17.7,2
129
+8.9,17.65,2
130
+8.45,17.2,2
131
+10.05,17.2,2
132
+10.4,16.75,2
133
+8.6,20.9,2
134
+8.65,21.3,2
135
+8.65,21.9,2
136
+8.65,22.5,2
137
+8.95,22.8,2
138
+9.95,22.65,2
139
+8.95,22.2,2
140
+9.65,21.9,2
141
+10.55,22.3,2
142
+10.9,22.85,2
143
+11.35,23.45,2
144
+12.05,23.4,2
145
+12.3,22.75,2
146
+11.7,22.15,2
147
+11.15,22.05,2
148
+10.85,21.5,2
149
+10.85,21.05,2
150
+9.6,21.3,2
151
+9.85,20.7,2
152
+9.35,20.6,2
153
+9.25,19.65,2
154
+9.95,19.8,2
155
+10.7,20.35,2
156
+11.3,20.7,2
157
+12.35,21.6,2
158
+13.1,21.3,2
159
+12.85,20.75,2
160
+12,20,2
161
+11,19.85,2
162
+10.35,19,2
163
+9.9,18.65,2
164
+10.6,18.15,2
165
+11.4,18.3,2
166
+11.4,19.25,2
167
+12.35,18.8,2
168
+12.8,19.75,2
169
+12.15,18.1,2
170
+11.05,17.5,2
171
+11.95,17.25,2
172
+12.25,17.5,2
173
+13.05,17.4,2
174
+13.75,18.15,2
175
+13.5,18.65,2
176
+13.65,19.25,2
177
+14,19.9,2
178
+15.2,18.2,2
179
+15.5,17.15,2
180
+13.9,17.1,2
181
+13.75,16.6,2
182
+12.15,16.4,2
183
+7.8,13.7,7
184
+8.85,13.35,7
185
+9,12.7,7
186
+9.7,12.1,7
187
+8.05,12.9,7
188
+7.7,13.25,7
189
+6.8,13.2,7
190
+6.6,13.45,7
191
+6.2,12.55,7
192
+5.4,12.85,7
193
+5.7,12.25,7
194
+5.2,11.9,7
195
+5.15,11.35,7
196
+5.85,11.2,7
197
+6.1,11.75,7
198
+7,12.35,7
199
+7.05,12.45,7
200
+7.9,12.5,7
201
+8.55,12.1,7
202
+7.85,11.85,7
203
+7.1,11.95,7
204
+6.9,11.5,7
205
+6.85,10.9,7
206
+6.4,10.7,7
207
+5.9,10.3,7
208
+6.4,10.25,7
209
+7.05,10.05,7
210
+7.35,10.5,7
211
+7.65,11.1,7
212
+8.1,11.2,7
213
+8.8,11.4,7
214
+8.3,10.55,7
215
+9,10.9,7
216
+9.35,10.5,7
217
+10.15,11,4
218
+10.4,10.55,4
219
+10.9,10,4
220
+11.55,10.2,4
221
+11.75,10.85,4
222
+10.1,8.65,4
223
+11.05,9.1,4
224
+11.85,9.8,4
225
+12.85,10.65,4
226
+12.9,11.7,4
227
+13.6,11.1,4
228
+14.05,11.75,4
229
+14.5,11.8,4
230
+14.3,12.45,4
231
+17,12.9,4
232
+15.8,12.6,4
233
+15.85,12,4
234
+16.7,12.2,4
235
+16.25,11.7,4
236
+15.55,11.15,4
237
+14.8,11.35,4
238
+14.45,10.75,4
239
+13.75,10.45,4
240
+12.8,10.1,4
241
+13.15,9.8,4
242
+12.45,9.3,4
243
+11.8,8.95,4
244
+11.1,8.45,4
245
+10.35,7.7,4
246
+10.1,6.75,4
247
+11.3,7.95,4
248
+12.35,8.45,4
249
+13.1,8.95,4
250
+13.2,9.35,4
251
+14.1,10.05,4
252
+11.5,7.5,4
253
+11.35,6.9,4
254
+11.95,6.75,4
255
+12.4,7.1,4
256
+12.25,7.6,4
257
+12.95,7.6,4
258
+13.45,7.95,4
259
+13.35,8.25,4
260
+13.75,9,4
261
+14.3,9.3,4
262
+14.85,9.55,4
263
+15.1,10.25,4
264
+15.45,10.55,4
265
+16.35,10.85,4
266
+16.75,11.5,4
267
+16.25,10.2,4
268
+15.4,10.1,4
269
+15.45,9.7,4
270
+15.15,9.3,4
271
+15.25,8.65,4
272
+15.55,8.2,4
273
+14.25,8.7,4
274
+14.25,8.25,4
275
+15.05,7.8,4
276
+14.3,7.5,4
277
+13.55,7.45,4
278
+14.3,6.95,4
279
+13.95,6.7,4
280
+13.05,6.95,4
281
+13.05,6.2,4
282
+11.55,6.3,4
283
+10.8,5.85,4
284
+10.6,5.05,4
285
+11.35,5.55,4
286
+12.15,5.4,4
287
+12.4,5.8,4
288
+12.8,5.7,4
289
+13.65,5.9,4
290
+13.9,5.3,4
291
+13.1,5.1,4
292
+12.55,4.9,4
293
+11.5,4.75,4
294
+11.35,4.05,4
295
+12.4,4.35,4
296
+11.75,3.45,4
297
+12.65,3.7,4
298
+13.4,4.35,4
299
+13.9,4.95,4
300
+12.75,3,4
301
+13.55,3.15,4
302
+13.7,3.65,4
303
+14.1,4.1,4
304
+14.65,5.05,4
305
+14.35,5.75,4
306
+14.5,6.55,4
307
+15.15,7.1,4
308
+13.6,2.55,4
309
+14.45,2.4,4
310
+14.6,3.05,4
311
+15,3.4,4
312
+15.25,3.5,4
313
+14.7,4.1,4
314
+14.7,4.5,4
315
+15.25,2.7,4
316
+15.65,2.05,4
317
+15.95,2.8,4
318
+16.1,3.55,4
319
+15.9,4,4
320
+15.6,4.75,4
321
+15.55,5.05,4
322
+15.35,5.5,4
323
+15.15,5.95,4
324
+15.5,6.75,4
325
+15.7,6.35,4
326
+16.2,5.9,4
327
+16.35,5.35,4
328
+16.2,4.55,4
329
+16.55,4.2,4
330
+16.95,4.75,4
331
+17.05,5.1,4
332
+17.3,4.8,4
333
+17.3,4.15,4
334
+17.6,4.3,4
335
+17.05,3.7,4
336
+17.25,3.05,4
337
+16.65,2.8,4
338
+16.55,2.15,4
339
+17.2,2.05,4
340
+18.15,1.95,4
341
+18.05,2.45,4
342
+18.15,3.05,4
343
+18.6,3.45,4
344
+18.4,3.6,4
345
+18.85,3.2,4
346
+19.1,2.65,4
347
+19.45,2.65,4
348
+19,2.1,4
349
+19.9,2.05,4
350
+20.45,2.8,4
351
+19.8,3.25,4
352
+19.45,3.9,4
353
+18.65,4.2,4
354
+18.4,4.6,4
355
+18.65,4.75,4
356
+18.75,5.15,4
357
+19.1,4.55,4
358
+17.9,5.4,4
359
+17.65,5.7,4
360
+17.05,6.05,4
361
+17.4,6.5,4
362
+16.6,6.85,4
363
+15.7,7.15,4
364
+15.75,7.75,4
365
+16.6,7.95,4
366
+20.4,3.4,4
367
+20.7,3.45,4
368
+21.15,2.85,4
369
+21.75,2.65,4
370
+22,3.25,4
371
+22.2,3.5,4
372
+21.45,3.75,4
373
+21.1,4.05,4
374
+20.15,4.3,4
375
+20.8,4.7,4
376
+20.7,5.15,4
377
+19.75,5.05,4
378
+19.85,5.5,4
379
+20.4,5.65,4
380
+20.55,5.75,4
381
+18.7,5.75,4
382
+19.25,5.95,4
383
+18.4,6,4
384
+18.45,6.6,4
385
+17.65,7.05,4
386
+16.7,7.4,4
387
+18.65,7.3,4
388
+18.05,7.35,4
389
+17.85,7.75,4
390
+17.5,8.25,4
391
+17.15,8.6,4
392
+17.05,9,4
393
+16.4,8.7,4
394
+16.05,8.95,4
395
+16.05,9.6,4
396
+16.5,9.75,4
397
+17.25,9.6,4
398
+17.6,9.9,4
399
+17.8,9.3,4
400
+18,8.55,4
401
+18.8,8.1,4
402
+18.8,8.35,4
403
+19.4,7.6,4
404
+19.25,6.6,4
405
+20.05,6.95,4
406
+19.8,7.5,4
407
+20.05,6.35,4
408
+21.15,5.7,4
409
+21.65,4.85,4
410
+22.15,4.35,4
411
+23.05,3.35,4
412
+23.05,3.8,4
413
+23.15,4.4,4
414
+22.5,4.75,4
415
+22.15,5.2,4
416
+24.15,4.55,4
417
+23.5,5.05,4
418
+23.1,5.3,4
419
+23,5.75,4
420
+22.2,5.75,4
421
+21.85,6.2,4
422
+20.75,6.55,4
423
+21,7.15,4
424
+20.75,7.65,4
425
+20,8.2,4
426
+19.5,8.65,4
427
+18.85,9.05,4
428
+18.75,9.55,4
429
+18.6,10,4
430
+16.95,10.35,4
431
+17.35,10.85,4
432
+18,10.65,4
433
+18.5,10.55,4
434
+18.1,11.1,4
435
+17.55,11.3,4
436
+17.95,11.9,4
437
+18.3,12,4
438
+18,12.5,4
439
+19,11.65,4
440
+19.5,11.05,4
441
+19.45,10.55,4
442
+19.4,9.65,4
443
+20.1,9.4,4
444
+20.05,9.95,4
445
+20.05,10.2,4
446
+19.35,12.2,4
447
+19.2,12.25,4
448
+20.05,11.6,4
449
+20.6,11.15,4
450
+20.7,10.65,4
451
+21.3,11.65,4
452
+21.8,11.15,4
453
+21.85,10.7,4
454
+21.65,10.05,4
455
+20.95,10.2,4
456
+20.9,9.7,4
457
+21.65,9.45,4
458
+21.2,9.25,4
459
+20.75,8.75,4
460
+20.55,8.75,4
461
+21.1,8,4
462
+21.65,8.65,4
463
+21.75,8.2,4
464
+21.95,7.55,4
465
+22,6.75,4
466
+22.8,6.45,4
467
+22.65,6.65,4
468
+22.75,7.05,4
469
+23,7.35,4
470
+22.55,7.9,4
471
+22.2,8.7,4
472
+22.9,8.45,4
473
+22.35,9.2,4
474
+22.75,9.35,4
475
+22.4,10.05,4
476
+23.05,10.9,4
477
+23.3,9.85,4
478
+23.95,9.8,4
479
+23.65,9.1,4
480
+23.7,8.85,4
481
+24.25,8.25,4
482
+24.85,7.95,4
483
+23.5,7.85,4
484
+23.85,7.35,4
485
+23.95,6.9,4
486
+23.65,6.5,4
487
+23.6,5.7,4
488
+24.3,5.65,4
489
+24.8,6.4,4
490
+34.05,3.5,3
491
+33.05,3.85,3
492
+32,3.8,3
493
+31.9,4.4,3
494
+31.05,4.75,3
495
+30.4,5.65,3
496
+30.75,6.1,3
497
+30,6.7,3
498
+30.1,7.4,3
499
+29.5,8.15,3
500
+30.75,8,3
501
+30.85,7.35,3
502
+31.5,6.75,3
503
+31.75,5.95,3
504
+32.35,6.45,3
505
+32.8,6,3
506
+32.05,5.1,3
507
+32.8,4.8,3
508
+32.65,4.4,3
509
+33.65,4.6,3
510
+33.05,5.15,3
511
+33.6,5.45,3
512
+34.5,5.05,3
513
+34.9,4.65,3
514
+35.45,4.1,3
515
+34.6,4.05,3
516
+34.2,4.2,3
517
+36.3,5.2,3
518
+35.55,5.35,3
519
+35.95,6.05,3
520
+34.8,5.85,3
521
+33.7,6.15,3
522
+33.95,6.6,3
523
+33.7,7.05,3
524
+32.75,7.1,3
525
+32.3,7.65,3
526
+33,7.9,3
527
+31.95,8.15,3
528
+31.15,8.65,3
529
+30.35,8.85,3
530
+29.85,9,3
531
+30.7,9.15,3
532
+29.7,9.9,3
533
+30.45,9.95,3
534
+30.95,9.85,3
535
+31.8,9.45,3
536
+32.45,8.8,3
537
+33.55,8.6,3
538
+34.35,7.7,3
539
+34.7,8,3
540
+34.6,7.25,3
541
+35,6.8,3
542
+35.5,7.35,3
543
+36.1,7.5,3
544
+36.55,7,3
545
+36,8.2,3
546
+35.35,8.05,3
547
+36.55,8.65,3
548
+36.4,9.1,3
549
+35.5,9.1,3
550
+34.55,8.85,3
551
+35.25,9.4,3
552
+34.4,9.5,3
553
+33.5,9.3,3
554
+33.85,9.8,3
555
+32.5,9.65,3
556
+32.3,10.25,3
557
+33.3,10.3,3
558
+31.6,10.5,3
559
+30.6,10.5,3
560
+30.4,11.1,3
561
+30.9,11.45,3
562
+30.7,11.65,3
563
+30.4,12.05,3
564
+31.2,12,3
565
+31.95,11.35,3
566
+31.65,11.05,3
567
+32.95,11.15,3
568
+32.65,11.7,3
569
+32.25,12.25,3
570
+32.05,12.25,3
571
+31.3,12.7,3
572
+31.95,12.95,3
573
+32.75,13.1,3
574
+33.15,13.2,3
575
+33.1,12.75,3
576
+33.15,12.1,3
577
+34.3,11.75,3
578
+34,10.85,3
579
+34.65,11,3
580
+34.8,10.1,3
581
+35.65,9.85,3
582
+36.35,10,3
583
+35.55,10.75,3
584
+35.8,11.55,3
585
+35.2,11.75,3
586
+34.7,11.75,3
587
+34.95,12.75,3
588
+34.05,12.55,3
589
+34.05,13.05,3
590
+33.25,13.7,3
591
+33.2,14.15,3
592
+33.25,14.7,6
593
+33,15.15,6
594
+32.95,15.65,6
595
+32.6,16.15,6
596
+32.45,16.75,6
597
+32.65,17.05,6
598
+32.75,17.3,6
599
+31.75,17.2,6
600
+31.7,17.65,6
601
+31,17.5,6
602
+31.15,17.9,6
603
+30.45,18.05,6
604
+30.05,18.8,6
605
+30.55,18.8,6
606
+30.5,19.3,6
607
+30.25,19.4,6
608
+29.6,19.85,6
609
+29.15,20.55,6
610
+30.25,20.45,6
611
+30.7,20.05,6
612
+31,19.9,6
613
+31.55,19.65,6
614
+31.5,18.55,6
615
+32.05,18.6,6
616
+31.95,19.1,6
617
+32.6,18.35,6
618
+32.85,17.95,6
619
+33.45,17.45,6
620
+33.7,17,6
621
+34.25,17.35,6
622
+34.3,18.05,6
623
+33.85,18.4,6
624
+33.05,18.85,6
625
+33.25,18.95,6
626
+32.8,19.15,6
627
+32.3,19.85,6
628
+32.8,20,6
629
+31.75,20.25,6
630
+31.75,20.75,6
631
+32.1,21.15,6
632
+31.55,21.6,6
633
+30.65,21.3,6
634
+29.95,21.6,6
635
+29.5,21.6,6
636
+30.35,22.05,6
637
+31.05,22,6
638
+31.55,22.2,6
639
+30.95,22.65,6
640
+30.3,23.1,6
641
+29.6,23.15,6
642
+29.35,22.55,6
643
+29.2,23.85,6
644
+30.75,24,6
645
+30.95,24.15,6
646
+31.45,23.7,6
647
+31.95,23.15,6
648
+32.55,22.05,6
649
+32.6,22.55,6
650
+33.25,22.25,6
651
+33.65,21.9,6
652
+33.5,21.3,6
653
+33.1,20.75,6
654
+33.8,20.4,6
655
+33.85,20,6
656
+34.15,19.3,6
657
+34.85,18.85,6
658
+35.3,18.55,6
659
+35.4,19.35,6
660
+34.55,19.75,6
661
+35.05,20,6
662
+35.95,19.85,6
663
+36.35,20.6,6
664
+35.5,20.55,6
665
+34.45,20.65,6
666
+34.4,21.25,6
667
+35,21.05,6
668
+35.75,21.3,6
669
+35.05,21.5,6
670
+34.6,22.05,6
671
+34.2,21.75,6
672
+36.25,21.95,6
673
+35.7,22.3,6
674
+35.5,22.9,6
675
+35.85,23.25,6
676
+36.3,23.8,6
677
+35.45,24.1,6
678
+34.9,23.5,6
679
+34.2,22.9,6
680
+33.85,23.3,6
681
+33.25,23.35,6
682
+32.45,23.7,6
683
+33.6,23.9,6
684
+34.25,23.95,6
685
+34.25,24.1,6
686
+35.4,24.7,6
687
+35.15,25.3,6
688
+34.4,24.9,6
689
+33.7,24.85,6
690
+32.25,24.45,6
691
+32.5,24.7,6
692
+31.45,24.45,6
693
+31.55,25.2,6
694
+31.05,25,6
695
+30.25,24.3,6
696
+29.8,24.8,6
697
+29.6,25.5,6
698
+29.7,26.05,6
699
+30.5,25.5,6
700
+30.65,26,6
701
+31.25,26.05,6
702
+31.45,26.95,6
703
+30.75,26.9,6
704
+30.65,27.15,6
705
+31.25,27.85,6
706
+31.85,27.75,6
707
+32.7,28.2,6
708
+33.25,27.55,6
709
+32.4,27.1,6
710
+32.15,26.65,6
711
+32.35,25.95,6
712
+32.95,25.5,6
713
+33.85,26.05,6
714
+33.05,26.5,6
715
+33.65,27,6
716
+34.1,27.35,6
717
+34.2,27.95,6
718
+34.65,26.85,6
719
+35.25,26,6
720
+35.7,26.15,6
721
+34.4,25.6,6
722
+21.3,20.8,1
723
+20.15,20.9,1
724
+19.2,21.35,1
725
+19.1,21.85,1
726
+18.45,22.8,1
727
+18.75,22.95,1
728
+19.4,23,1
729
+19.55,22.25,1
730
+19.8,21.85,1
731
+20.5,21.85,1
732
+21.45,21.45,1
733
+21.7,21.9,1
734
+21.4,22.3,1
735
+21,22.6,1
736
+21.15,22.95,1
737
+20.5,22.85,1
738
+19.75,23.65,1
739
+19.2,23.7,1
740
+18.45,24.35,1
741
+20.65,23.85,1
742
+20.65,24.3,1
743
+19.7,24.6,1
744
+20.15,25.05,1
745
+22.15,25.1,1
746
+21.6,24.65,1
747
+21.7,23.8,1
748
+21.9,23.65,1
749
+22.55,23.5,1
750
+22.55,24.3,1
751
+23.3,24.45,1
752
+24.25,24.35,1
753
+23.8,25.25,1
754
+23.4,23.8,1
755
+22.9,23.2,1
756
+22.3,22.8,1
757
+22.2,22.4,1
758
+23.1,21.7,1
759
+22.85,21.9,1
760
+22.65,21.1,1
761
+23.15,22.6,1
762
+24.1,21.9,1
763
+24.7,22.2,1
764
+24.3,22.6,1
765
+24.15,23.3,1
766
+23.9,23.45,1
767
+5.2,2.15,5
768
+6.35,1.95,5
769
+6.75,2.3,5
770
+5.9,2.4,5
771
+5.4,2.7,5
772
+4.85,2.9,5
773
+4.85,3.35,5
774
+5.15,3.45,5
775
+5.7,3.45,5
776
+6.2,3,5
777
+6.2,3.2,5
778
+7.65,2.15,5
779
+7.2,2.75,5
780
+6.75,3.2,5
781
+6.75,3.55,5
782
+6.65,3.8,5
783
+5.8,4,5
784
+4.95,4.05,5
785
+5.1,4.35,5
786
+5.7,4.45,5
787
+5.45,4.85,5
788
+6.7,4.8,5
789
+6.55,5.05,5
790
+7.2,4.9,5
791
+6.2,4.25,5
792
+7.1,4.3,5
793
+7.85,4.5,5
794
+7.6,4.15,5
795
+7.25,3.55,5
796
+7.8,3.35,5
797
+8.05,2.75,5
798
+8.5,3.25,5
799
+8.1,3.55,5
800
+8.15,4,5

+ 819
- 0
artificial/aml28.arff View File

@@ -0,0 +1,819 @@
1
+% The variant allele frequencies of somatic single nucleotide variants
2
+% from whole genome sequencing of a AML patient at two time points
3
+%
4
+% Miller, C. A., White, B. S., Dees, N. D., Griffith, M., Welch, J. S., Griffith, O. L.,
5
+% Vij, R., Tomasson, M. H., Graubert, T. A., Walter, M. J., et al. (2014).
6
+% SciClone: Inferring clonal architecture and tracking the spatial and temporal patterns
7
+% of tumor evolution. PLoS Comput. Biol., 10(8).
8
+% 
9
+@relation aml28
10
+
11
+@ATTRIBUTE tumor REAL
12
+@ATTRIBUTE relapse REAL
13
+@ATTRIBUTE class {1,2,3,4,5}
14
+
15
+@data
16
+45.0536,44.0387,1
17
+0.516351,32.5674,4
18
+48.1301,40.1408,1
19
+1.53453,30.3079,4
20
+44.4234,40.9797,1
21
+42.623,43.6877,1
22
+50.7795,39.0957,1
23
+41.5673,0,3
24
+47.7401,45.9898,1
25
+46.2963,38.2423,1
26
+46.4583,42.2741,1
27
+41.6981,46.0733,1
28
+41.6442,42.9694,1
29
+44.1654,44.1498,1
30
+43.913,11.0262,2
31
+45.4123,42.439,1
32
+45.5118,40.1282,1
33
+46.8196,38.9807,1
34
+45.6628,44.6254,1
35
+42.9355,42.7265,1
36
+41.8224,1.93861,3
37
+50.2857,48.3755,1
38
+46.519,42.7184,1
39
+48.0769,43.4109,1
40
+46.0064,0.176056,3
41
+41.6,43.1235,1
42
+46.3023,40.7494,1
43
+1.36571,32.106,4
44
+41.25,37.7637,1
45
+46.5409,41.6179,1
46
+47.0457,11.1241,2
47
+44.0541,41.2,1
48
+45.4359,41.5616,1
49
+45.614,46.7089,1
50
+0.720721,23.9915,4
51
+43.9153,42.9596,1
52
+44.9468,42.8571,1
53
+42.4818,11.2903,2
54
+38.5714,36.9439,1
55
+45.5712,42.7046,1
56
+0.907912,30.0366,4
57
+44.5669,38.2865,1
58
+42.6099,40,1
59
+39.3035,41.3318,1
60
+46.2445,41.9238,1
61
+45.1005,44.3796,1
62
+46.1806,41.1134,1
63
+47,42.3575,1
64
+45.2967,43.4494,1
65
+44.5438,41.5842,1
66
+44.8795,38.5542,1
67
+50.1938,45.9184,1
68
+45.6989,42.6307,1
69
+39.2857,33.5135,1
70
+0.806452,33.3611,4
71
+45.614,38.5491,1
72
+37.5394,0.420521,3
73
+40.2624,39.8644,1
74
+42.0319,39.6779,1
75
+49.4208,42.7793,1
76
+46.3138,41.8244,1
77
+42.9592,42.1578,1
78
+32.0087,31.0056,1
79
+0.651163,27.3041,4
80
+46.1047,43.9126,1
81
+42.7211,44.3972,1
82
+43.4679,10.9356,2
83
+39.2694,37.1758,1
84
+42.3024,44.306,1
85
+43.8819,44.8513,1
86
+41.8557,42.906,1
87
+44.9301,36.9146,1
88
+45.0113,40.2116,1
89
+0.880503,27.9614,4
90
+0.84317,30.2428,4
91
+51.4504,46.5628,1
92
+47.1545,42.1384,1
93
+0.947867,24.4737,4
94
+48.3759,12.1212,2
95
+41.8605,39.0857,1
96
+0.339751,30.6709,4
97
+40.3718,11.8436,2
98
+43.2133,42.521,1
99
+45.3659,42.9213,1
100
+43.5858,38.2521,1
101
+44.2945,40.9009,1
102
+47.8599,40.4343,1
103
+46.256,42.9882,1
104
+41.1072,39.0274,1
105
+18.0406,0.0692521,5
106
+43.3376,0.302115,3
107
+43.8692,11.7717,2
108
+46.3636,37.6582,1
109
+46.8132,41.9118,1
110
+1.16883,30.143,4
111
+1.56472,29.0087,4
112
+44.5997,41.5721,1
113
+45.2414,40.2458,1
114
+44.3207,40.788,1
115
+45.3168,44.3439,1
116
+45.3202,36.0481,1
117
+42.3438,46.2236,1
118
+43.2319,0.252685,3
119
+2.21893,28.3019,4
120
+45.0533,41.6667,1
121
+46.4615,40.4255,1
122
+1.11465,44.8855,4
123
+45.269,40.1294,1
124
+41.2646,0,3
125
+45.2514,41.3636,1
126
+41.4716,41.8374,1
127
+41.9725,38.3812,1
128
+41.4835,12.4329,2
129
+36.6279,35.2113,1
130
+1.92061,31.3648,4
131
+0.58651,20.7877,4
132
+1.16473,29.7604,4
133
+46.5909,43.0291,1
134
+45.5471,39.8923,1
135
+44.7082,12.8721,2
136
+45.2055,44.4765,1
137
+45.1053,41.3761,1
138
+37.8049,8.9769,2
139
+44.8669,40.3941,1
140
+41.5797,36.6213,1
141
+46.142,44.1761,1
142
+47.7221,10.9177,2
143
+1.25392,30.3665,4
144
+40.6015,41.3043,1
145
+45.5268,37.8179,1
146
+46.4891,42.8094,1
147
+46.1173,11.236,2
148
+45.5574,44.7031,1
149
+43.6195,11.6261,2
150
+41.2987,11.1111,2
151
+43.9483,37.9928,1
152
+49.8008,49.1228,1
153
+44.5567,41.7445,1
154
+45.3175,42.7265,1
155
+42.7529,43.1797,1
156
+41.3866,38.5469,1
157
+47.3529,42.1538,1
158
+45.403,42.5926,1
159
+48.1013,43.1884,1
160
+49.497,44.0725,1
161
+45.9218,45.4206,1
162
+46.0699,39.0515,1
163
+42.2249,12.6173,2
164
+46.5849,40.9786,1
165
+44.3069,39.8222,1
166
+44.2021,42.2351,1
167
+15.0794,0,5
168
+44.6108,38.7526,1
169
+47.139,38.2784,1
170
+46.1322,41.3598,1
171
+47.4149,41.4343,1
172
+47.7208,45.283,1
173
+42.2141,43.3356,1
174
+39.8907,12.4138,2
175
+43.5366,10.7106,2
176
+47.1591,47.0968,1
177
+44.2697,41.9802,1
178
+41.0112,11.0694,2
179
+44.3082,40.2913,1
180
+43.3103,40.5501,1
181
+47.9612,41.5534,1
182
+42.4242,0,3
183
+47.4462,41.6815,1
184
+0.940734,30.0712,4
185
+44.3726,11.8214,2
186
+45.0382,37.8676,1
187
+45.614,40.0213,1
188
+42.9725,41.6579,1
189
+40.4692,39.3229,1
190
+0.713267,32.0182,4
191
+44.7368,39.8559,1
192
+48.4395,40.7197,1
193
+40.498,39.9044,1
194
+45.0588,39.3965,1
195
+0.704225,29.2558,4
196
+46.5426,40.9302,1
197
+44.3366,41.8224,1
198
+47.9132,44.0306,1
199
+41.0651,41.1713,1
200
+42.3927,38.4354,1
201
+49.4526,37.588,1
202
+42.2892,41.2698,1
203
+18.7943,0.0524109,5
204
+0.675676,32.2647,4
205
+44.883,44.0937,1
206
+45.4039,39.3939,1
207
+46.0554,41.0971,1
208
+42.2067,12.4451,2
209
+43.9181,46.7991,1
210
+34.8733,38.3333,1
211
+44.5498,42.2998,1
212
+47.4576,11.831,2
213
+46.7033,43.0769,1
214
+45.1878,42.7617,1
215
+0.555556,32.1627,4
216
+42.9412,42.2041,1
217
+47.2542,39.6446,1
218
+42.6043,44.8549,1
219
+46.3079,39.0212,1
220
+42.8181,39.951,1
221
+40.9904,13.1105,2
222
+45.0925,43.9863,1
223
+0.966184,31.331,4
224
+46.2585,40.0966,1
225
+40.9038,9.21895,2
226
+20.7921,0,5
227
+0.736648,31.2814,4
228
+44.4068,43.553,1
229
+2.14168,30.7087,4
230
+39.1741,0,3
231
+44.7883,39.4019,1
232
+50.3831,44.4062,1
233
+44.7257,37.5772,1
234
+40.7654,38.5852,1
235
+45.9344,43.0199,1
236
+32.2581,30.0971,1
237
+44.5045,39.6947,1
238
+43.34,41.5363,1
239
+39.0897,39.6552,1
240
+41.4129,11.6116,2
241
+44.0171,42.7339,1
242
+44.4062,41.0559,1
243
+38.992,36.3333,1
244
+47.0097,39.9504,1
245
+0.612245,29.4737,4
246
+42.097,38.8273,1
247
+18.7339,0.0943396,5
248
+45.6627,40.1985,1
249
+1.44928,33.0401,4
250
+44.4444,43.2014,1
251
+44.6695,36.2143,1
252
+50.5141,43.4137,1
253
+43.0968,10.8553,2
254
+45.9459,41.931,1
255
+44.4118,43.4211,1
256
+44.2561,0,3
257
+40.0804,41.8977,1
258
+47.0085,40.2471,1
259
+0.874636,30.597,4
260
+45.8465,11.1337,2
261
+46.238,44.898,1
262
+43.8336,38.4876,1
263
+40.0319,10.6087,2
264
+45.0721,43.5337,1
265
+41.1475,11.9601,2
266
+47.9675,44.6466,1
267
+41.1248,40.5371,1
268
+1.93548,34.2657,4
269
+45.92,37.9085,1
270
+46.0701,41.5015,1
271
+43.587,41.1589,1
272
+43.2692,38.7218,1
273
+0.470035,23.0769,4
274
+43.937,41.8154,1
275
+48.103,40.7537,1
276
+42.3226,41.276,1
277
+44.2649,43.7838,1
278
+43.6321,41.6979,1
279
+20.2159,0,5
280
+42.9932,40.5,1
281
+45.1327,40.9574,1
282
+46.0446,37.9147,1
283
+44.6221,10.8065,2
284
+1.0219,32.7922,4
285
+47.432,39.6396,1
286
+44.8405,36.8196,1
287
+42.0312,43.1655,1
288
+41.0882,35.2332,1
289
+43.1015,41.4495,1
290
+45.9276,42.1911,1
291
+49.2886,41.4713,1
292
+42.0168,0,3
293
+45.2648,12.8361,2
294
+2.28311,34.1693,4
295
+45.0997,40.449,1
296
+40.0798,9.18367,2
297
+0.459418,31.3971,4
298
+1.43198,27.321,4
299
+50.9982,50.0876,1
300
+34,29.2683,1
301
+46.1538,38.6018,1
302
+46.3171,41.3903,1
303
+45.5598,0.123381,3
304
+42.9569,45.0142,1
305
+46.1433,41.0226,1
306
+40.5363,0.574241,3
307
+49.8592,51.634,1
308
+40,36.6404,1
309
+48.1314,39.6064,1
310
+45.1115,39.3232,1
311
+1.08696,26.506,4
312
+42.3786,41.844,1
313
+0.81716,26.7922,4
314
+1.25714,32.0057,4
315
+46.2162,46.4471,1
316
+36.5741,36.2112,1
317
+38.3817,38.5802,1
318
+1.2987,35.2518,4
319
+44.2748,44.7867,1
320
+48.3288,42.8385,1
321
+47.907,42.9124,1
322
+1.19332,31.7881,4
323
+45.8991,41.0903,1
324
+45.616,44.3831,1
325
+41.4838,11.9017,2
326
+41.3408,0.201207,3
327
+46.1832,44.4099,1
328
+1.36612,31.25,4
329
+43.6306,39.5658,1
330
+1.33333,30.7463,4
331
+44.3769,39.5455,1
332
+43.9887,39.5616,1
333
+47.2669,42.1136,1
334
+42.7553,45.8824,1
335
+43.2692,10.2041,2
336
+43.2958,11.7722,2
337
+1.33185,29.8566,4
338
+45.8904,44.7059,1
339
+43.3333,40.8511,1
340
+43.5216,40.1747,1
341
+47.4729,40.099,1
342
+0.69808,33.9181,4
343
+34.4358,37.2439,1
344
+44.0104,45.4545,1
345
+45.8807,44.856,1
346
+45.6163,46.8334,1
347
+44.7682,40.4189,1
348
+44.6855,0.25641,3
349
+41.7308,43.2738,1
350
+0.757576,30.1435,4
351
+46.5269,40.7407,1
352
+42.9742,41.9225,1
353
+24.8945,0,5
354
+45.0243,41.0353,1
355
+0.683995,25.6881,4
356
+47.8664,41.6544,1
357
+0.235294,29.0493,4
358
+49.0909,44.3266,1
359
+42.5989,37.3952,1
360
+45.7602,39.1261,1
361
+40.9364,0.636436,3
362
+46.247,41.1262,1
363
+39.1176,39.1071,1
364
+44.5235,37.7005,1
365
+48.2176,41.5502,1
366
+47.3743,42.7131,1
367
+44.0056,42.0543,1
368
+44.7496,0.506757,3
369
+44.5428,40.8854,1
370
+45.1659,44.3086,1
371
+1.00806,34.375,4
372
+47.1831,43.0716,1
373
+45.0139,44.6841,1
374
+46.4052,38.5439,1
375
+1.18846,28.3516,4
376
+43.1122,0,3
377
+45.8382,10.3881,2
378
+47.7647,8.80282,2
379
+1.20337,25.7166,4
380
+41.0714,11.5004,2
381
+47.87,42.508,1
382
+46.5432,44.1815,1
383
+47.3469,44.8075,1
384
+1.36571,26.5359,4
385
+48.7587,41.7183,1
386
+42.3077,39.1892,1
387
+47.6998,39.3996,1
388
+46.6574,44.9612,1
389
+1.64384,26.9752,4
390
+46.6207,45.6213,1
391
+39.0988,40.478,1
392
+44.4015,45.0085,1
393
+45.4155,44.3411,1
394
+46.6882,44.7124,1
395
+46.0733,40.7814,1
396
+46.5608,41.7284,1
397
+1.27119,29.3984,4
398
+45.3981,40.3462,1
399
+42.8322,43.5714,1
400
+16.3105,0.0739645,5
401
+42.0043,11.3435,2
402
+1.50943,30.0895,4
403
+0.864553,32.4709,4
404
+46.5544,40.4332,1
405
+44.3888,43.5532,1
406
+46.6786,38.157,1
407
+43.2881,39.2857,1
408
+45.3638,37.3681,1
409
+42.1329,10.119,2
410
+42.0889,10.6129,2
411
+51.0604,42.3317,1
412
+48.6945,42.4858,1
413
+45.2239,38.6861,1
414
+1.5625,31.1111,4
415
+46.8627,48.75,1
416
+42.0697,41.2162,1
417
+38.5991,40.0513,1
418
+41.6532,36.1854,1
419
+40.5172,39.0533,1
420
+46.5063,12.6809,2
421
+41.6988,1.64271,3
422
+42.8835,41.6309,1
423
+47.4204,9.80392,2
424
+44.2225,43.9068,1
425
+49.0298,42.5706,1
426
+45.377,41.2835,1
427
+0.495663,26.972,4
428
+42.6174,10.2447,2
429
+42.5197,41.1207,1
430
+2.19479,33.1658,4
431
+44.2559,41.0138,1
432
+41.1633,11.805,2
433
+43.1457,40.2062,1
434
+42.654,0.291545,3
435
+41.4273,0.068306,3
436
+42.8571,10.3283,2
437
+43.8907,45.9603,1
438
+44.206,45.9276,1
439
+43.2647,12.0907,2
440
+46.301,40.7591,1
441
+40.5357,41.0511,1
442
+40.885,0,3
443
+47.0231,42.1013,1
444
+1.47493,29.0241,4
445
+47.2401,44.8657,1
446
+45.6,43.4211,1
447
+44.2363,42.8196,1
448
+48.6698,47.5714,1
449
+42.3776,40.1376,1
450
+42.9952,12.1785,2
451
+44.7964,39.839,1
452
+42.3816,38.5613,1
453
+0.756757,28.4474,4
454
+48.1553,41.1924,1
455
+1.65289,20.6107,4
456
+48.883,43.299,1
457
+44.5946,38.8489,1
458
+43.1858,11.98,2
459
+0.947867,30.9339,4
460
+48.7936,40.592,1
461
+46.6981,39.8045,1
462
+49.6907,41.129,1
463
+43.7028,10.583,2
464
+46.9731,39.7243,1
465
+46.0452,42.5225,1
466
+1.14613,30.6748,4
467
+46.6267,42.8425,1
468
+41.0405,36.7521,1
469
+44.1748,42.0455,1
470
+40.0958,41.2807,1
471
+0.319489,25.6522,4
472
+0.329489,26.5589,4
473
+1.48699,31.1167,4
474
+46.3696,43.0823,1
475
+43.8378,41.7078,1
476
+48.9607,40.5941,1
477
+50.1597,46.0251,1
478
+46.6334,42.5532,1
479
+42.7767,37.6344,1
480
+47.4157,46.4789,1
481
+0.46225,27.6056,4
482
+0.503778,30.9689,4
483
+46.5593,39.9734,1
484
+16.8459,0,5
485
+43.2,11.9025,2
486
+47.0785,41.1067,1
487
+45.5142,42.7586,1
488
+44.4104,40.2685,1
489
+47.168,43.8827,1
490
+16.1716,0.0922509,5
491
+43.6893,42.6689,1
492
+45.1832,41.056,1
493
+47.5945,37.8585,1
494
+46.9314,48.2843,1
495
+44.2577,40.3292,1
496
+51.1494,11.3248,2
497
+42.616,43.508,1
498
+45.2579,44.5693,1
499
+41.1024,40.8163,1
500
+43.8378,38.1443,1
501
+46.0595,43.3071,1
502
+41.9001,0,3
503
+45.4965,12.0332,2
504
+46.0432,40.415,1
505
+47.3098,41.928,1
506
+46.0744,40.796,1
507
+45.036,38.2075,1
508
+42.2559,39.9694,1
509
+43.1797,0.0678887,3
510
+42.9972,44.7822,1
511
+42.1131,0.247831,3
512
+42.5872,42.9799,1
513
+0.997506,29.5288,4
514
+36.1728,10.9235,2
515
+45.6609,41.4423,1
516
+43.4358,12.8174,2
517
+43.7949,0.0904977,3
518
+44.7307,38.3188,1
519
+42.1954,39.3986,1
520
+49.9029,41.2005,1
521
+43.5981,0.271444,3
522
+45.4945,33.8028,1
523
+43.0122,43.7828,1
524
+43.6242,39.2547,1
525
+1.47059,27.6944,4
526
+46.6102,41.8863,1
527
+47.7113,42.9688,1
528
+49.1576,43.5678,1
529
+45.5511,42.1911,1
530
+43.5982,39.3846,1
531
+11.2805,0,5
532
+40.483,42.5767,1
533
+18.2598,0,5
534
+0.765697,30.8458,4
535
+0.830258,27.8195,4
536
+48.2759,39.8779,1
537
+44.6281,10.5437,2
538
+46.1787,0.327332,3
539
+43.8903,43.2292,1
540
+44.8087,39.3137,1
541
+43.9771,42.4242,1
542
+0.910747,25.5856,4
543
+0.0986193,15.2017,4
544
+46.2986,40.211,1
545
+0.303951,28.7179,4
546
+46.0563,42.7374,1
547
+46.1679,43.6006,1
548
+43.3014,40.0407,1
549
+45.3505,13.5071,2
550
+45.8333,42.0871,1
551
+44.9304,11.5016,2
552
+41.4159,10.1215,2
553
+41.7204,37.1385,1
554
+46.2523,43.8762,1
555
+48.2176,41.2399,1
556
+0.15748,30.7692,4
557
+44.5946,10.1449,2
558
+45.1613,44.8151,1
559
+39.2123,38.3249,1
560
+41.8685,36.7596,1
561
+42.8115,41.7407,1
562
+40.8081,41.6901,1
563
+46.1117,10.6416,2
564
+45.0809,0.299103,3
565
+43.2032,0,3
566
+43.3225,38.4117,1
567
+45.4352,45.3488,1
568
+47.4242,45.9701,1
569
+44.9225,41.9657,1
570
+42.5249,35.3276,1
571
+43.2203,11.8605,2
572
+47.3624,40.5312,1
573
+0.911854,30.5229,4
574
+47.5289,42.0823,1
575
+43.9411,0.481348,3
576
+48.1589,43.7101,1
577
+46.9388,36.788,1
578
+42.1652,40.8333,1
579
+43.1322,39.8917,1
580
+49.0013,41.6044,1
581
+47.551,40.7115,1
582
+45.3674,42.0571,1
583
+47.5771,48.4192,1
584
+49.4565,39.8641,1
585
+46.6392,45.2871,1
586
+45.6683,40.2116,1
587
+0.726392,26.6094,4
588
+0.811688,24.9448,4
589
+1.55807,27.0781,4
590
+46.2527,41.2487,1
591
+42.8753,40.2439,1
592
+30.1493,10.5072,2
593
+44.1352,38.2582,1
594
+45.4327,42.2895,1
595
+45.0536,0.194175,3
596
+43.9521,10.6274,2
597
+44.0647,40.6289,1
598
+46.8683,40.3042,1
599
+46.7497,41.6484,1
600
+40.81,41.6107,1
601
+42.8728,38.3642,1
602
+42.7368,40.0749,1
603
+43.342,43.1535,1
604
+44.5652,11.7962,2
605
+43.0206,12.4077,2
606
+46.1462,46.6749,1
607
+46.8912,41.3146,1
608
+44.7504,41.3043,1
609
+48.0344,46.1702,1
610
+46.1224,37.1875,1
611
+47.7684,41.4009,1
612
+43.4365,36.8627,1
613
+43.3333,11.8928,2
614
+47.6726,41.6667,1
615
+0.381679,26.1745,4
616
+43.9776,41.3999,1
617
+41.5896,40.5031,1
618
+46.0233,39.9552,1
619
+43.8938,38.9855,1
620
+46.4286,45.402,1
621
+43.4226,42.4242,1
622
+45.6933,42.1453,1
623
+1.06952,29.2286,4
624
+44.1176,0,3
625
+45.4087,39.3487,1
626
+47.2488,39.0041,1
627
+46.7901,40.7303,1
628
+42.6877,45.3988,1
629
+46.3215,42.4408,1
630
+40.8,12.4,2
631
+0.936037,25.5917,4
632
+48.0315,42.1096,1
633
+41.9558,33.892,1
634
+45.5939,39.0858,1
635
+43.4988,12.359,2
636
+47.0588,42.0523,1
637
+44.3067,43.0418,1
638
+46.8182,39.6258,1
639
+45.8182,41.7939,1
640
+43.0488,44.3515,1
641
+44.6575,40.2985,1
642
+46.1268,43.0532,1
643
+43.8735,39.8662,1
644
+43.761,0.388007,3
645
+44.3723,12.0459,2
646
+42.7861,12.1542,2
647
+42.698,11.2812,2
648
+45.9394,11.4191,2
649
+40,11.1385,2
650
+43.4531,39.7795,1
651
+44.7605,13.6442,2
652
+49.3865,41.1036,1
653
+1.04895,26.4505,4
654
+1.23153,32.1063,4
655
+46.5668,41.8141,1
656
+44.8718,11.7647,2
657
+50.3546,39.5018,1
658
+21.1348,0,5
659
+40.2456,9.20635,2
660
+45.9627,45.3261,1
661
+47.6923,12.4183,2
662
+46.7085,41.2562,1
663
+49.4577,44.0171,1
664
+0.624025,25.6131,4
665
+43.4992,40.1163,1
666
+43.8703,44.1558,1
667
+46.3442,41.2461,1
668
+45.5577,39.6552,1
669
+43.6881,43.6125,1
670
+46.2158,40.3189,1
671
+45.0677,37.6359,1
672
+43.5173,40.487,1
673
+0.888325,30.2003,4
674
+47.0914,42.5988,1
675
+41.1405,40.8108,1
676
+42.766,41.2587,1
677
+47.138,44.2308,1
678
+42.9084,35.3153,1
679
+44.3106,0.216685,3
680
+44.5312,40.6695,1
681
+41.0909,11.5658,2
682
+47.9005,36.9594,1
683
+46.5882,39.8268,1
684
+0.749465,28.9832,4
685
+44.704,43.9058,1
686
+43.7046,11.2132,2
687
+0.922266,30.0205,4
688
+0.437318,28.0702,4
689
+0.984683,30.1268,4
690
+49.3266,40.7514,1
691
+17.8771,0.0745156,5
692
+41.6667,0.316857,3
693
+45.6579,44.3402,1
694
+48.1781,42.813,1
695
+53.1949,44.9367,1
696
+40.814,0.221239,3
697
+40.9877,13.1519,2
698
+42.2311,43.3076,1
699
+48.1054,46.1538,1
700
+42.5459,12.6494,2
701
+45.5128,44.2276,1
702
+45.6189,44.6429,1
703
+43.5696,41.9291,1
704
+39.9285,0.154083,3
705
+1.1745,28.9888,4
706
+0.475624,31.4993,4
707
+42.7711,39.8876,1
708
+49.142,44.8046,1
709
+45.3237,12.9412,2
710
+43.6798,41.5911,1
711
+50.6211,45.9052,1
712
+42.5899,36.3777,1
713
+50.3165,44.5392,1
714
+46.9737,37.2325,1
715
+41.0104,36.2058,1
716
+43.1591,0.363196,3
717
+44.511,46.1538,1
718
+1.40562,26.9598,4
719
+0.928793,32.2176,4
720
+45.993,42.1206,1
721
+47.0812,43.0894,1
722
+40.1923,10.4603,2
723
+47.7352,40.3072,1
724
+1.25,29.7335,4
725
+20.2079,0,5
726
+45.9834,40.6829,1
727
+46.3557,41.1836,1
728
+45.6238,45.5399,1
729
+43.4022,40.9628,1
730
+47.8114,41.2548,1
731
+43.0039,41.3282,1
732
+43.2489,38.0759,1
733
+16.5017,0.0853971,5
734
+46.6102,41.9355,1
735
+44.6363,38.7635,1
736
+41.1533,8.87574,2
737
+43.9076,47.8261,1
738
+45.3739,53.2338,1
739
+0.60423,27.1845,4
740
+44.507,41.6479,1
741
+43.8438,36.4162,1
742
+45.9603,41.3444,1
743
+18.024,0,5
744
+44.7658,41.6396,1
745
+46.603,45.6858,1
746
+38.0379,22.6357,2
747
+44.239,38.6221,1
748
+42.7954,37.0546,1
749
+46.4481,12.2807,2
750
+42.2566,36.8098,1
751
+42.0719,45.2218,1
752
+43.4682,43.1181,1
753
+47.2222,37.0272,1
754
+46.5909,41.6092,1
755
+46.1625,42.1292,1
756
+45.0479,39.6119,1
757
+18.1609,0,5
758
+43.0859,40.2282,1
759
+0.892857,29.0441,4
760
+47.5862,40.3323,1
761
+43.2225,40.6691,1
762
+1.21317,30.203,4
763
+45.8268,39.5451,1
764
+42.4305,12.9763,2
765
+42.9185,39.2211,1
766
+45.7181,42.8115,1
767
+46.8835,36.8136,1
768
+44.5017,40.9234,1
769
+46.4726,40.9091,1
770
+42.5676,39.7576,1
771
+40.568,39.6694,1
772
+46.4824,40.9135,1
773
+49.2754,42.4096,1
774
+41.1215,0.266667,3
775
+45.4802,39.4188,1
776
+44.4104,44.181,1
777
+48.8753,43.3603,1
778
+43.5159,41.6805,1
779
+41.3402,12.0629,2
780
+48.3478,42.7273,1
781
+45.938,41.5233,1
782
+43.1347,42.8323,1
783
+43.4944,42.1488,1
784
+44.7368,0.299103,3
785
+43.1734,40.0651,1
786
+1.49254,29.6501,4
787
+43.0079,37.9437,1
788
+0.462963,26.1838,4
789
+45.8944,39.0444,1
790
+46.7909,41.3428,1
791
+43.1034,48.6957,1
792
+45.7055,40.5966,1
793
+43.2715,0.308325,3
794
+46.4995,41.6379,1
795
+42.4273,0.252525,3
796
+42.1397,13.9224,2
797
+46.4226,38.1679,1
798
+45.3435,41.2773,1
799
+42.3698,49.4279,1
800
+44.4444,40.0673,1
801
+44.4848,39.9596,1
802
+43.4169,0.101937,3
803
+45.2685,44.7059,1
804
+44.3001,40.7843,1
805
+47.2581,41.1168,1
806
+43.7628,41.3043,1
807
+44.898,40.7442,1
808
+47.7903,40.451,1
809
+43.7177,41.4894,1
810
+38.1119,38.6364,1
811
+40.7484,43.9716,1
812
+46.0465,43.6348,1
813
+43.7773,42.381,1
814
+44.1958,10.8871,2
815
+45.9966,46.3592,1
816
+43.8416,12.7877,2
817
+40.5063,0.143266,3
818
+47.7054,41.7085,1
819
+48.2309,44.373,1

+ 820
- 0
artificial/atom.arff View File

@@ -0,0 +1,820 @@
1
+% This Fundamental Clustering Problems Suite (FCPS) may serve as a minimal test for new invented cluster algorithms.
2
+%
3
+% Every new invented algorithm should at least cluster the FCPS correctly.
4
+%
5
+% The data sets may be used as long as the following citation is referenced in any publication
6
+% concering any of this data:
7
+%
8
+% Alfred Ultsch, Clustering with SOM: U*C, in Proc. Workshop on Self Organizing Feature Maps ,pp 31-37 Paris 2005.
9
+%
10
+% main problem: different variances and linear not separable
11
+%
12
+@relation atom
13
+
14
+@ATTRIBUTE x REAL
15
+@ATTRIBUTE y REAL
16
+@ATTRIBUTE z REAL
17
+@ATTRIBUTE class {1,2}
18
+
19
+@data
20
+-4.82249,-50.40217,4.020861,1
21
+-44.46012,20.96467,-11.49206,1
22
+50.00102,0.7807481,9.13446,1
23
+-41.69908,-22.31006,16.31412,1
24
+4.425242,-4.666664,50.22374,1
25
+27.26058,23.38604,35.06772,1
26
+-19.988,-6.638056,45.86818,1
27
+47.5704,-1.571324,15.8721,1
28
+41.8764,10.83021,24.64421,1
29
+15.85935,14.686,44.09609,1
30
+-33.77252,-36.60115,3.766672,1
31
+3.218305,-44.84079,22.52914,1
32
+4.31406,-2.829593,-50.04402,1
33
+22.7331,-33.76487,28.55148,1
34
+5.453126,4.356794,48.95405,1
35
+6.473627,49.40687,0.3539394,1
36
+-21.38691,44.32754,-9.408566,1
37
+34.33926,-11.68791,34.82704,1
38
+-2.538081,-40.3518,29.40645,1
39
+14.16785,-35.62283,-32.61538,1
40
+33.07119,-28.15823,-23.45108,1
41
+-45.86114,2.049557,21.06677,1
42
+-45.06056,16.24832,15.40648,1
43
+11.35568,-8.953778,-49.02086,1
44
+26.94642,-32.28738,25.70605,1
45
+23.97626,43.49894,8.875034,1
46
+-22.61322,1.12052,43.846,1
47
+-46.64605,13.00358,14.79079,1
48
+-43.8916,-18.32661,19.00224,1
49
+-7.45989,-12.62892,-48.4261,1
50
+48.77461,-10.88641,-0.9436041,1
51
+-45.7206,-20.06,-9.225777,1
52
+-31.63734,-22.73955,31.27342,1
53
+-42.95419,22.21346,11.99868,1
54
+0.7238982,-0.5390864,50.49664,1
55
+-36.67465,-11.73224,31.75296,1
56
+-26.96182,-42.71378,-4.202611,1
57
+-12.54398,-44.17073,17.12193,1
58
+-3.791277,10.2348,47.8953,1
59
+-2.104881,-2.757672,49.14903,1
60
+15.93932,-40.4724,22.66677,1
61
+20.82794,22.35719,38.69671,1
62
+34.87016,27.49711,20.86706,1
63
+7.022449,10.49432,-48.06278,1
64
+16.93301,-46.36226,-10.05664,1
65
+48.95567,-9.864451,0.3758181,1
66
+-10.47965,-23.89419,43.89176,1
67
+-3.377526,-43.36406,-23.22464,1
68
+-17.27796,39.43855,24.45212,1
69
+-20.78939,44.21985,3.80786,1
70
+19.70845,-23.33272,-40.17329,1
71
+-18.0635,-12.48334,-45.34063,1
72
+11.00464,28.33156,-39.06953,1
73
+-12.04288,-35.05996,-33.67099,1
74
+-5.762872,35.68634,34.41024,1
75
+32.77245,-26.81582,-27.31609,1
76
+4.349359,-15.73848,-46.58156,1
77
+-37.4316,-13.33147,-29.36227,1
78
+1.095149,-28.95145,41.19409,1
79
+20.81152,-45.09924,6.71862,1
80
+-16.63654,40.85904,23.28948,1
81
+-49.46474,-9.365017,4.165513,1
82
+-32.93833,37.47076,5.488567,1
83
+-34.69399,-13.47161,-33.68293,1
84
+-1.700924,3.878389,-50.18907,1
85
+9.342566,-48.16571,5.786603,1
86
+-0.7621773,0.242945,50.54068,1
87
+-22.53897,-1.074838,-45.07567,1
88
+-43.22574,-19.92554,-14.80758,1
89
+0.146423,-2.590253,-49.4474,1
90
+35.09462,35.27068,3.152403,1
91
+-13.35171,-41.21441,25.29178,1
92
+5.15683,16.4838,-46.40707,1
93
+17.57125,-27.34733,37.69288,1
94
+40.25838,21.12824,-22.4371,1
95
+39.77912,-27.23688,-13.81376,1
96
+-10.20641,12.49038,47.36394,1
97
+-28.97766,-9.167267,-40.12533,1
98
+5.347855,9.703275,48.8182,1
99
+-29.34843,-29.73358,-27.20795,1
100
+7.751599,-1.21041,48.48497,1
101
+-20.17439,34.00705,-29.97805,1
102
+-1.591191,-9.64301,-48.89731,1
103
+-47.99001,-3.734926,-13.51071,1
104
+-31.08115,22.26071,-31.88627,1
105
+-24.65025,-38.61415,20.05759,1
106
+2.615159,23.41465,44.5257,1
107
+29.87216,-38.8878,3.377874,1
108
+-22.57602,-14.56696,-41.73751,1
109
+7.257201,14.53641,47.57259,1
110
+28.67004,41.82245,4.503478,1
111
+-44.33257,-11.93141,21.89896,1
112
+12.6086,14.71034,45.88678,1
113
+34.84005,33.95954,-10.87016,1
114
+0.6930852,47.70752,15.27311,1
115
+-40.55072,10.0782,-27.85772,1
116
+36.46811,25.91996,-22.74993,1
117
+46.04884,-18.70015,-9.746982,1
118
+-11.2556,14.99203,46.56661,1
119
+-26.34762,28.01287,31.83715,1
120
+27.7089,-31.65224,27.68707,1
121
+4.957815,2.793576,49.31642,1
122
+12.02478,-30.42038,-37.49503,1
123
+-33.9034,33.37337,13.62383,1
124
+-0.6913066,50.59888,-3.136346,1
125
+-21.28546,31.15772,32.29716,1
126
+5.779592,-4.921898,49.71489,1
127
+47.65302,2.013214,17.81435,1
128
+-11.25033,-32.35077,36.86448,1
129
+-26.76125,38.64196,-17.24929,1
130
+48.96192,-13.58528,-0.6522584,1
131
+-41.06392,-8.996117,25.71,1
132
+-26.52002,-41.99598,-8.558903,1
133
+-38.85771,31.28569,9.822041,1
134
+-2.515191,-46.94446,-15.17955,1
135
+6.50394,-8.794935,-48.28183,1
136
+14.96289,-9.978585,46.97517,1
137
+-2.025608,0.04964101,50.5298,1
138
+40.88566,16.21842,-24.76219,1
139
+-14.3098,16.65692,45.46714,1
140
+-3.27665,50.2128,6.63532,1
141
+-27.98439,12.86504,-39.89967,1
142
+-44.5204,20.09092,-11.79887,1
143
+-30.49969,16.16691,-35.79538,1
144
+-13.12977,44.15611,-17.2343,1
145
+15.69404,46.58119,-10.78499,1
146
+4.421565,-0.4555505,49.46495,1
147
+28.2317,-31.7384,24.18817,1
148
+-22.90543,-40.52252,18.15122,1
149
+10.99909,33.17303,36.23688,1
150
+47.35365,-16.80534,2.047461,1
151
+-33.60902,-31.43792,20.79608,1
152
+1.020812,-2.477213,50.5857,1
153
+-25.79635,6.522167,43.05138,1
154
+-2.533395,4.720672,-49.26161,1
155
+38.90562,11.80128,30.41467,1
156
+-8.89362,-44.05494,20.70422,1
157
+-36.85225,-10.28442,-31.86347,1
158
+-44.43241,0.7083098,22.80296,1
159
+-17.25394,22.097,41.54161,1
160
+-6.064972,-16.46601,-46.84798,1
161
+47.50892,-11.84642,7.375438,1
162
+19.13517,40.67304,-23.05783,1
163
+-17.02271,11.34864,-45.25962,1
164
+44.37608,-18.80899,-15.02566,1
165
+-2.487963,0.9622863,-50.34179,1
166
+21.9998,-43.85001,5.786808,1
167
+12.12234,-28.15303,39.30494,1
168
+-31.38082,27.30521,-29.55518,1
169
+-14.69619,-45.58635,-14.8987,1
170
+-1.570841,-1.131274,-50.39623,1
171
+23.83922,16.03683,40.23738,1
172
+10.23427,-1.183003,-48.35214,1
173
+17.72995,-39.4835,-25.10024,1
174
+-23.2807,-29.6062,-31.71901,1
175
+-22.85635,-43.16858,9.428436,1
176
+19.38618,40.13338,-24.0397,1
177
+8.098991,-8.90821,-49.00687,1
178
+32.80908,-34.0526,15.72066,1
179
+-6.456641,1.122958,-50.14607,1
180
+10.61215,9.583215,-48.09697,1
181
+28.89482,35.19984,20.01794,1
182
+6.838639,2.594893,48.91467,1
183
+16.24363,13.01361,-44.43923,1
184
+33.33504,8.206512,-35.21809,1
185
+15.09552,41.48158,24.88161,1
186
+16.69818,-44.23849,17.47795,1
187
+-0.3559351,-1.865036,50.10813,1
188
+-38.98961,-9.487279,-28.06464,1
189
+-43.20009,-24.29032,-1.564957,1
190
+-30.52187,20.42487,33.02506,1
191
+23.48271,-34.72635,28.37988,1
192
+12.52884,28.36919,-40.08085,1
193
+7.496297,27.39054,-41.32372,1
194
+-11.35721,-32.35619,-37.36999,1
195
+-8.301093,8.04872,47.99522,1
196
+-32.83114,-34.61644,15.94803,1
197
+34.09921,-30.94227,-18.8846,1
198
+21.62079,-5.983094,44.65717,1
199
+3.491038,-5.590563,-49.57293,1
200
+-39.16634,-30.02453,-9.61393,1
201
+-48.47684,-0.9443744,-8.961936,1
202
+18.24831,-31.17883,-33.83826,1
203
+20.80812,-27.43795,35.95826,1
204
+-48.67136,-10.729,3.423902,1
205
+6.568269,44.86672,21.62113,1
206
+-6.752613,4.428355,49.64736,1
207
+-44.87937,10.24572,18.68548,1
208
+-35.09465,-16.77224,32.60057,1
209
+-24.77118,-42.13846,-12.20059,1
210
+29.18215,35.27971,20.0137,1
211
+0.9745382,-1.076707,49.32918,1
212
+-41.6554,-16.53109,22.05314,1
213
+24.75164,43.64613,3.542096,1
214
+-46.88357,17.48583,-2.534842,1
215
+13.39536,10.85655,46.0423,1
216
+11.16815,-2.346825,-48.95842,1
217
+20.26882,-33.53818,30.6549,1
218
+23.55002,-3.955634,-44.27267,1
219
+-19.29657,-46.71972,-7.68587,1
220
+35.46157,-22.90718,-25.87966,1
221
+-46.48111,13.37205,-14.28129,1
222
+-28.49779,22.64155,34.17736,1
223
+24.69414,-38.03717,-22.43411,1
224
+-24.70609,-16.40013,-41.74278,1
225
+20.02143,-4.044525,-44.81512,1
226
+-2.168572,48.94227,6.657756,1
227
+-31.92266,5.88428,-37.10368,1
228
+15.04082,-30.53569,-35.32828,1
229
+-5.382507,2.117309,49.83157,1
230
+19.26804,-45.46831,-3.429013,1
231
+30.95699,34.95664,-16.28408,1
232
+-16.55415,-17.9403,43.40404,1
233
+-17.59724,4.095142,45.98448,1
234
+36.35111,-34.58334,-0.95707,1
235
+40.0404,-22.59247,-21.29191,1
236
+-9.102509,-2.622652,-48.89323,1
237
+-26.14375,31.42785,-27.50999,1
238
+-21.7382,33.06834,31.3796,1
239
+31.98738,-36.17371,11.84347,1
240
+18.59285,-43.36289,-15.83322,1
241
+-3.811619,5.949773,49.23386,1
242
+49.76361,0.04336323,3.636998,1
243
+26.83767,-6.235159,-42.08913,1
244
+-3.206753,-40.77514,28.55627,1
245
+-44.50087,1.440294,-22.84606,1
246
+15.59361,-24.10409,-41.79011,1
247
+-25.90782,9.968161,-41.97255,1
248
+9.414464,-47.31675,-8.793803,1
249
+-44.87765,-15.92584,12.69684,1
250
+14.20206,-44.84281,17.31598,1
251
+-22.17526,42.26628,14.5148,1
252
+-19.8821,-32.87743,32.40931,1
253
+-7.091579,37.44145,32.20222,1
254
+2.3646,7.391677,48.66939,1
255
+38.44342,22.12334,25.31603,1
256
+2.365793,0.8129662,-50.1924,1
257
+29.318,-29.17177,-28.00311,1
258
+41.60221,3.430297,27.88026,1
259
+14.27009,7.708516,-47.86103,1
260
+17.78474,46.87565,1.343949,1
261
+-30.60782,19.16917,-34.75742,1
262
+-35.13651,-34.40076,12.50067,1
263
+38.15176,1.3047,-30.47795,1
264
+39.68217,20.87902,22.40266,1
265
+33.49055,-13.76336,-34.23562,1
266
+-46.07051,14.35748,11.63906,1
267
+20.13949,-13.85247,-44.29513,1
268
+-14.16664,37.641,29.96453,1
269
+5.311071,1.981352,49.42998,1
270
+-27.91478,3.326468,40.03162,1
271
+-48.79479,-7.853357,7.005214,1
272
+6.928665,38.10239,-33.10926,1
273
+-33.92357,-24.50821,-27.33945,1
274
+-46.46928,-20.22653,-1.50004,1
275
+-25.74115,33.7682,-26.11377,1
276
+-11.62565,-21.11612,44.55823,1
277
+46.17046,12.95738,13.59058,1
278
+-27.06898,39.63657,-16.8676,1
279
+8.794248,3.027069,49.47441,1
280
+-4.247651,8.789343,-49.0567,1
281
+-0.8666983,-28.31705,-41.55359,1
282
+-10.67849,12.457,-46.94552,1
283
+41.50206,-28.7027,-4.970166,1
284
+-6.271647,-25.36591,-43.41453,1
285
+25.29207,-28.03253,-32.76368,1
286
+-21.24144,-30.16006,-34.22664,1
287
+10.36366,-9.062661,48.69894,1
288
+36.28288,35.08028,-4.018332,1
289
+-28.14774,-33.01025,27.13286,1
290
+-6.204708,-4.217845,49.81495,1
291
+-5.061931,-45.69232,-18.42893,1
292
+16.2768,-21.03139,41.71322,1
293
+2.083891,5.838801,50.16167,1
294
+18.29273,-43.5623,17.23676,1
295
+4.772465,-6.594583,-48.75218,1
296
+3.675565,-32.59256,-38.73641,1
297
+-27.68478,34.71555,-24.40825,1
298
+-23.7102,8.074168,42.35586,1
299
+-28.65841,-15.43324,-37.15577,1
300
+-14.10338,-5.827681,-48.74629,1
301
+-1.673709,12.11732,-47.82571,1
302
+10.2283,43.29045,-21.3484,1
303
+-3.916615,-1.481448,-50.59212,1
304
+-3.65934,-50.46101,1.383157,1
305
+-15.41431,-14.20952,45.30973,1
306
+23.12736,14.88019,42.09711,1
307
+22.19725,28.39519,34.92551,1
308
+-43.62921,-8.788146,20.91679,1
309
+-6.123117,-10.98347,47.53668,1
310
+15.07826,45.03738,-16.53673,1
311
+-35.32299,-19.63147,30.21394,1
312
+-28.18722,36.92129,-17.21705,1
313
+-11.91392,-17.66227,-45.26736,1
314
+-26.40349,41.55071,8.600806,1
315
+30.85129,-3.649354,38.53956,1
316
+-38.55605,-3.145174,30.59207,1
317
+1.118891,-26.31832,-41.69631,1
318
+-32.91517,-21.91888,-32.06323,1
319
+0.7997207,-1.614539,49.20648,1
320
+2.548724,5.762376,50.24814,1
321
+-17.6683,-11.11593,-46.2383,1
322
+23.21439,4.272787,-44.92996,1
323
+43.24806,18.23998,-17.74841,1
324
+-18.89171,4.005896,-45.73183,1
325
+6.317842,-5.627168,-50.04882,1
326
+-2.02899,12.3768,-47.26368,1
327
+4.811247,-2.576305,49.32997,1
328
+-22.83097,-5.172263,-44.96045,1
329
+-10.96187,44.4455,20.04965,1
330
+-40.77551,-3.840934,28.09662,1
331
+-2.422117,-0.4205238,-49.94691,1
332
+-4.763024,-24.28322,43.34423,1
333
+-1.692692,-22.40035,44.05213,1
334
+-40.13388,-23.88943,14.24961,1
335
+-42.20175,-14.22269,21.99311,1
336
+-49.02459,-3.948233,4.017968,1
337
+12.23806,-9.352941,46.67156,1
338
+29.34727,-2.915915,-41.25044,1
339
+10.49566,-40.20741,28.20718,1
340
+-1.676561,-1.926316,-50.43314,1
341
+-44.47906,19.08395,16.20009,1
342
+42.65319,23.04041,15.27074,1
343
+-15.96402,38.35168,-27.47054,1
344
+-43.91615,25.51323,-5.422202,1
345
+13.50486,-26.76754,-39.62078,1
346
+-16.50981,-34.14365,33.08603,1
347
+30.2339,28.53781,28.49641,1
348
+7.178304,-15.8783,47.62733,1
349
+-14.43792,-38.43511,29.94253,1
350
+-27.2406,-20.58386,37.23562,1
351
+-37.56518,24.63804,-20.95346,1
352
+-1.183901,12.50498,49.26622,1
353
+46.7896,-5.428576,13.04613,1
354
+-13.2169,-3.617789,49.09214,1
355
+14.313,45.24936,-19.42335,1
356
+-12.53725,-6.122769,-48.20183,1
357
+14.4142,5.507587,-48.08541,1
358
+24.72322,-36.96659,-23.56403,1
359
+11.93249,10.63697,47.17158,1
360
+43.47521,3.129027,24.45635,1
361
+-28.55507,-38.59994,-17.70492,1
362
+-17.6162,39.166,-27.34132,1
363
+-14.66631,47.50269,7.730248,1
364
+0.7349299,22.86023,45.28497,1
365
+5.590621,-3.165642,-49.04724,1
366
+1.801536,-10.81482,-49.2775,1
367
+39.10788,-31.22524,-9.286197,1
368
+16.43955,-38.30058,28.88626,1
369
+37.26142,24.40814,-21.32443,1
370
+-26.56257,-9.801281,41.74282,1
371
+-4.503966,-1.384816,-49.21838,1
372
+-27.8525,-17.26728,-37.13444,1
373
+-4.881838,-0.8021143,50.04124,1
374
+-44.20992,12.75119,19.74027,1
375
+-36.51986,18.76769,28.56282,1
376
+-29.10923,28.74427,29.49907,1
377
+0.7703682,13.37954,-47.96614,1
378
+10.06615,5.934258,49.29639,1
379
+-20.505,-29.27766,34.81064,1
380
+4.140492,7.276366,-49.53939,1
381
+-11.08649,10.98255,-48.64085,1
382
+14.27564,30.85341,37.31859,1
383
+9.463121,38.41169,30.69383,1
384
+-21.24122,-41.14747,-18.88702,1
385
+48.54252,8.97072,2.144794,1
386
+-25.95555,7.511405,40.59191,1
387
+-5.926018,-8.151059,48.5188,1
388
+43.22695,17.74809,-19.63619,1
389
+22.50138,-32.4333,-31.44645,1
390
+-1.676615,-19.41668,45.2155,1
391
+-11.84379,-3.100888,-48.7344,1
392
+10.12314,-35.97861,33.17212,1
393
+-5.88182,-2.488278,49.388,1
394
+4.442041,13.9605,-48.2819,1
395
+-47.06148,-12.1271,14.46822,1
396
+6.110267,48.82202,-2.239585,1
397
+40.88596,21.04953,20.69693,1
398
+14.90146,47.77287,7.962387,1
399
+48.04972,17.27542,-1.823311,1
400
+-22.02923,-44.69981,-5.498068,1
401
+-38.88169,-27.00149,15.16309,1
402
+-37.48659,33.50115,-7.571599,1
403
+-14.29629,-14.51095,-46.20447,1
404
+43.32907,13.10979,-20.56149,1
405
+-32.87598,-11.18051,36.63614,1
406
+45.57623,10.69727,-16.31074,1
407
+-27.99436,12.55625,40.24353,1
408
+15.24113,14.0065,46.0521,1
409
+43.90917,1.319353,22.99316,1
410
+40.11679,-26.44239,-14.69514,1
411
+35.23984,2.785888,-35.64861,1
412
+9.095878,-43.90266,-23.68047,1
413
+23.85557,-14.64062,-41.78517,1
414
+16.40414,-37.68288,27.68875,1
415
+25.97567,31.85128,27.67197,1
416
+3.486008,35.42002,-36.70013,1
417
+15.33379,46.17612,14.36294,1
418
+-10.78011,-7.045256,49.25292,1
419
+8.018622,-1.023863,-49.54882,1
420
+0.6857508,0.882203,-0.8854096,2
421
+0.211911,2.566241,4.355553,2
422
+2.439457,2.259743,3.084992,2
423
+5.971988,1.003704,2.859852,2
424
+-2.646234,-2.439604,4.711721,2
425
+-1.080572,1.800438,-3.650148,2
426
+-0.1465547,1.11926,0.6701577,2
427
+1.994454,1.20906,1.886642,2
428
+-3.052135,5.57863,3.890948,2
429
+1.801007,0.04444109,1.405029,2
430
+2.314274,-1.492039,0.4027197,2
431
+-0.5953394,-1.798263,3.080695,2
432
+2.154614,-3.375758,1.969941,2
433
+3.472002,-6.171456,4.908502,2
434
+7.372167,-1.635844,-1.170528,2
435
+3.706295,-2.422915,2.789299,2
436
+-3.93839,0.2432051,2.127694,2
437
+-4.051334,-0.99387,-0.4394743,2
438
+-0.8531086,1.039651,2.009814,2
439
+-2.838916,-4.764276,-0.6343368,2
440
+0.4749569,-1.280334,2.969757,2
441
+-1.474658,3.5688,-1.376201,2
442
+1.969728,3.915431,0.7574453,2
443
+-0.939271,0.8140218,-4.359775,2
444
+7.361267,-1.438232,0.4968328,2
445
+2.010779,-1.53542,-0.6623068,2
446
+0.2196354,7.214851,0.48745,2
447
+0.3656419,5.426153,-1.8866,2
448
+-2.273953,-0.4099031,-4.951911,2
449
+-2.389804,-4.922831,1.633307,2
450
+5.022775,-1.923718,-2.293836,2
451
+6.548579,5.189726,2.173688,2
452
+-1.363253,1.107519,-1.807876,2
453
+-4.743645,0.6285966,-4.060351,2
454
+-1.009205,0.8447483,-4.389114,2
455
+1.64609,2.341043,5.935584,2
456
+-1.91998,-0.9656597,-2.265899,2
457
+3.395606,0.3341458,-3.703464,2
458
+-3.118424,-0.8117026,-2.579345,2
459
+2.699059,1.217836,3.775685,2
460
+2.336222,4.177088,2.855681,2
461
+-1.838001,-2.447912,3.127455,2
462
+2.208435,-2.749863,-0.4662627,2
463
+-2.247011,-1.219582,1.979178,2
464
+-3.249057,1.615225,-1.808627,2
465
+3.699544,-2.479789,-1.165336,2
466
+-2.78142,2.796381,-0.6005492,2
467
+1.187184,2.394058,-0.3659764,2
468
+2.643978,-1.123777,5.55275,2
469
+3.735515,-5.618837,1.988665,2
470
+-3.583686,-0.2521519,-3.036507,2
471
+2.129532,-4.943742,3.97886,2
472
+-2.315981,-0.7033198,-1.306295,2
473
+-0.2686535,1.509548,1.798599,2
474
+-0.1068473,-2.140609,0.6526674,2
475
+2.333638,2.643679,2.12281,2
476
+2.219055,1.809333,-5.719382,2
477
+0.7201211,-1.480367,3.346304,2
478
+1.64071,4.98128,-0.3555101,2
479
+-3.731598,-0.2800017,-3.759777,2
480
+1.011045,0.9160681,-1.268644,2
481
+-1.954354,1.419827,-2.185898,2
482
+0.2046087,3.442643,4.993592,2
483
+-8.378955,-2.165526,-4.408032,2
484
+-0.7973953,-2.390583,-4.636713,2
485
+5.478362,0.1766405,-3.420528,2
486
+0.5565598,2.612871,0.4986837,2
487
+-0.8348679,-2.317563,-0.947733,2
488
+0.2320126,1.858847,-1.703241,2
489
+-1.565779,2.008856,-2.741294,2
490
+1.08985,1.484981,-2.12336,2
491
+0.9376637,-1.428467,5.058846,2
492
+5.681549,3.124042,6.992235,2
493
+-1.441338,-0.1767457,-1.848403,2
494
+1.792972,5.29798,0.820409,2
495
+-1.91641,-2.142672,0.2845976,2
496
+0.5039803,-3.089233,-0.501618,2
497
+-0.4613391,2.884551,3.511664,2
498
+-1.269224,-8.448683,-7.718695,2
499
+-0.8178036,-0.2487775,-1.335382,2
500
+-4.664956,-5.306959,1.427103,2
501
+0.9845514,2.496533,1.895965,2
502
+-2.999286,-3.242489,-1.2514,2
503
+2.959275,0.9715286,2.344441,2
504
+-4.944213,-0.9660186,-0.9989044,2
505
+-1.252367,-3.982138,0.8584992,2
506
+-0.7713222,-2.160952,0.1872395,2
507
+3.049083,3.75736,5.195643,2
508
+-8.909048,5.340831,-4.324626,2
509
+-2.245051,2.96762,4.807449,2
510
+2.437466,-5.246342,4.554155,2
511
+3.570202,-1.469213,0.5396938,2
512
+-5.331455,8.447442,1.338667,2
513
+-0.4750815,-3.71395,4.108761,2
514
+1.883331,-3.156272,-0.276337,2
515
+-2.739164,-2.16784,4.028964,2
516
+-2.519814,2.893383,-0.4491906,2
517
+-1.098556,0.8500788,3.755042,2
518
+-0.3814715,-1.471878,0.1484236,2
519
+-1.5088,-1.957367,5.239964,2
520
+0.2953837,-2.565544,-0.9065145,2
521
+-1.455601,-6.507712,4.234516,2
522
+2.96581,3.029429,-0.8210273,2
523
+0.8941062,0.5047947,5.316243,2
524
+-3.648411,1.566411,-2.752217,2
525
+3.746515,-0.2427881,1.873371,2
526
+-2.732619,-0.6682261,1.204702,2
527
+-0.2979396,-1.464379,2.052028,2
528
+5.084834,-2.734686,-2.0445,2
529
+3.668543,-4.129444,4.510403,2
530
+-5.234294,3.376536,-0.6287515,2
531
+3.107282,3.157263,6.564192,2
532
+1.263883,-2.273074,-4.73078,2
533
+2.00673,-2.901646,0.6389323,2
534
+1.564927,-4.635948,1.472271,2
535
+-3.443766,2.671811,1.964837,2
536
+-2.077176,-0.2060344,-2.148921,2
537
+-0.1978189,-5.25484,0.6407388,2
538
+1.598787,-1.150763,-3.813669,2
539
+0.4937305,4.184748,4.076734,2
540
+3.559815,2.683231,2.792635,2
541
+-0.6070062,-5.26743,0.588055,2
542
+-3.069798,2.921481,-0.5057467,2
543
+2.220496,-2.960297,0.8268571,2
544
+-5.838797,-1.188735,2.010014,2
545
+-0.6767248,6.614396,1.235549,2
546
+-0.3961536,3.213444,0.2725466,2
547
+-1.1085,0.6563444,6.065778,2
548
+-4.336126,-3.231944,2.012579,2
549
+1.178765,-1.87288,5.814973,2
550
+-1.941379,3.33113,-4.327779,2
551
+0.008128069,-2.517313,1.125482,2
552
+-2.782534,1.211172,-2.595866,2
553
+-4.770282,4.453332,0.07458127,2
554
+-0.1336568,0.6202189,-0.32682,2
555
+-1.622752,-2.685083,-5.697222,2
556
+-0.3926941,4.582314,-4.972728,2
557
+2.893812,-2.772849,-5.58111,2
558
+3.761822,0.8375366,-4.955896,2
559
+-2.369809,-2.616509,-7.701871,2
560
+-5.248944,-3.318315,-3.850369,2
561
+-2.023955,0.7932941,-1.456168,2
562
+3.669015,-0.5903276,4.991294,2
563
+0.2142926,1.114604,-0.31111,2
564
+-1.982968,-5.70245,-1.89499,2
565
+-1.08896,3.611339,5.93066,2
566
+5.491744,1.489262,1.99605,2
567
+1.164466,-2.593486,-0.1723508,2
568
+-1.88978,-1.130378,-0.8064836,2
569
+2.958213,0.4932887,0.07846496,2
570
+-0.9527743,0.5318725,2.529607,2
571
+-2.405642,-3.759512,0.4742506,2
572
+0.7097337,0.376005,-4.582812,2
573
+1.251169,-0.1649526,-0.6668503,2
574
+2.691934,-0.9034802,-0.2830244,2
575
+4.414724,-0.7328438,1.092509,2
576
+-7.025569,2.261951,-2.417861,2
577
+1.927051,-2.068123,1.137463,2
578
+-1.533714,-0.9314605,-0.5769305,2
579
+2.379856,2.53336,0.4722709,2
580
+1.10753,-6.067991,-0.7688389,2
581
+5.523097,1.682912,6.283408,2
582
+1.362398,0.5113904,-3.999202,2
583
+-3.165903,0.4347524,2.51412,2
584
+6.387508,-5.439273,2.975141,2
585
+-1.6154,-4.144359,1.790375,2
586
+0.2982882,3.111602,2.430254,2
587
+-3.233665,3.61911,1.689588,2
588
+-0.7221485,0.7000583,0.4187103,2
589
+-3.18231,-2.673871,2.962733,2
590
+0.4880486,-3.86234,-4.926924,2
591
+0.885876,-1.35837,-0.2320844,2
592
+4.419872,4.162047,4.27028,2
593
+0.9427458,3.3255,0.7980857,2
594
+1.900041,2.055249,-1.364739,2
595
+0.4523788,-1.555019,-3.398596,2
596
+2.935812,-3.739588,-2.435971,2
597
+-4.997471,1.60936,0.5343553,2
598
+1.78273,-0.2305766,-4.50473,2
599
+2.675553,-0.4205683,3.787978,2
600
+0.7521032,3.92692,-2.773507,2
601
+-2.070227,0.9194031,1.280686,2
602
+1.02425,-1.369198,4.671225,2
603
+-6.092107,2.777138,-2.133764,2
604
+3.000736,-3.304323,0.7796639,2
605
+0.5838262,1.68413,-2.425544,2
606
+5.67912,-0.1005359,-0.1784475,2
607
+-1.041584,-2.543006,3.109204,2
608
+0.4323519,-0.9002614,3.187455,2
609
+2.434593,-1.362968,2.652755,2
610
+1.559262,2.826316,-2.99732,2
611
+7.163709,1.958183,4.835092,2
612
+-0.101938,3.17642,2.543033,2
613
+-2.628153,-0.253563,4.995124,2
614
+-0.3906383,-0.4021129,2.899176,2
615
+3.883383,2.395423,-0.1284234,2
616
+-0.1072219,-2.04261,-0.05659407,2
617
+-0.1192542,0.9417715,1.702334,2
618
+3.157758,6.460398,1.723977,2
619
+-1.069912,-4.775348,-0.5309079,2
620
+0.9268324,-1.526029,2.561712,2
621
+-5.233704,1.543572,1.690739,2
622
+1.346109,-0.6676131,1.038503,2
623
+-0.4786681,0.9935639,5.359561,2
624
+-5.96451,1.18326,1.039251,2
625
+3.520877,2.827412,1.394628,2
626
+-0.3073581,-1.381675,0.8638124,2
627
+6.663724,-4.448422,-0.4128964,2
628
+2.440755,0.9170853,-3.450819,2
629
+-0.4248996,-3.142687,1.902546,2
630
+3.57414,1.412587,-2.627693,2
631
+2.338076,0.4267432,0.6204286,2
632
+3.992547,2.48695,-5.598168,2
633
+-2.135379,5.741222,-1.835949,2
634
+0.4561528,-3.983706,-1.965915,2
635
+-0.04466124,5.381961,-3.093469,2
636
+-1.072438,-0.4053225,0.480652,2
637
+-1.243867,0.2260037,-2.649767,2
638
+-6.9719,4.324254,3.454194,2
639
+-1.045548,-0.7897105,0.8969957,2
640
+-4.256829,-2.068193,-9.482627,2
641
+2.331976,0.4673227,6.728412,2
642
+-7.84659,-3.365855,4.087282,2
643
+7.247825,-5.909715,0.1985459,2
644
+-2.862248,-1.491997,-5.196373,2
645
+-4.388342,-0.7993243,-2.754379,2
646
+-1.772414,0.6946711,2.124064,2
647
+0.5285532,-2.032989,1.22282,2
648
+-5.245003,0.7892834,1.581749,2
649
+4.011352,-1.813788,-4.592192,2
650
+4.892448,1.673377,4.018903,2
651
+-3.268758,1.771743,-2.803739,2
652
+-1.123781,-1.262322,-3.809484,2
653
+-2.486274,0.7246917,-1.663949,2
654
+1.940859,1.538409,-0.4857599,2
655
+-3.653413,-1.548443,4.179189,2
656
+-6.041536,1.60262,1.428917,2
657
+5.747879,1.361524,-1.805949,2
658
+-0.05869537,0.7790818,-0.7710062,2
659
+2.588932,-6.165571,-0.8774029,2
660
+-1.372604,7.19394,1.915906,2
661
+5.653621,3.988551,0.8513711,2
662
+-2.839539,5.249275,0.2103143,2
663
+-0.2039446,2.354881,-4.474215,2
664
+0.8025108,-0.4010434,-2.571119,2
665
+-1.976681,3.0932,1.741864,2
666
+-0.1680746,3.427764,1.397416,2
667
+5.311834,-2.229388,3.549359,2
668
+2.651291,1.682682,-0.08112159,2
669
+6.933685,-1.508769,-2.521124,2
670
+3.978823,2.386428,-1.487218,2
671
+2.377309,2.137458,1.055532,2
672
+-0.2128159,2.122509,-0.05893863,2
673
+1.875357,2.307338,-5.183204,2
674
+-1.00294,1.979053,1.874058,2
675
+2.502218,-0.3992083,1.815174,2
676
+4.493396,1.024049,-0.9673014,2
677
+0.115232,-0.8651327,5.024885,2
678
+0.9802681,1.890776,1.681311,2
679
+1.080192,-0.6882419,1.869857,2
680
+2.075016,-0.8435984,5.010691,2
681
+1.10094,1.799926,-0.3689422,2
682
+3.789117,-4.632595,-2.691217,2
683
+5.257907,9.103975,4.565313,2
684
+0.1882316,-3.904892,-1.993112,2
685
+1.943879,2.012915,-0.2442778,2
686
+2.075994,-0.6257136,-0.04690891,2
687
+5.309885,-1.799667,1.16103,2
688
+1.448928,-7.414156,-3.728217,2
689
+1.283893,-1.23663,4.567132,2
690
+2.076752,-1.890981,2.146421,2
691
+-2.522585,-0.6111432,2.253856,2
692
+7.864556,1.761767,-1.679441,2
693
+-2.84233,-4.885815,0.503043,2
694
+3.009396,-1.065114,2.164222,2
695
+-3.273504,-4.6652,-1.130332,2
696
+-0.4807812,1.587906,-4.548273,2
697
+-2.226771,-2.733694,2.805205,2
698
+-0.003118659,-3.95916,-1.407079,2
699
+-3.284969,1.824634,2.734507,2
700
+3.733898,4.388027,1.083598,2
701
+-0.8347441,-2.18729,1.229859,2
702
+3.033981,-1.222419,3.969822,2
703
+1.155672,3.858163,2.60495,2
704
+3.358897,-1.027027,-0.6343606,2
705
+-3.88689,-5.18949,-1.789037,2
706
+0.7883284,5.584366,0.6578878,2
707
+0.808499,0.8842943,-0.6877014,2
708
+-3.239599,0.07157519,-2.635429,2
709
+-4.040467,-4.133659,-0.4718874,2
710
+-4.40666,1.116417,1.309244,2
711
+2.177722,-2.906242,-0.5382854,2
712
+-0.5423036,2.754569,-2.56561,2
713
+-4.680035,6.311411,-0.9817531,2
714
+0.3397221,-4.130182,-1.01588,2
715
+-2.569937,1.606615,0.4930642,2
716
+-0.008597723,2.775126,3.716914,2
717
+-0.4032857,-0.2865252,0.9624962,2
718
+-0.7338297,4.09292,1.401296,2
719
+-4.953256,1.546696,2.078953,2
720
+-1.460271,1.317705,-2.201737,2
721
+5.009099,-3.105473,-2.461173,2
722
+-0.3860498,6.676989,2.408224,2
723
+0.328537,3.946375,1.83699,2
724
+2.975795,0.2422899,3.540576,2
725
+-2.281982,5.795712,-1.732154,2
726
+-0.7550154,-0.8253743,-5.0125,2
727
+6.163693,4.126769,-1.222802,2
728
+-3.508145,-5.291994,-1.61015,2
729
+-0.5110323,0.5576283,-3.284502,2
730
+1.432413,-2.198103,-5.593888,2
731
+-0.4250549,-0.6164634,1.152038,2
732
+-7.859106,-0.7170842,-1.403426,2
733
+0.5771182,1.85594,-0.4034601,2
734
+0.3978062,-1.407337,1.799775,2
735
+5.946682,-2.297922,0.2049366,2
736
+-0.05928309,-5.609141,-0.4828498,2
737
+-1.098158,-6.583595,-2.11505,2
738
+-2.428037,1.155442,0.835692,2
739
+-1.454578,-1.356917,2.029918,2
740
+4.839734,0.8496217,-1.849934,2
741
+-2.983916,-0.6775176,-3.542804,2
742
+2.804998,-1.118266,0.4963224,2
743
+-0.8027642,4.263139,-0.9897301,2
744
+-2.986948,3.252586,-3.716943,2
745
+1.530625,-0.8581271,-2.522413,2
746
+0.4877746,0.498832,-1.773278,2
747
+1.95349,-1.73589,2.884817,2
748
+0.8812891,-1.219495,5.764981,2
749
+0.09317048,2.604835,-7.022606,2
750
+-3.539404,2.428516,-1.240128,2
751
+-3.932523,-4.912853,-4.865093,2
752
+-2.675714,-2.196411,7.585623,2
753
+0.9041734,5.937512,1.120111,2
754
+-2.838529,4.076371,1.092288,2
755
+-4.201611,0.06896203,-0.2639375,2
756
+0.3715026,1.343751,-2.014508,2
757
+-3.719853,-5.47899,1.188598,2
758
+2.313993,1.973408,-1.766602,2
759
+-1.62668,1.381789,3.044933,2
760
+4.701603,3.080433,1.062939,2
761
+-1.809786,0.5965799,-3.307109,2
762
+-1.489649,0.3334515,2.058074,2
763
+2.674433,-2.163165,4.663328,2
764
+0.4177258,-3.090928,2.503891,2
765
+-0.6343364,-2.428258,4.153797,2
766
+1.670784,-5.532695,-0.8430021,2
767
+-1.489334,0.5117131,-4.23929,2
768
+2.002893,-4.335721,9.294327,2
769
+0.4493406,-1.711912,-1.666487,2
770
+4.622113,-1.718422,-0.6745686,2
771
+0.485315,-5.637339,-0.4361569,2
772
+3.700039,-3.555049,-4.383864,2
773
+0.1042715,-0.1783742,1.789032,2
774
+-3.441811,0.2308942,-2.150525,2
775
+1.491339,-0.8376264,1.271982,2
776
+-3.234402,-1.808231,-3.64934,2
777
+2.080019,0.004774983,0.9140661,2
778
+-5.49479,3.53491,1.142129,2
779
+4.079701,5.265863,-2.058414,2
780
+0.2758031,-0.1937169,1.107633,2
781
+3.040441,-2.243949,1.626437,2
782
+-0.144522,0.6527299,1.191218,2
783
+3.293521,3.345644,-0.8037229,2
784
+-3.870644,-1.555483,-0.2785294,2
785
+1.729528,-3.898264,1.746642,2
786
+0.8641051,-2.456077,3.835896,2
787
+-0.9963443,3.907127,4.428097,2
788
+-3.009908,0.08073034,-4.53522,2
789
+4.185205,-0.9303026,0.6718949,2
790
+3.853745,-3.348238,-4.482354,2
791
+0.02009968,-2.239406,4.830845,2
792
+0.522799,1.280249,-3.793303,2
793
+2.095707,-0.7357503,3.758432,2
794
+-4.656394,-0.6939252,-3.362514,2
795
+2.41815,-3.682886,0.6882083,2
796
+5.001428,4.521816,-3.55103,2
797
+2.477508,-1.2386,-1.28846,2
798
+4.748669,-2.637736,-0.9213919,2
799
+-0.9674336,0.070325,-1.988711,2
800
+-0.8809894,2.270787,2.039961,2
801
+-5.681612,4.389901,5.012738,2
802
+-2.243695,0.2096124,-3.017766,2
803
+-3.906831,-4.972195,-0.03244618,2
804
+3.321621,-0.5973437,0.4792704,2
805
+0.8592244,3.654618,-1.711773,2
806
+-4.422729,-1.650484,-0.338493,2
807
+3.255994,-1.733413,2.384684,2
808
+0.3683167,-0.6210239,2.452386,2
809
+1.728795,0.4226163,0.07255092,2
810
+7.14411,3.708753,-2.432959,2
811
+-0.2977869,0.6195213,-0.5548628,2
812
+-3.203857,-2.275129,-0.6945145,2
813
+-1.565805,0.5209585,-0.08820235,2
814
+-0.8787358,3.693478,1.758421,2
815
+-1.531027,0.6816365,0.5432712,2
816
+0.5007537,-1.848209,0.6056538,2
817
+1.089574,-0.2464933,-3.355758,2
818
+-1.907717,4.964502,2.098423,2
819
+3.415463,4.529521,-1.617736,2
820
+

+ 4818
- 0
artificial/banana.arff
File diff suppressed because it is too large
View File


+ 100006
- 0
artificial/birch-rg1.arff
File diff suppressed because it is too large
View File


+ 100006
- 0
artificial/birch-rg2.arff
File diff suppressed because it is too large
View File


+ 100006
- 0
artificial/birch-rg3.arff
File diff suppressed because it is too large
View File


+ 311
- 0
artificial/blobs.arff View File

@@ -0,0 +1,311 @@
1
+% Data generated using Python package 'sklearn' (sklearn.datasets.samples_generator)
2
+%
3
+% make_blobs(n_samples=300, centers=centers, cluster_std=0.5, random_state=0)
4
+%
5
+@relation blobs
6
+
7
+@ATTRIBUTE x REAL
8
+@ATTRIBUTE y REAL
9
+@ATTRIBUTE class {0,1,2}
10
+
11
+@data
12
+1.4750442087627946,0.92432139585115103,0
13
+-0.022043845874652912,-0.8049533386560368,1
14
+-1.1767158743785995,-1.8082370943255164,1
15
+0.7722337482413284,1.0087395795125285,0
16
+1.23283121986523,0.23187815686138813,0
17
+-0.92174673101731219,-0.88390948189986207,1
18
+1.6595684381507878,-1.4412094092749592,2
19
+0.33389417270274913,-1.9843123448930102,2
20
+-1.2714307380083589,-0.79197497686928719,1
21
+1.3361473785062177,1.2037309181205553,0
22
+1.4712340596101969,-1.1337973731176738,2
23
+0.94839057410322103,1.2052992509691862,0
24
+0.65271607013431732,0.92518272983616456,0
25
+-0.11980202933086836,-0.79925047245485625,2
26
+1.2616383302658769,0.91422683438887598,0
27
+0.87899008506489029,-0.2408694148221473,2
28
+0.74124047874479837,-1.489414929679385,2
29
+0.7153439732649074,-0.86504782252961931,2
30
+0.80238550867282288,-1.5797102581999565,2
31
+0.51444771477775775,-0.84259139774208813,2
32
+1.3805188625734968,1.0608375082464141,0
33
+0.4262656737944488,0.78108997762778298,0
34
+0.74517390912417325,0.78096284919440684,0
35
+0.78242322413918131,1.9246318642396709,0
36
+0.76657722697361874,-1.7084530565631297,2
37
+0.82604392533692372,1.0781744845519901,0
38
+1.1854125006405511,-0.92896909740638223,2
39
+-1.1545064845235611,-1.8380019031649883,1
40
+1.4002824017154984,-0.9608699124191693,2
41
+-0.85682815555386016,-0.69557808276227462,1
42
+-1.0078410558012774,-0.91953591585088845,1
43
+1.0185028609550748,-0.61604879613364816,2
44
+0.44780833028577471,1.0260825396304871,0
45
+-1.0953267467906997,-1.1974247570167251,1
46
+0.024097949259198947,-1.3299458648647491,2
47
+-1.7914691986675408,-0.69481031044639741,1
48
+-1.1997245146314377,-0.81497205607624057,1
49
+-1.1034518380819858,-0.55991054395960882,1
50
+-1.4722231279591251,-1.2050248466012743,1
51
+0.387282240584916,1.4221814882007735,0
52
+0.25437120364719723,1.2196958506322684,0
53
+1.9614710132401925,1.7402573957172121,0
54
+1.7599974303828865,-0.14020534629190273,2
55
+0.86599831452430975,1.4012281978981975,0
56
+-1.8490529097161272,-0.80635976230246831,1
57
+1.383331590822543,-0.8218535912638556,2
58
+0.76498355864956258,-1.1083657352877694,2
59
+0.78040523909892601,-0.90933078539108936,2
60
+1.4107928560248979,-0.99735367685031961,2
61
+0.59342685897777292,0.13685869883416157,0
62
+1.3858952756068337,1.4117520769818657,0
63
+1.4322180994297529,0.62891748979677908,0
64
+1.1210589804925615,-1.4443601286768155,2
65
+-0.65423062446490676,-0.65262542817199698,1
66
+-0.7107392511355608,-0.82517277150341295,1
67
+-1.7703985072223123,-0.96836900289983419,1
68
+-0.97525250917495465,-0.75308161185952183,1
69
+1.4604294118904095,1.1593638264715107,0
70
+-1.1823467721958427,-0.92164807236381807,1
71
+0.54635081780837891,1.0259726978980694,0
72
+0.59718674623031609,-1.559155962160816,2
73
+-2.0153422338907472,0.03224643067965971,1
74
+-1.4779725002463886,-1.1729908878496933,1
75
+0.36015541339788026,-1.2927156021388864,2
76
+1.2287078031104954,-1.4823060068668643,2
77
+0.15939089225278325,-1.444485679047725,2
78
+-0.18479345261330149,-0.56797384975117604,2
79
+0.67819079858355469,-0.11170157611221332,0
80
+-1.0664402887934779,-1.1488954397008642,1
81
+1.5893897855798254,0.91003758209382457,0
82
+-0.73946756177362072,-1.2878939849065332,1
83
+1.4344817434483976,-0.86156404707693601,2
84
+0.55226671940316219,1.1934512489296309,0
85
+0.62762258897578005,0.58678073067049286,0
86
+0.67072351659749807,-1.2571169829699944,2
87
+0.47268576800749307,-0.58987608133765934,2
88
+-0.65077142544633193,-0.99811455545686534,1
89
+-1.3460249238921955,-0.23181147287710113,1
90
+1.1980033563308226,0.45346924563474711,0
91
+1.4683712317676285,-0.29383614698127847,2
92
+-0.98068472407990592,-1.8283575511609769,1
93
+2.1915723874319708,1.4722397434952068,0
94
+0.49097906235631761,-1.0389273779704253,2
95
+-1.0308132010478237,-1.0536526381455873,1
96
+-1.3598021942758964,-1.4064964942770386,1
97
+1.072021785580439,1.7271367534814877,0
98
+1.0052500103604103,1.8929352469529177,0
99
+0.1519583488419709,-1.5300079113607736,1
100
+1.4312980056642255,-2.3278095464874662,2
101
+0.48287857910776766,1.3407972591408135,0
102
+-0.65311342365493374,-1.0797867190731334,1
103
+0.79841152651341019,1.6112225351912137,0
104
+-1.6532634258676584,-0.17093466019090597,1
105
+1.9337794802132851,1.4530223291376927,0
106
+-1.3439188055143412,-1.6070387015470602,1
107
+0.46462368924472874,1.5272258634655684,0
108
+-1.3261467999675096,-1.2605946561505554,1
109
+0.63547767060265214,-0.90172129963560754,2
110
+1.5940148961761509,1.1584713059624248,0
111
+1.1773788465566091,-0.69155672280336056,2
112
+0.98035859088625221,0.41595325112940129,0
113
+1.1041374890384301,1.4883195182418563,0
114
+1.1694520626079723,0.010521780742398734,2
115
+0.823003044373258,0.3125243532909906,0
116
+0.41343829744292004,1.9718105928246463,0
117
+-2.1277821147010947,-1.5112534218178018,1
118
+-0.7380544880828972,-0.95578895647766926,1
119
+0.41042103468115609,-0.34928596416761959,2
120
+-0.86003770047838091,-1.0490751948214789,1
121
+-0.46574530034199546,-1.2266929019256938,1
122
+-1.0085102069307204,-0.81042413222245913,1
123
+-0.86274182113803022,-1.445457541497764,1
124
+-0.53407581294284823,-0.83001750809936903,1
125
+1.471523043661259,-2.3698385835947784,2
126
+1.0833367476862645,1.3175157184460531,0
127
+-0.66680845898404284,-1.2303598936942766,1
128
+0.74859164967873082,0.20622683977187428,2
129
+1.175890055340679,-0.81038223323220659,2
130
+-0.67834276746853606,-1.7853117043167264,1
131
+1.8694363387272555,-0.50280280434225055,2
132
+-1.3420054488686084,-0.17022460190506394,1
133
+-0.95113751614257225,-0.70852316012335326,1
134
+-1.078833508081908,0.12836174864910466,1
135
+-1.6671292357013767,-1.6733587528987777,1
136
+-0.75312911132540572,-1.0580519695171833,1
137
+-0.92902341833961022,-1.1596642085725475,1
138
+0.59829516791307946,0.65522511112489967,0
139
+0.18368273688275238,-1.783883862154227,2
140
+1.8663605934595666,-0.65774944657040479,2
141
+0.43009877228661297,-0.60752123937975,2
142
+0.9859088858306726,1.2141659352652088,0
143
+1.2493451374549138,-0.47601392201597359,2
144
+1.5501421691101869,-0.35098901383688941,2
145
+-1.5786776295954268,-1.1561461255628467,1
146
+1.2011708205887746,0.6575949545298434,0
147
+-1.059082022564285,-1.3400891019984251,1
148
+0.56460142540905911,0.71057516761779227,0
149
+0.88869715952583972,-1.4565396090208982,2
150
+-1.4927553688420754,-1.7359175037317933,1
151
+0.47572351746645369,0.28999103141051241,0
152
+1.2716559456937597,-0.78047852116397876,2
153
+1.5906893006441429,-1.3159518790025837,2
154
+-0.14431002000726423,-0.87425779248923152,2
155
+0.3736023199750369,1.388745177915955,0
156
+0.66997183993295861,-0.91209052335198604,2
157
+0.80633659129602386,0.84884862471233224,0
158
+-1.3187185127761145,-1.1986359071643988,1
159
+0.11573077466148463,-0.8222591036281155,2
160
+-0.18208690857059007,-0.98983290914737843,2
161
+-1.1338667684469832,-1.5640056657350034,1
162
+-1.5944296288920143,-1.2534081771493437,1
163
+1.7441260968977998,1.9479445880152917,0
164
+1.6151453403638603,1.6011899243922056,0
165
+1.0774737128484582,1.1890812598010867,0
166
+-1.3262042911935099,-1.1954766875938005,1
167
+0.79319050962012638,0.62627259427962112,0
168
+-1.1459186813739315,-1.3807461059058117,1
169
+1.1781831985872009,1.353286584095974,0
170
+0.49989232630521763,0.2276144516111942,0
171
+0.6150419627773418,1.2696245956459087,0
172
+1.033258611191584,1.1512359488698907,0
173
+1.5481734228328992,-1.1171079006722682,2
174
+-0.60683601894551198,-1.2332095483679715,1
175
+-0.27649490791703935,1.3268092977201804,0
176
+-0.047301535603072375,-0.93813904288324668,2
177
+1.5642970322572842,-0.75199952682801885,2
178
+0.82627467375071839,-1.2906342384301626,2
179
+-1.7120304544912659,-1.2466599416810971,1
180
+0.74459743121556343,0.40968390793879395,0
181
+0.9507737377872838,0.66826085681894631,0
182
+0.84422373393631367,1.0280826711148727,0
183
+0.7228451867143495,-1.2353188290773958,2
184
+0.54561837702047344,-1.2121588104889507,2
185
+0.66283366967131196,1.0159152791371755,0
186
+1.9337789950749837,0.51136106006179449,0
187
+1.4893689920528697,2.1204465996007289,0
188
+1.0228792586507229,0.9064080749870832,0
189
+0.89152521503167548,-0.77730337455260134,2
190
+0.80767728842874109,-1.2219180465775989,2
191
+0.55610712618494362,0.0096017658880365175,0
192
+0.84544277761414555,-1.1167333307718463,2
193
+0.19305107622102424,0.89362985989301569,0
194
+1.4736259838868739,0.92249495345458288,0
195
+-1.1924399045906378,-0.95282420534146295,1
196
+1.0819642862262933,-0.95183932203940158,2
197
+0.34204629474423942,0.76920769759264551,0
198
+-2.3295861189983702,-0.69684023782030957,1
199
+1.0043139494587883,-0.73649789577267022,2
200
+0.56938715747264879,1.9550324765495168,0
201
+-0.17593253389622021,-0.91788612225633304,1
202
+-0.2527577277543156,-2.0349925125067663,1
203
+-0.26671064221291119,-0.57372403026938401,1
204
+0.1849008265169777,1.2313911277628871,0
205
+0.66098710921777482,-0.35107710467445064,2
206
+-1.0668507798342195,-0.46112809701186863,1
207
+0.70067303153850702,-1.5579484929801972,2
208
+0.68207696081055946,1.3382166474732498,0
209
+0.89855157961666643,-1.0549413896546569,2
210
+1.1882127655778147,0.45029960470790276,0
211
+0.93447299422929386,-0.43346006022013905,2
212
+0.68283895315951826,0.81862941700643099,0
213
+1.7663896071792289,1.7346793849501425,0
214
+0.60868542208623744,-1.0551946495134439,2
215
+-1.2204613161462956,-1.1401777475922545,1
216
+-0.61337351129870021,-1.5919403200966589,1
217
+-1.0679748503391604,-0.43155431869865235,1
218
+-1.2986580344826812,-1.1189608648680034,1
219
+0.66376977611202448,0.8202234192297293,0
220
+0.76556790601660218,-2.1007206427502787,2
221
+0.80380550092518166,-2.5230715273999635,2
222
+2.0816179746403449,1.668263974718196,0
223
+-1.3523501379281169,-0.52836963751525268,1
224
+-1.4066821296021015,-1.733212163901257,1
225
+-0.57103803785383178,-0.4294490666712133,1
226
+2.1348773119938036,0.27281716270061762,0
227
+1.4476301364449649,-0.31251796680350508,2
228
+1.9415753485281271,0.32612046942877682,0
229
+1.1565338508254506,0.57295213034913761,0
230
+0.519747809183426,-1.3965586813538358,2
231
+1.0634560463518099,1.2009946817223509,0
232
+-1.3627986892317923,-1.6916819776975278,1
233
+-0.31773407594876435,-1.3447245922749689,1
234
+1.3645452810887684,1.0644914553787053,0
235
+-1.5780912159109564,-0.60940094914500331,1
236
+1.4379163807936655,-1.0575537342436134,2
237
+1.0975348485756906,-1.8907814278527957,2
238
+1.464752555739764,-0.70888770430103787,2
239
+0.75098377465384758,1.9647660269084928,0
240
+1.5697003422716502,0.38258708982317369,0
241
+-0.54491054595370403,-0.84139089240434894,1
242
+2.0056283407315685,-1.0222977132279285,2
243
+1.0996500984482327,-1.0253017704808329,2
244
+0.3260372886854398,-1.3807866941282794,2
245
+-0.85977914734185201,-1.4965618054647902,1
246
+0.90747316449532922,-1.4038242438081778,2
247
+1.2882954083074705,0.89585062221100253,0
248
+-1.9215347750783243,-1.2389870020202434,1
249
+-1.0121630621994677,-1.3690154546028444,1
250
+1.1491190871030279,1.6631929483435153,0
251
+-1.3820719619532216,-1.7188957369007891,1
252
+-0.62640583289768403,-1.5944724776018679,1
253
+0.27673265021830606,-0.59985102532998624,2
254
+1.3126157255135937,0.19897117219662619,0
255
+0.12965447534542607,-1.0211285758303212,1
256
+1.1913662150061342,-1.017121140265977,2
257
+1.8820261729838319,1.2000786041836116,0
258
+0.41742507960832176,1.4504132434770936,0
259
+0.95703461651419364,-0.90285353097711418,2
260
+0.96587919733768435,1.8566713608246834,0
261
+-0.0082033138998800492,-1.2697273166872507,2
262
+0.93494652290314795,-0.95302338530721564,2
263
+1.1067400244550845,-1.6042868268666106,2
264
+-1.0552703286162364,-0.48991364414210015,1
265
+1.2219316163727127,1.1668371636871333,0
266
+0.86216473271972149,-1.3548639829234441,2
267
+2.3481120262817896,-1.0369623331402076,2
268
+1.3070396851730401,1.4611033357832635,0
269
+-0.65509091773260586,-0.3490768852175008,1
270
+-1.2317979873230471,-0.75925926311326886,1
271
+-0.57918436796318185,-1.1247292900804744,1
272
+-1.5634129043783718,-1.3653388764324124,1
273
+1.7470395365788032,0.89742086811709953,0
274
+0.35357154513827571,1.1335254346745915,0
275
+1.4284153059513456,0.67448720334992651,0
276
+1.5633179610532535,0.46003424581828833,0
277
+0.3647575007571332,1.4846983540790055,0
278
+0.86917727714454962,-1.0911223918949715,2
279
+0.48503235834551173,-1.1749716822945524,2
280
+-0.78687063461094953,-0.66154598248487728,1
281
+1.4747104034628804,1.0437756206925954,0
282
+1.0887130711268764,0.79910953189586909,0
283
+-1.1554430858492359,-0.95129991686560833,1
284
+-1.1845909189712218,-1.1196895887879632,1
285
+-1.9681399029232534,-0.90561070160308577,1
286
+1.2315651646593035,-0.86045211780377329,2
287
+-0.71635486107366531,-1.1113375502575773,1
288
+1.2949399103672596,-1.181929404985395,2
289
+-1.2981570192252541,-1.0262836481347732,1
290
+-1.3140437798207896,-1.240513559230394,1
291
+1.61243528209683,-0.9675719468282119,2
292
+0.53492174873783938,-1.0892945460436645,2
293
+1.3857029743384228,-0.48528058560861642,2
294
+-1.5226266830734774,-0.39442735515864957,1
295
+0.89022948583439332,-1.5420183103359673,2
296
+0.14686490468749369,1.9753876976158948,0
297
+1.7566640412866026,-0.72343396789620806,2
298
+-1.8779452917188597,-0.77453276909704261,1
299
+0.54358888727792065,1.5585081440479265,0
300
+0.97714801966988252,-0.88974617212141338,2
301
+-1.2398279070039737,-0.68982085082824374,1
302
+-0.80047682717993496,-2.3862963782133253,1
303
+1.4072599112439332,-0.97053720540918498,2
304
+-1.0210857256452894,-1.1434435961949538,1
305
+-0.42383421760843998,-0.46019070398158946,1
306
+-0.67993423695120403,-1.8084780221554171,1
307
+1.2268909563178421,-1.9148702055022657,2
308
+0.63021850180434336,1.7715072977033679,0
309
+-0.45017020205644342,-0.67236813463870115,1
310
+1.1421398354036074,-0.12866560967218443,2
311
+1.539098651857119,-2.2795923331720482,2

+ 4207
- 0
artificial/bruit.arff
File diff suppressed because it is too large
View File


+ 314
- 0
artificial/bruite_convexe.arff View File

@@ -0,0 +1,314 @@
1
+% Toy dataset from http://www.vision.caltech.edu/lihi/Demos/SelfTuningClustering.html
2
+%
3
+% Zelnik-Manor, Lihi, and Pietro Perona. "Self-tuning spectral clustering." Advances in neural information processing systems. 2004.
4
+%
5
+@RELATION zelnik2
6
+%
7
+@ATTRIBUTE x REAL
8
+@ATTRIBUTE y REAL
9
+@ATTRIBUTE CLASS {0,1,2}
10
+%
11
+@DATA
12
+0.591215432668241,0.7316389616151682,1
13
+0.6229861790843603,0.7311100164690462,1
14
+0.6326459458006567,0.731731833709397,1
15
+0.6070449705855111,0.7452176878278726,1
16
+0.628282137740148,0.7296842579840767,1
17
+0.5948312012306171,0.7601073454466769,1
18
+0.5893703021711553,0.7194928185634121,1
19
+0.6085137176145441,0.720131169079047,1
20
+0.6098330235685768,0.7525333784384153,1
21
+0.6262442868039911,0.7496856357246948,1
22
+0.5968370488439365,0.7555848163709092,1
23
+0.6188817328148098,0.7533132953788114,1
24
+0.617664795558251,0.72420295046273,1
25
+0.6127667181102271,0.740494611003718,1
26
+0.6065474007613519,0.7536996111458091,1
27
+0.6282807104355442,0.7454728404496671,1
28
+0.6135654550911518,0.7590137846791131,1
29
+0.6008397438482923,0.7332802441305467,1
30
+0.6103577367678066,0.7459215601815014,1
31
+0.6153791547005578,0.7438976235138777,1
32
+0.6131498280293558,0.7520459827052827,1
33
+0.5977788922784676,0.7230267472852909,1
34
+0.614081321132265,0.739457657231318,1
35
+0.601538985172453,0.7216735994172695,1
36
+0.624078191619978,0.7267344638296257,1
37
+0.6057855302205903,0.7315641435836129,1
38
+0.6000455685549508,0.7183831485903395,1
39
+0.6071070081726687,0.7606294084662615,1
40
+0.6331644945158014,0.7484829311271767,1
41
+0.626583861590445,0.7433619859129297,1
42
+0.6051078671743314,0.7519235664727545,1
43
+0.6264656913472996,0.7255123346517038,1
44
+0.5960855893946067,0.7301003513678637,1
45
+0.6166502365387841,0.7430128530077302,1
46
+0.6077536092069684,0.7546808753224941,1
47
+0.6075596264887362,0.7233331588249151,1
48
+0.6074529212025558,0.7301150358126054,1
49
+0.6284028563069687,0.7548778419038259,1
50
+0.6119660015011553,0.7299708374752398,1
51
+0.6055067036801911,0.7199597700709142,1
52
+0.6210314741184524,0.743081696942581,1
53
+0.6238694884920359,0.7241984804322772,1
54
+0.6212505243541104,0.7202290903776456,1
55
+0.5998044543886946,0.7464664916572427,1
56
+0.5963731673016243,0.7278081508964771,1
57
+0.606946973281449,0.7544434416326548,1
58
+0.6206598056412236,0.7333250700992329,1
59
+0.6078448468532278,0.7528286248972789,1
60
+0.6183913783932516,0.743892818979319,1
61
+0.6304423241729746,0.7564357434651856,1
62
+0.6140490464876701,0.7143344163696973,1
63
+0.6097635551648133,0.740852815874167,1
64
+0.5910715345213305,0.7474662948185578,1
65
+0.6045435140612859,0.7264765961033212,1
66
+0.5868909069624051,0.7421666799450966,1
67
+0.6319489166494738,0.7133754134130394,1
68
+0.5990271709027246,0.7368991917466873,1
69
+0.6329768238569174,0.7250872892567654,1
70
+0.6307080571145502,0.7532654997484937,1
71
+0.6178557353641911,0.7414216451072818,1
72
+0.6333048298964873,0.7344490546849753,1
73
+0.6004892612155821,0.7604043532135825,1
74
+0.6173125563250557,0.7269376809860959,1
75
+0.5955511456268134,0.7197146079430735,1
76
+0.5951154524084914,0.7499309766653336,1
77
+0.5968462289579308,0.7564280832652285,1
78
+0.6289358395008053,0.7418902168556041,1
79
+0.59578141255188,0.7532220617838247,1
80
+0.6293208294004007,0.7218530206986024,1
81
+0.5967672299409268,0.7255725591039835,1
82
+0.6108142792685469,0.717626696462645,1
83
+0.5970343439914231,0.7326878146515655,1
84
+0.5977093629132866,0.7325309660423452,1
85
+0.6139958754129154,0.7240377760745392,1
86
+0.6252158769673771,0.7295571621712982,1
87
+0.5958932138689945,0.7546907901384178,1
88
+0.6128305150728773,0.7585369217010972,1
89
+0.5894246323027023,0.7263723568067946,1
90
+0.6150670235892193,0.7292203477035838,1
91
+0.5903580963659608,0.7353647913595202,1
92
+0.6192234752394343,0.720566971487256,1
93
+0.6106139402392124,0.718090591574699,1
94
+0.6073118936912004,0.7395409498105864,1
95
+0.5940472340516612,0.7505827292351126,1
96
+0.6306754679944111,0.7230149347995731,1
97
+0.626448444989202,0.7355504620061374,1
98
+0.5975071574383884,0.7338523621596141,1
99
+0.6093620454146182,0.7138152238148381,1
100
+0.5932601437765033,0.7292971799763304,1
101
+0.6212067385852604,0.7493973248026775,1
102
+0.5865351082891126,0.7382460138565751,1
103
+0.6271478456710924,0.71311600678253,1
104
+0.6286751557520354,0.7467629137843278,1
105
+0.6319138849621323,0.7559157305341966,1
106
+0.6337634700664175,0.7337991358595808,1
107
+0.4554156655893059,0.3326316684299423,0
108
+0.4557767003903876,0.3526809314522013,0
109
+0.4732080964570984,0.3494519830842669,0
110
+0.4800261594198204,0.3292727642118407,0
111
+0.4815040330331525,0.3387444526845083,0
112
+0.4496845261641719,0.3342379482758852,0
113
+0.4515364469880635,0.3616649291336629,0
114
+0.4667309082486322,0.3331971748279559,0
115
+0.4567782368596082,0.3455257693795279,0
116
+0.4840859793996746,0.3596669748947776,0
117
+0.4618099093532927,0.3390394992282911,0
118
+0.4573503359849289,0.3455003096491349,0
119
+0.4631582333991196,0.3517555594547682,0
120
+0.475017242627051,0.3316352557396705,0
121
+0.4781621438790041,0.358197308771949,0
122
+0.4797320406385392,0.3501318615687394,0
123
+0.4709441162222888,0.3364645683666408,0
124
+0.4822995016364326,0.3638626146506621,0
125
+0.4564664601783112,0.3536291073412362,0
126
+0.4548496762316477,0.3350968975761598,0
127
+0.4690816189847244,0.3404108173068714,0
128
+0.4772700808972132,0.3617479350533437,0
129
+0.4833717592944814,0.3400512944671317,0
130
+0.4620352428776295,0.3326639002111256,0
131
+0.4536896927717999,0.3531775243826892,0
132
+0.4514970027886639,0.3494470116714739,0
133
+0.4779312402048118,0.3490260820327127,0
134
+0.478508369124829,0.3567333106201322,0
135
+0.4833084186255509,0.3381566732385485,0
136
+0.4547200726687223,0.3430611700970387,0
137
+0.4615060981319316,0.3436818121149269,0
138
+0.4841854942718395,0.3317761154882441,0
139
+0.4781114656945794,0.3441233672093579,0
140
+0.4585377481685587,0.3439301634371293,0
141
+0.4839806325398038,0.3418451663119159,0
142
+0.4660851401322608,0.3495725351941221,0
143
+0.4826617791921396,0.348009746696209,0
144
+0.4542077534297835,0.3428953945686683,0
145
+0.4780482146174931,0.3447953497592213,0
146
+0.4581566418040565,0.3581321128790008,0
147
+0.4705094071241721,0.3439210964708982,0
148
+0.465829791114373,0.3546868857218146,0
149
+0.4620884749849187,0.3429668818935808,0
150
+0.464406417644631,0.3477190091034281,0
151
+0.4518325728355075,0.3558191858501302,0
152
+0.4557911407457625,0.3454758170085633,0
153
+0.4794571893840145,0.3393595700703342,0
154
+0.4836719906331567,0.3331841710446373,0
155
+0.451425552930357,0.3551875217684944,0
156
+0.4626439755730181,0.3330529372379412,0
157
+0.4594789180674699,0.3335764784267843,0
158
+0.4540328287743626,0.3327617482984382,0
159
+0.4734510787567942,0.3581411991033862,0
160
+0.4623614797909815,0.32886111730185,0
161
+0.4838160645986611,0.3613149575074031,0
162
+0.4617858821405736,0.3379383603369313,0
163
+0.4733401766210177,0.3464347208391784,0
164
+0.4706175583337391,0.3286688756492205,0
165
+0.4803447061464365,0.3373655467254432,0
166
+0.4815160768266093,0.3599027303596005,0
167
+0.4678133584355657,0.3460987830994492,0
168
+0.477338050587881,0.3621114901800743,0
169
+0.4770061402935556,0.3614957129081906,0
170
+0.4584948090128865,0.3482750766572916,0
171
+0.4830007792666303,0.3434973719062206,0
172
+0.4728868132008049,0.3551379798836506,0
173
+0.4571734091297178,0.3472564801396413,0
174
+0.4590113093437947,0.3297715389156803,0
175
+0.4618528984827789,0.3541902295182855,0
176
+0.4632337263131107,0.3548789464199929,0
177
+0.4653643668267585,0.3447893361437113,0
178
+0.4834677277543992,0.3319854231895237,0
179
+0.4730099724675657,0.3524834919562245,0
180
+0.450440073387904,0.3444900076779463,0
181
+0.4626426124920044,0.3390678133298213,0
182
+0.4644892936982827,0.3625213956017871,0
183
+0.4546727435158144,0.3396970012807098,0
184
+0.460151595070768,0.3573073539454543,0
185
+0.4748425252656556,0.3555677839369791,0
186
+0.4789552003659324,0.3391474793718302,0
187
+0.4531330487177135,0.3501432858048226,0
188
+0.4831965859856488,0.362143244594146,0
189
+0.4508570177129882,0.3600387683147636,0
190
+0.4699680814445374,0.3526328370227919,0
191
+0.4691649421468253,0.3593732409555803,0
192
+0.4620294959640274,0.3357619131320421,0
193
+0.4685231417748105,0.3626776929825682,0
194
+0.4784650530471968,0.347596044689278,0
195
+0.4680909863862224,0.351891857283869,0
196
+0.4602786722177828,0.3543588808997735,0
197
+0.4713559442936016,0.336469426129145,0
198
+0.4719963007857857,0.355521336523336,0
199
+0.4754318845735315,0.3290351796817952,0
200
+0.4672292293812856,0.329023522705881,0
201
+0.4743654289362753,0.3632644741729153,0
202
+0.4560787046960084,0.3524584165663399,0
203
+0.4661810449937841,0.3394613095740978,0
204
+0.4733154335836006,0.3623688727179294,0
205
+0.4555614276117862,0.3539168078121243,0
206
+0.4803032749385758,0.3529441928930405,0
207
+0.4729321506548254,0.3407187708697395,0
208
+0.4510088964580826,0.3403706530886404,0
209
+0.3980557698606679,0.5321934115167868,2
210
+0.6988741615660112,0.3356231003561543,2
211
+0.9332698596668769,0.2194449498176305,2
212
+-0.1523059739973469,0.01351151339804957,2
213
+0.5511858981457026,0.5089524739886357,2
214
+0.8133928229360547,0.5549776771725164,2
215
+0.5597358373413458,0.08899929673520035,2
216
+0.7980162626561859,0.6509458635053053,2
217
+0.135156175429878,0.2780697783988829,2
218
+0.2319773823782885,1.071527081490341,2
219
+0.9182793529322997,1.027966341311096,2
220
+0.4772519206568961,1.053328638563132,2
221
+0.4794402327173364,0.9653447832567963,2
222
+0.9788094389538784,0.9639077864903816,2
223
+0.9111706150375818,0.4956599824327209,2
224
+0.2678020762171016,0.4849988670366916,2
225
+0.3480437597090251,-0.06209664969465556,2
226
+0.4956218164603012,0.6956759058268076,2
227
+0.7638887723440672,0.4978419600402806,2
228
+-0.02858452574304809,0.9539364143048331,2
229
+0.9067618379702354,0.2324931151348621,2
230
+0.312002534676694,0.7055734028283008,2
231
+0.720535956561384,0.09977802369743471,2
232
+0.1610074242601764,0.8250631315815877,2
233
+-0.1659922836386805,-0.005592216514378912,2
234
+0.3222048695257932,1.04929661228184,2
235
+0.245760724152042,0.4996061707309096,2
236
+-0.00821067044079199,0.9339474036640987,2
237
+0.3162324100866175,0.9053556980974862,2
238
+0.3162925341822967,0.8649342309168209,2
239
+0.920572450675597,0.08840782293533811,2
240
+0.2877181421391712,0.3560245338640039,2
241
+0.6437074466709118,1.08749821859453,2
242
+0.2082363880728902,0.2769320117346896,2
243
+0.8979611537695972,0.3104435725340208,2
244
+0.09646906089261459,0.3143558545855606,2
245
+0.6865818574077442,0.1416799626360365,2
246
+0.8499381022470032,0.3342699860599093,2
247
+0.7448467570823775,0.9859707810192984,2
248
+0.6587807647054186,0.05912575406995363,2
249
+0.7873966019459382,-0.02184447904251496,2
250
+0.339733722063509,0.5208442802461611,2
251
+0.3656370138691108,0.6567748711396283,2
252
+-0.1600248995198203,0.4330553531207763,2
253
+0.7483119934710414,0.773887090968724,2
254
+0.9032591373115149,1.115432260376484,2
255
+0.7601001885364851,0.5479813911124158,2
256
+0.7363453866696325,0.929569561926144,2
257
+0.2410494455478737,0.8806990806389352,2
258
+0.4637366767865951,0.006716704991805433,2
259
+-0.00618367680721138,0.6270364045230368,2
260
+0.9728175100274534,0.02742938719462329,2
261
+0.07949858289705997,0.06998417382900818,2
262
+0.5479008467833631,0.07384971604575075,2
263
+0.04601918485832335,0.07260125301745807,2
264
+0.6666106950009462,0.5409163918812967,2
265
+0.3559064408358646,0.4433214707542342,2
266
+0.8540682876061656,0.5330532026340904,2
267
+0.1411385329767653,-0.03828561765330829,2
268
+0.8475275832731791,0.2127936707583069,2
269
+-0.1713255741088598,0.4593180458390234,2
270
+-0.135293010633339,1.088273086754568,2
271
+-0.117950817413163,0.1824609357438338,2
272
+0.9666740986083349,1.023779716017184,2
273
+0.9401305674967011,0.6115165957688331,2
274
+0.2640513441356107,0.7062111523339495,2
275
+0.7389345279320184,-0.06611700899763162,2
276
+-0.1373913927954855,1.004118780717192,2
277
+-0.1478104318060927,0.8635133887778135,2
278
+0.7160131264798005,0.6698005330612289,2
279
+0.1850383144867193,0.6702480662724687,2
280
+0.4452262146319027,0.186367319197881,2
281
+0.3770273079030385,0.4572399573093348,2
282
+0.2989931113272798,0.227401854447958,2
283
+0.8154117888899033,0.4782838333624292,2
284
+0.2706247481631835,0.2223302373567211,2
285
+0.9772583151734537,0.7453963027032984,2
286
+-0.1296620696752667,0.5978809946534582,2
287
+-0.1596083268284296,1.077281540257097,2
288
+0.5661065011634351,0.58168552685331,2
289
+-0.1203852140116256,0.9555824893431888,2
290
+0.774546178107977,0.7044570233253363,2
291
+0.4683863649418658,0.697078164302832,2
292
+0.1694174944693766,0.977066590774097,2
293
+0.3931350844191149,1.039969364703485,2
294
+-0.04181269897650441,0.1601851757431675,2
295
+0.8666527776944699,0.0610460751828662,2
296
+0.2116592737301204,0.9445005129513834,2
297
+0.5352817408606377,0.04483105510885843,2
298
+-0.1773884087348436,1.013463855257744,2
299
+-0.0108006261184907,0.05920464159431865,2
300
+0.0574098022426458,1.030034384954434,2
301
+0.7777613656192177,0.152415552592949,2
302
+0.5304729076633893,0.5956074773905853,2
303
+0.926189423183549,0.9617050755882561,2
304
+0.3120996372740331,0.1585710815268078,2
305
+0.8823115396079941,0.5916419007787165,2
306
+0.6519762927621062,0.5921264168232974,2
307
+0.5648396450716442,0.8345595464535959,2
308
+-0.1670135769889128,0.4251873055675522,2
309
+0.1626744847707068,1.109540080646739,2
310
+0.1529738475664159,0.3428375823135871,2
311
+0.9344909214837673,1.129784556513407,2
312
+0.5024816284941338,-0.04374644418869322,2
313
+0.6357752965663264,0.3599996086841095,2
314
+0.7123147462708377,0.5450422216679253,2

+ 3009
- 0
artificial/carre.arff
File diff suppressed because it is too large
View File


+ 1013
- 0
artificial/cassini.arff
File diff suppressed because it is too large
View File


+ 1020
- 0
artificial/chainlink.arff
File diff suppressed because it is too large
View File


+ 1020
- 0
artificial/circle.arff
File diff suppressed because it is too large
View File


+ 8010
- 0
artificial/cluto-t4-8k.arff
File diff suppressed because it is too large
View File


+ 8010
- 0
artificial/cluto-t5-8k.arff
File diff suppressed because it is too large
View File


+ 10013
- 0
artificial/cluto-t7-10k.arff
File diff suppressed because it is too large
View File


+ 8013
- 0
artificial/cluto-t8-8k.arff
File diff suppressed because it is too large
View File


+ 2560
- 0
artificial/complex8.arff
File diff suppressed because it is too large
View File


+ 3040
- 0
artificial/complex9.arff
File diff suppressed because it is too large
View File


+ 410
- 0
artificial/compound.arff View File

@@ -0,0 +1,410 @@
1
+% Compound
2
+% N=399, M=6, D=2
3
+% Zahn, C.T., Graph-theoretical methods for detecting and describing gestalt clusters. IEEE Transactions on Computers, 1971. 100(1): p. 68-86.
4
+% source: http://cs.joensuu.fi/sipu/datasets/
5
+@relation compound
6
+
7
+@ATTRIBUTE x REAL
8
+@ATTRIBUTE y REAL
9
+@ATTRIBUTE class {1,2,3,4,5,6}
10
+
11
+@DATA
12
+26.75,22.15,1
13
+29.8,22.15,1
14
+31.55,21.1,1
15
+27.7,20.85,1
16
+29.9,19.95,1
17
+26.8,19.05,1
18
+28.35,18.25,1
19
+30.4,17.85,1
20
+27.25,16.7,1
21
+29.05,16,1
22
+27.15,14.85,1
23
+28.2,13.95,1
24
+30.35,13.85,1
25
+27.25,11.95,1
26
+29.45,12.05,1
27
+31.55,12.2,1
28
+33.05,10.65,1
29
+29.95,9.85,1
30
+28,9.75,1
31
+27.15,7.85,1
32
+29.15,8.1,1
33
+31.95,8.6,1
34
+34.7,8.55,1
35
+34.8,12.25,1
36
+36.3,15.25,1
37
+36.6,13.2,1
38
+38.7,14.25,1
39
+40.3,15.5,1
40
+42.25,14.25,1
41
+40.7,12.8,1
42
+38.6,12.1,1
43
+36.1,10.5,1
44
+38.35,10.4,1
45
+37.65,8.4,1
46
+40.15,8.55,1
47
+40.8,10.65,1
48
+42.9,11.25,1
49
+41.95,8.5,1
50
+42.45,17.45,1
51
+40.25,18.45,1
52
+42.55,19.45,1
53
+40.95,20.65,1
54
+42.25,22.15,1
55
+38.85,22.4,1
56
+38.4,20,1
57
+35.25,20.2,1
58
+33.25,21,1
59
+34.15,22.35,1
60
+35.55,22.5,1
61
+36.55,21.4,1
62
+33.35,19.6,2
63
+32.85,19.55,2
64
+32.4,19.15,2
65
+32.45,18.7,2
66
+32.8,18.9,2
67
+33.2,19.2,2
68
+33.7,19.05,2
69
+33.4,18.75,2
70
+33.05,18.5,2
71
+32.8,18.2,2
72
+34,18.7,2
73
+33.85,18.25,2
74
+33.35,18.15,2
75
+32.8,17.7,2
76
+33.15,17.55,2
77
+33.75,17.75,2
78
+34.15,17.85,2
79
+34.35,18.35,2
80
+34.95,18.5,2
81
+34.75,18.05,2
82
+35.15,18.05,2
83
+35.65,18.15,2
84
+35.45,18.7,2
85
+36.05,18.75,2
86
+36.25,18.2,2
87
+36.6,18.7,2
88
+37.1,18.5,2
89
+36.75,18.1,2
90
+37.65,18.3,2
91
+37.15,17.85,2
92
+37.65,17.75,2
93
+38.05,18.1,2
94
+38.45,17.7,2
95
+38.8,17.3,2
96
+38.2,17.25,2
97
+38.6,16.8,2
98
+38.25,16.35,2
99
+37.9,16.85,2
100
+37.5,17.3,2
101
+37.65,16.4,2
102
+37.15,16.7,2
103
+37,17.15,2
104
+36.6,17.4,2
105
+36.15,17.55,2
106
+35.75,17.65,2
107
+36.6,16.9,2
108
+36.05,16.95,2
109
+35.45,17,2
110
+35.3,17.55,2
111
+34.9,17,2
112
+34.75,17.45,2
113
+34.3,17.35,2
114
+34.3,16.8,2
115
+33.9,17.2,2
116
+33.35,17.05,2
117
+32.85,16.95,2
118
+33.55,16.6,2
119
+34,16.4,2
120
+32.45,17.2,2
121
+32.1,16.85,2
122
+31.7,16.65,2
123
+31.2,16.35,2
124
+30.95,15.75,2
125
+31.15,15.35,2
126
+31.45,15.1,2
127
+31.75,14.7,2
128
+32.15,14.35,2
129
+32.65,14.15,2
130
+33.15,14.05,2
131
+33.8,13.9,2
132
+34.35,14.2,2
133
+34.3,14.85,2
134
+34.05,15.35,2
135
+33.9,15.95,2
136
+33.35,16.05,2
137
+33,16.5,2
138
+32.45,16.6,2
139
+31.95,16.25,2
140
+31.5,15.85,2
141
+31.75,15.4,2
142
+32.15,15.8,2
143
+32.55,16.1,2
144
+32.9,15.7,2
145
+32.55,15.4,2
146
+32.05,15.2,2
147
+32.5,14.8,2
148
+33,15.25,2
149
+33.5,15.6,2
150
+33.6,15.05,2
151
+32.9,14.7,2
152
+33.3,14.5,2
153
+33.8,14.5,2
154
+9.2,22.35,3
155
+10.9,22.35,3
156
+12.45,22.3,3
157
+13.95,22.05,3
158
+14.65,20.3,3
159
+13.15,20.8,3
160
+11.6,20.95,3
161
+10.25,21.25,3
162
+9.2,20.8,3
163
+8.05,21.55,3
164
+7.15,19.9,3
165
+8.55,20,3
166
+8.5,19.2,3
167
+7.35,18.3,3
168
+8.25,16.65,3
169
+8.95,18,3
170
+9.6,18.85,3
171
+9.65,19.75,3
172
+10.2,20.25,3
173
+10.9,20.3,3
174
+12.15,20,3
175
+11.25,19.75,3
176
+10.8,19.6,3
177
+10.4,19.55,3
178
+10.65,19.35,3
179
+10.3,19.15,3
180
+10.95,19.1,3
181
+10.6,18.85,3
182
+10.05,18.1,3
183
+10.35,16.9,3
184
+10.05,15.9,3
185
+11.15,18.1,3
186
+12.1,18.75,3
187
+13.2,19.2,3
188
+11.5,17.1,3
189
+12.65,17.65,3
190
+14.45,18.35,4
191
+13.9,16.7,3
192
+12.6,15.8,3
193
+15.95,20.75,4
194
+16.95,21.6,4
195
+17.9,21.95,4
196
+19,22.7,4
197
+20.45,22.75,4
198
+19.1,21.7,4
199
+20.4,21.4,4
200
+21.95,21.9,4
201
+18.65,20.7,4
202
+17.75,20.55,4
203
+17.05,19.85,4
204
+15.75,19.45,4
205
+15.75,18.25,4
206
+16.35,16.9,4
207
+17.2,15.9,4
208
+17.9,17,4
209
+17.3,17.75,4
210
+17,18.9,4
211
+17.8,18.65,4
212
+17.85,19.5,4
213
+18.5,19.9,4
214
+19.1,19.95,4
215
+19.55,20.55,4
216
+20.1,19.9,4
217
+19.55,19.3,4
218
+18.95,19.3,4
219
+18.55,19.2,4
220
+18.45,18.85,4
221
+18.85,18.9,4
222
+19.2,18.8,4
223
+18.75,18.55,4
224
+18.3,18.1,4
225
+19.1,17.8,4
226
+19,16.75,4
227
+18.75,15.5,4
228
+19.65,18.2,4
229
+20.1,18.95,4
230
+21.25,20.4,4
231
+21.45,19,4
232
+20.9,17.9,4
233
+20.25,17.2,4
234
+20.1,15.4,4
235
+21.4,15.95,4
236
+22.2,17.15,4
237
+11.4,12.55,5
238
+12.05,12.75,5
239
+12.7,13,5
240
+13.35,13.05,5
241
+14.2,12.95,5
242
+15.05,12.95,5
243
+15.6,12.95,5
244
+16.1,13.1,5
245
+15.95,12.6,5
246
+15.4,12.45,5
247
+14.65,12.4,5
248
+13.85,12.4,5
249
+13.15,12.2,5
250
+12.65,12.4,5
251
+11.9,12.1,5
252
+12,11.5,5
253
+12.65,11.65,5
254
+13.4,11.65,5
255
+14.1,11.7,5
256
+14.6,11.8,5
257
+15.2,11.95,5
258
+15.05,11.55,5
259
+14.45,11.2,5
260
+13.95,10.9,5
261
+13.05,11.1,5
262
+13.55,10.65,5
263
+12.45,10.9,5
264
+13.2,10.25,5
265
+11.25,11.1,5
266
+11.25,11.85,5
267
+10.7,12.25,5
268
+10.05,11.85,5
269
+10.6,11.6,5
270
+9.75,11.35,5
271
+10.4,10.9,5
272
+9.75,10.6,5
273
+9.75,9.8,5
274
+10.35,10.2,5
275
+10.9,10.4,5
276
+11.7,10.55,5
277
+12.4,10.1,5
278
+12.9,9.7,5
279
+12.35,9.65,5
280
+11.85,10,5
281
+11.15,9.8,5
282
+10.65,9.55,5
283
+10.1,9.25,5
284
+10.75,9,5
285
+11.1,9.3,5
286
+11.7,9.4,5
287
+12.15,9.1,5
288
+12.85,9.05,5
289
+12.45,8.7,5
290
+11.95,8.25,5
291
+11.7,8.85,5
292
+11.3,8.5,5
293
+11.55,7.95,5
294
+12.9,8.5,5
295
+13.25,8.05,5
296
+12.65,7.95,5
297
+12.1,7.6,5
298
+11.65,7.35,5
299
+12.2,7,5
300
+11.8,6.65,5
301
+12.65,7.3,5
302
+13.2,7.55,5
303
+13.65,7.75,5
304
+14.35,7.55,5
305
+13.8,7.3,5
306
+13.35,6.85,5
307
+12.7,6.7,5
308
+12.45,6.25,5
309
+13.2,5.85,5
310
+13.65,6.25,5
311
+14.1,6.75,5
312
+14.7,6.9,5
313
+15,7.5,5
314
+15.85,7.3,5
315
+15.35,7.05,5
316
+15.1,6.35,5
317
+14.45,6.3,5
318
+14.75,5.75,5
319
+13.95,5.8,5
320
+15.5,5.9,5
321
+15.8,6.4,5
322
+16.05,6.85,5
323
+16.55,7.1,5
324
+16.7,6.5,5
325
+16.25,6.1,5
326
+17.05,6.25,5
327
+15.85,11.55,5
328
+15.9,12.1,5
329
+16.3,11.65,5
330
+16.55,12.05,5
331
+16.5,12.6,5
332
+16.75,13.1,5
333
+17.5,13,5
334
+17.15,12.65,5
335
+17.1,12.1,5
336
+16.9,11.7,5
337
+17.4,11.65,5
338
+17.55,12.1,5
339
+17.75,12.65,5
340
+18.3,12.75,5
341
+18.25,12.25,5
342
+18,11.95,5
343
+17.85,11.5,5
344
+18.3,11.65,5
345
+18.6,12,5
346
+18.85,12.45,5
347
+19.1,11.8,5
348
+18.85,11.45,5
349
+18.5,11.15,5
350
+18.95,10.8,5
351
+19.3,11.15,5
352
+19.4,10.7,5
353
+19.25,10.35,5
354
+19.9,10.6,5
355
+19.65,10.15,5
356
+19.45,9.75,5
357
+19.9,9.45,5
358
+20.3,10.05,5
359
+20.65,10.35,5
360
+21.25,10.1,5
361
+20.9,9.9,5
362
+21.65,9.65,5
363
+21.15,9.35,5
364
+20.5,9.4,5
365
+19.5,9.2,5
366
+19.95,8.85,5
367
+20.65,8.8,5
368
+21.2,8.7,5
369
+21.9,8.85,5
370
+21.75,8.25,5
371
+21.65,7.8,5
372
+21.05,8,5
373
+20.3,8.2,5
374
+19.4,8.7,5
375
+19.6,8.05,5
376
+18.95,8.1,5
377
+20,7.6,5
378
+20.55,7.55,5
379
+21.25,7.25,5
380
+20.85,6.85,5
381
+20.25,7.05,5
382
+19.55,7.05,5
383
+19.05,7.45,5
384
+18.35,7.6,5
385
+17.85,7.3,5
386
+18.3,7.1,5
387
+18.95,6.85,5
388
+19.6,6.25,5
389
+20.15,6.45,5
390
+18.8,6.25,5
391
+18.35,6.55,5
392
+17.65,6.55,5
393
+17.25,6.9,5
394
+17.95,6.2,5
395
+17.45,9.85,6
396
+17.2,9.25,6
397
+17,9.6,6
398
+17,10.05,6
399
+16.45,10.1,6
400
+16.5,9.8,6
401
+16.6,9.45,6
402
+16.6,9.05,6
403
+15.9,9,6
404
+16.05,9.35,6
405
+16.05,9.65,6
406
+15.85,9.95,6
407
+15.35,9.9,6
408
+15.6,9.45,6
409
+15.3,9.15,6
410
+15.1,9.55,6

+ 1008
- 0
artificial/convexe_bien_separe.arff
File diff suppressed because it is too large
View File


+ 2007
- 0
artificial/convexe_identifie.arff
File diff suppressed because it is too large
View File


+ 4115
- 0
artificial/convexe_mal_separe.arff
File diff suppressed because it is too large
View File


+ 1022
- 0
artificial/cuboids.arff
File diff suppressed because it is too large
View File


+ 2007
- 0
artificial/cure-t0-2000n-2D.arff
File diff suppressed because it is too large
View File


+ 2007
- 0
artificial/cure-t1-2000n-2D.arff
File diff suppressed because it is too large
View File


+ 4207
- 0
artificial/cure-t2-4k.arff
File diff suppressed because it is too large
View File


+ 1007
- 0
artificial/curves1.arff
File diff suppressed because it is too large
View File


+ 1007
- 0
artificial/curves2.arff
File diff suppressed because it is too large
View File


+ 1007
- 0
artificial/dartboard1.arff
File diff suppressed because it is too large
View File


+ 1007
- 0
artificial/dartboard2.arff
File diff suppressed because it is too large
View File


+ 3007
- 0
artificial/dense-disk-3000.arff
File diff suppressed because it is too large
View File


+ 5007
- 0
artificial/dense-disk-5000.arff
File diff suppressed because it is too large
View File


+ 1007
- 0
artificial/densite_variable.arff
File diff suppressed because it is too large
View File


+ 3009
- 0
artificial/diamond.arff
File diff suppressed because it is too large
View File


+ 3009
- 0
artificial/diamond9.arff
File diff suppressed because it is too large
View File


+ 1008
- 0
artificial/disk-1000n.arff
File diff suppressed because it is too large
View File


+ 3007
- 0
artificial/disk-3000n.arff
File diff suppressed because it is too large
View File


+ 4007
- 0
artificial/disk-4000n.arff
File diff suppressed because it is too large
View File


+ 4508
- 0
artificial/disk-4500n.arff
File diff suppressed because it is too large
View File


+ 4607
- 0
artificial/disk-4600n.arff
File diff suppressed because it is too large
View File


+ 5008
- 0
artificial/disk-5000n.arff
File diff suppressed because it is too large
View File


+ 6007
- 0
artificial/disk-6000n.arff
File diff suppressed because it is too large
View File


+ 1007
- 0
artificial/donut1.arff
File diff suppressed because it is too large
View File


+ 1007
- 0
artificial/donut2.arff
File diff suppressed because it is too large
View File


+ 1006
- 0
artificial/donut3.arff
File diff suppressed because it is too large
View File


+ 1007
- 0
artificial/donutcurves.arff
File diff suppressed because it is too large
View File


+ 4011
- 0
artificial/dpb.arff
File diff suppressed because it is too large
View File


+ 1011
- 0
artificial/dpc.arff
File diff suppressed because it is too large
View File


+ 599
- 0
artificial/ds2c2sc13.arff View File

@@ -0,0 +1,599 @@
1
+@RELATION ds2c2sc13
2
+%
3
+% Katti Faceli, Tiemi C. Sakata, Marcilio C. P. de Souto, and Andr\&\#233; C. P. L. F. de Carvalho. 2010. 
4
+% Partitions selection strategy for set of clustering solutions. Neurocomput. 73, 16-18 (October 2010), 
5
+% 2809-2819. DOI=10.1016/j.neucom.2010.03.028 http://dx.doi.org/10.1016/j.neucom.2010.03.028
6
+%
7
+@ATTRIBUTE x REAL
8
+@ATTRIBUTE y REAL
9
+@ATTRIBUTE class {1,2,3,4,5,6,7,8,9,10,11,12,13}
10
+
11
+@DATA
12
+0.22896,0.30303,1
13
+0.22896,0.28956,1
14
+0.22896,0.27273,1
15
+0.23232,0.25926,1
16
+0.23569,0.24242,1
17
+0.24242,0.23232,1
18
+0.25926,0.22222,1
19
+0.27609,0.21212,1
20
+0.2963,0.21212,1
21
+0.32323,0.21212,1
22
+0.35017,0.21886,1
23
+0.37037,0.21886,1
24
+0.38721,0.23569,1
25
+0.39731,0.24916,1
26
+0.40404,0.26936,1
27
+0.40404,0.2862,1
28
+0.40404,0.3064,1
29
+0.39731,0.3266,1
30
+0.21886,0.3165,1
31
+0.21886,0.29966,1
32
+0.21886,0.28956,1
33
+0.22559,0.26936,1
34
+0.22222,0.2862,1
35
+0.22896,0.25253,1
36
+0.22896,0.23906,1
37
+0.24242,0.22896,1
38
+0.24916,0.21212,1
39
+0.26936,0.20202,1
40
+0.2862,0.20202,1
41
+0.30303,0.20202,1
42
+0.31987,0.20202,1
43
+0.32997,0.20202,1
44
+0.34343,0.20202,1
45
+0.3569,0.20875,1
46
+0.38384,0.20875,1
47
+0.39731,0.22559,1
48
+0.37037,0.22559,1
49
+0.40741,0.23569,1
50
+0.41751,0.25589,1
51
+0.41751,0.26936,1
52
+0.41751,0.28956,1
53
+0.42088,0.3064,1
54
+0.41077,0.31987,1
55
+0.20875,0.31313,1
56
+0.20875,0.2862,1
57
+0.20875,0.2963,1
58
+0.21549,0.27946,1
59
+0.20875,0.26936,1
60
+0.21549,0.25253,1
61
+0.21549,0.26599,1
62
+0.21886,0.23569,1
63
+0.22222,0.22559,1
64
+0.22896,0.21886,1
65
+0.23569,0.20539,1
66
+0.25589,0.19529,1
67
+0.26599,0.19192,1
68
+0.27273,0.19192,1
69
+0.28956,0.18855,1
70
+0.3064,0.18855,1
71
+0.31987,0.18855,1
72
+0.34343,0.18519,1
73
+0.36364,0.18519,1
74
+0.38384,0.20202,1
75
+0.37037,0.20202,1
76
+0.35354,0.19192,1
77
+0.33333,0.19192,1
78
+0.367,0.19865,1
79
+0.36364,0.21212,1
80
+0.39394,0.21212,1
81
+0.40404,0.22222,1
82
+0.41414,0.23569,1
83
+0.42088,0.24579,1
84
+0.42424,0.26599,1
85
+0.42761,0.2862,1
86
+0.42761,0.29966,1
87
+0.42424,0.3165,1
88
+0.41077,0.32997,1
89
+0.32997,0.18182,1
90
+0.30976,0.17845,1
91
+0.28956,0.17845,1
92
+0.27946,0.17845,1
93
+0.26263,0.18182,1
94
+0.23906,0.19192,1
95
+0.22896,0.19865,1
96
+0.37374,0.23569,1
97
+0.39731,0.23906,1
98
+0.41077,0.25253,1
99
+0.22222,0.20875,1
100
+0.21549,0.21886,1
101
+0.20875,0.23232,1
102
+0.20202,0.24579,1
103
+0.19865,0.25926,1
104
+0.19865,0.26599,1
105
+0.19865,0.27609,1
106
+0.19865,0.2862,1
107
+0.19529,0.29966,1
108
+0.19529,0.31313,1
109
+0.20202,0.30303,1
110
+0.39057,0.21886,1
111
+0.38047,0.22222,1
112
+0.39731,0.26263,1
113
+0.38721,0.24579,1
114
+0.34007,0.21549,1
115
+0.36364,0.22896,1
116
+0.40067,0.27609,1
117
+0.40067,0.2963,1
118
+0.42088,0.33333,1
119
+0.42761,0.32323,1
120
+0.29293,0.2963,2
121
+0.28283,0.2862,2
122
+0.2862,0.27609,2
123
+0.2862,0.26599,2
124
+0.29966,0.25926,2
125
+0.31313,0.25926,2
126
+0.3266,0.27273,2
127
+0.3266,0.2963,2
128
+0.31313,0.3064,2
129
+0.30303,0.3064,2
130
+0.30303,0.29293,2
131
+0.29293,0.28956,2
132
+0.30303,0.27609,2
133
+0.3165,0.28283,2
134
+0.30976,0.28283,2
135
+0.3165,0.29293,2
136
+0.2963,0.27609,2
137
+0.30976,0.26599,2
138
+0.31987,0.27273,2
139
+0.32997,0.28956,2
140
+0.33333,0.27946,2
141
+0.29966,0.26599,2
142
+0.31987,0.26263,2
143
+0.32997,0.26599,2
144
+0.2862,0.33333,3
145
+0.2963,0.32997,3
146
+0.31313,0.3266,3
147
+0.32997,0.33333,3
148
+0.3367,0.36364,3
149
+0.31987,0.38047,3
150
+0.29966,0.38047,3
151
+0.2862,0.367,3
152
+0.2862,0.34343,3
153
+0.2963,0.3367,3
154
+0.30976,0.3367,3
155
+0.3165,0.3367,3
156
+0.31987,0.3468,3
157
+0.29966,0.35354,3
158
+0.30303,0.367,3
159
+0.30976,0.36027,3
160
+0.31987,0.36364,3
161
+0.30976,0.37374,3
162
+0.3266,0.37374,3
163
+0.3367,0.35017,3
164
+0.3064,0.3468,3
165
+0.29293,0.36364,3
166
+0.28283,0.3569,3
167
+0.32997,0.3569,3
168
+0.32997,0.34007,3
169
+0.32323,0.32997,3
170
+0.3064,0.32997,3
171
+0.30976,0.40067,4
172
+0.31987,0.40067,4
173
+0.33333,0.40741,4
174
+0.29966,0.40404,4
175
+0.2862,0.41414,4
176
+0.27609,0.43771,4
177
+0.27946,0.46128,4
178
+0.29966,0.46465,4
179
+0.31987,0.46465,4
180
+0.3367,0.45791,4
181
+0.3367,0.42761,4
182
+0.32323,0.42088,4
183
+0.30976,0.42088,4
184
+0.2963,0.42761,4
185
+0.2862,0.44444,4
186
+0.29966,0.45118,4
187
+0.30976,0.44444,4
188
+0.30976,0.43098,4
189
+0.3064,0.42424,4
190
+0.2963,0.41414,4
191
+0.2862,0.43434,4
192
+0.2963,0.44108,4
193
+0.30303,0.43771,4
194
+0.31313,0.41077,4
195
+0.32997,0.41414,4
196
+0.33333,0.42761,4
197
+0.31987,0.44108,4
198
+0.29966,0.41414,4
199
+0.2963,0.40404,4
200
+0.2862,0.40404,4
201
+0.28283,0.41414,4
202
+0.2862,0.42761,4
203
+0.29293,0.42088,4
204
+0.27273,0.43098,4
205
+0.27273,0.41414,4
206
+0.29293,0.41414,4
207
+0.32323,0.40741,4
208
+0.27946,0.42088,4
209
+0.2963,0.39731,4
210
+0.3064,0.39731,4
211
+0.33333,0.41751,4
212
+0.33333,0.44444,4
213
+0.3266,0.43434,4
214
+0.32323,0.45118,4
215
+0.30303,0.45791,4
216
+0.2862,0.45791,4
217
+0.27946,0.45118,4
218
+0.27273,0.44781,4
219
+0.28956,0.46801,4
220
+0.31313,0.45118,4
221
+0.30976,0.46465,4
222
+0.31987,0.46465,4
223
+0.3266,0.46128,4
224
+0.34007,0.44444,4
225
+0.3064,0.41077,4
226
+0.32323,0.41414,4
227
+0.3165,0.42424,4
228
+0.31987,0.43434,4
229
+0.3367,0.43771,4
230
+0.32997,0.45118,4
231
+0.31313,0.45791,4
232
+0.29293,0.45455,4
233
+0.2963,0.45791,4
234
+0.2963,0.42088,4
235
+0.3165,0.41751,4
236
+0.31987,0.43434,4
237
+0.31313,0.43771,4
238
+0.30303,0.44444,4
239
+0.29293,0.44108,4
240
+0.29293,0.43434,4
241
+0.31987,0.40741,4
242
+0.30976,0.40741,4
243
+0.27946,0.43098,4
244
+0.39394,0.62626,5
245
+0.40067,0.61953,5
246
+0.40741,0.61279,5
247
+0.41751,0.60269,5
248
+0.42761,0.59259,5
249
+0.43771,0.57912,5
250
+0.39394,0.61953,5
251
+0.40067,0.61279,5
252
+0.40741,0.60606,5
253
+0.41414,0.59933,5
254
+0.41751,0.59259,5
255
+0.42088,0.58586,5
256
+0.42761,0.57912,5
257
+0.43434,0.58923,5
258
+0.43098,0.59933,5
259
+0.42424,0.60943,5
260
+0.41077,0.61953,5
261
+0.40404,0.62963,5
262
+0.39394,0.61279,5
263
+0.40067,0.60269,5
264
+0.42088,0.61279,5
265
+0.40741,0.59596,5
266
+0.41751,0.60943,5
267
+0.43434,0.57576,5
268
+0.44108,0.58586,5
269
+0.43098,0.58249,5
270
+0.38384,0.633,5
271
+0.39057,0.63973,5
272
+0.38721,0.62963,5
273
+0.39731,0.633,5
274
+0.38384,0.64646,5
275
+0.38384,0.6229,5
276
+0.37374,0.71044,6
277
+0.38047,0.70707,6
278
+0.39057,0.69697,6
279
+0.39731,0.68687,6
280
+0.40741,0.67677,6
281
+0.41751,0.66667,6
282
+0.42424,0.65993,6
283
+0.43771,0.64983,6
284
+0.44444,0.6431,6
285
+0.45455,0.6229,6
286
+0.46801,0.60269,6
287
+0.48485,0.58586,6
288
+0.49832,0.57239,6
289
+0.47811,0.59596,6
290
+0.46128,0.60943,6
291
+0.44444,0.633,6
292
+0.43098,0.64646,6
293
+0.41077,0.6633,6
294
+0.40067,0.6734,6
295
+0.39057,0.68687,6
296
+0.38047,0.69697,6
297
+0.37037,0.7037,6
298
+0.39057,0.71044,6
299
+0.40067,0.70707,6
300
+0.40404,0.69697,6
301
+0.41077,0.69024,6
302
+0.41751,0.68687,6
303
+0.42424,0.67677,6
304
+0.43434,0.67003,6
305
+0.43771,0.65993,6
306
+0.45118,0.6532,6
307
+0.45791,0.6431,6
308
+0.46128,0.62963,6
309
+0.47138,0.61616,6
310
+0.48148,0.61279,6
311
+0.47811,0.60606,6
312
+0.48822,0.60269,6
313
+0.49158,0.59259,6
314
+0.50168,0.57912,6
315
+0.49495,0.58249,6
316
+0.45791,0.61953,6
317
+0.47138,0.6229,6
318
+0.42424,0.6532,6
319
+0.45455,0.633,6
320
+0.46465,0.63636,6
321
+0.39731,0.68013,6
322
+0.41077,0.6835,6
323
+0.41414,0.6734,6
324
+0.42424,0.67003,6
325
+0.43771,0.70707,7
326
+0.44781,0.70034,7
327
+0.46128,0.6936,7
328
+0.46801,0.6835,7
329
+0.47811,0.6734,7
330
+0.48148,0.6633,7
331
+0.49158,0.6532,7
332
+0.47811,0.6734,7
333
+0.44444,0.71717,7
334
+0.45791,0.71044,7
335
+0.46465,0.69697,7
336
+0.47475,0.6936,7
337
+0.48148,0.68013,7
338
+0.49158,0.6734,7
339
+0.50168,0.6633,7
340
+0.49495,0.66667,7
341
+0.45455,0.70707,7
342
+0.44781,0.71044,7
343
+0.45455,0.7037,7
344
+0.45455,0.69697,7
345
+0.46801,0.7037,7
346
+0.50168,0.65657,7
347
+0.49158,0.65657,7
348
+0.50168,0.6532,7
349
+0.50168,0.64646,7
350
+0.51178,0.64983,7
351
+0.51178,0.63973,7
352
+0.50168,0.63636,7
353
+0.51178,0.633,7
354
+0.47138,0.67677,7
355
+0.47475,0.69024,7
356
+0.48148,0.6835,7
357
+0.46465,0.69024,7
358
+0.53535,0.72727,8
359
+0.54209,0.74074,8
360
+0.55219,0.75084,8
361
+0.56902,0.77104,8
362
+0.58923,0.78788,8
363
+0.59933,0.80471,8
364
+0.61953,0.82492,8
365
+0.54209,0.73064,8
366
+0.55219,0.74747,8
367
+0.55892,0.75084,8
368
+0.55892,0.76431,8
369
+0.57239,0.76431,8
370
+0.57239,0.78451,8
371
+0.58249,0.77778,8
372
+0.58249,0.79461,8
373
+0.59259,0.78788,8
374
+0.58923,0.80135,8
375
+0.60606,0.79461,8
376
+0.61953,0.80808,8
377
+0.60606,0.81145,8
378
+0.61279,0.82155,8
379
+0.57239,0.75421,8
380
+0.56566,0.76094,8
381
+0.55219,0.73737,8
382
+0.56229,0.74411,8
383
+0.633,0.81818,8
384
+0.633,0.83165,8
385
+0.62963,0.81818,8
386
+0.61953,0.81818,8
387
+0.61279,0.80135,8
388
+0.633,0.81145,8
389
+0.58249,0.78788,8
390
+0.55556,0.75758,8
391
+0.58249,0.76431,8
392
+0.58586,0.77104,8
393
+0.59259,0.78114,8
394
+0.59596,0.79798,8
395
+0.60606,0.80471,8
396
+0.61616,0.81481,8
397
+0.60269,0.78788,8
398
+0.53535,0.79125,9
399
+0.53872,0.80135,9
400
+0.55219,0.80808,9
401
+0.54209,0.79798,9
402
+0.55892,0.80135,9
403
+0.56902,0.81818,9
404
+0.58586,0.83165,9
405
+0.57576,0.81818,9
406
+0.57576,0.83502,9
407
+0.58249,0.84848,9
408
+0.55892,0.83165,9
409
+0.54545,0.80808,9
410
+0.55892,0.81481,9
411
+0.55892,0.82492,9
412
+0.56566,0.83165,9
413
+0.56902,0.83838,9
414
+0.58586,0.84512,9
415
+0.58923,0.84512,9
416
+0.56229,0.82155,9
417
+0.55219,0.82155,9
418
+0.54209,0.78788,9
419
+0.54545,0.79798,9
420
+0.55556,0.80471,9
421
+0.56902,0.83165,9
422
+0.57239,0.82828,9
423
+0.57912,0.82828,9
424
+0.56902,0.82155,9
425
+0.56566,0.82492,9
426
+0.58249,0.73401,10
427
+0.59596,0.75084,10
428
+0.61616,0.76431,10
429
+0.62963,0.79125,10
430
+0.61953,0.77778,10
431
+0.61279,0.77104,10
432
+0.60269,0.75758,10
433
+0.59933,0.74074,10
434
+0.61616,0.75084,10
435
+0.6229,0.76768,10
436
+0.62963,0.78788,10
437
+0.61953,0.77104,10
438
+0.60943,0.75758,10
439
+0.60943,0.74747,10
440
+0.59259,0.74747,10
441
+0.58249,0.74411,10
442
+0.60269,0.75758,10
443
+0.6229,0.77778,10
444
+0.62963,0.78114,10
445
+0.62626,0.76431,10
446
+0.60943,0.75421,10
447
+0.58923,0.73737,10
448
+0.62963,0.77441,10
449
+0.60606,0.75084,10
450
+0.57912,0.67003,11
451
+0.58586,0.65993,11
452
+0.58923,0.6633,11
453
+0.59259,0.65993,11
454
+0.59259,0.64646,11
455
+0.59259,0.633,11
456
+0.59259,0.61279,11
457
+0.58923,0.59933,11
458
+0.58923,0.60943,11
459
+0.58249,0.6229,11
460
+0.58249,0.63636,11
461
+0.58249,0.64983,11
462
+0.58249,0.65993,11
463
+0.58923,0.63973,11
464
+0.58923,0.60943,11
465
+0.59259,0.59933,11
466
+0.59259,0.61279,11
467
+0.59259,0.6229,11
468
+0.58586,0.6431,11
469
+0.58249,0.64646,11
470
+0.58923,0.58923,11
471
+0.58249,0.57912,11
472
+0.57912,0.59596,11
473
+0.57912,0.60606,11
474
+0.57912,0.6229,11
475
+0.57912,0.64983,11
476
+0.58586,0.58586,11
477
+0.58586,0.61279,11
478
+0.57239,0.62963,11
479
+0.58249,0.62626,11
480
+0.57239,0.60606,11
481
+0.57576,0.61279,11
482
+0.61279,0.70707,12
483
+0.61279,0.68013,12
484
+0.61279,0.65657,12
485
+0.61279,0.63973,12
486
+0.61279,0.61616,12
487
+0.61279,0.59596,12
488
+0.61279,0.56902,12
489
+0.61279,0.53535,12
490
+0.61279,0.55556,12
491
+0.61616,0.56902,12
492
+0.61616,0.58586,12
493
+0.61616,0.60269,12
494
+0.61616,0.61953,12
495
+0.61616,0.63636,12
496
+0.61616,0.6532,12
497
+0.61616,0.67003,12
498
+0.61616,0.6936,12
499
+0.61953,0.71044,12
500
+0.61953,0.69024,12
501
+0.62626,0.67677,12
502
+0.62626,0.6633,12
503
+0.62963,0.64983,12
504
+0.62963,0.63636,12
505
+0.6229,0.6431,12
506
+0.62626,0.633,12
507
+0.6229,0.61953,12
508
+0.61279,0.62963,12
509
+0.62626,0.62963,12
510
+0.633,0.62626,12
511
+0.633,0.61953,12
512
+0.62626,0.61279,12
513
+0.62626,0.59596,12
514
+0.62963,0.60269,12
515
+0.63636,0.61279,12
516
+0.62963,0.58586,12
517
+0.62626,0.57576,12
518
+0.62626,0.56229,12
519
+0.62626,0.55556,12
520
+0.62626,0.53872,12
521
+0.61953,0.54545,12
522
+0.62963,0.54545,12
523
+0.6229,0.53199,12
524
+0.6229,0.52189,12
525
+0.62963,0.52189,12
526
+0.633,0.55556,12
527
+0.633,0.56902,12
528
+0.633,0.59933,12
529
+0.62963,0.60606,12
530
+0.61953,0.633,12
531
+0.61953,0.70034,12
532
+0.61953,0.68687,12
533
+0.62626,0.6734,12
534
+0.62626,0.68687,12
535
+0.62626,0.70034,12
536
+0.62626,0.6532,12
537
+0.6229,0.60943,12
538
+0.61616,0.59596,12
539
+0.61616,0.58586,12
540
+0.61279,0.57912,12
541
+0.61616,0.54545,12
542
+0.61616,0.56566,12
543
+0.61953,0.52862,12
544
+0.633,0.52862,12
545
+0.62626,0.71044,12
546
+0.62626,0.6936,12
547
+0.633,0.71044,12
548
+0.633,0.70034,12
549
+0.633,0.67677,12
550
+0.63636,0.69024,12
551
+0.63636,0.69697,12
552
+0.633,0.66667,12
553
+0.64983,0.6633,13
554
+0.64983,0.6532,13
555
+0.64983,0.633,13
556
+0.64983,0.61279,13
557
+0.64983,0.59596,13
558
+0.64983,0.57239,13
559
+0.64983,0.58586,13
560
+0.64983,0.60606,13
561
+0.64983,0.61953,13
562
+0.6532,0.64646,13
563
+0.65657,0.67003,13
564
+0.65657,0.64983,13
565
+0.65657,0.62963,13
566
+0.6633,0.63973,13
567
+0.65993,0.6532,13
568
+0.65993,0.65657,13
569
+0.65657,0.61953,13
570
+0.65993,0.633,13
571
+0.65993,0.61279,13
572
+0.65993,0.59596,13
573
+0.65993,0.58586,13
574
+0.65657,0.57576,13
575
+0.6633,0.60269,13
576
+0.6633,0.61279,13
577
+0.6633,0.62626,13
578
+0.64646,0.62963,13
579
+0.64983,0.64646,13
580
+0.66667,0.58923,13
581
+0.6532,0.55892,13
582
+0.65993,0.56566,13
583
+0.66667,0.57576,13
584
+0.67677,0.58923,13
585
+0.67003,0.59596,13
586
+0.67003,0.60943,13
587
+0.67003,0.6229,13
588
+0.6633,0.633,13
589
+0.6633,0.67003,13
590
+0.66667,0.65657,13
591
+0.67003,0.64983,13
592
+0.67677,0.64646,13
593
+0.67677,0.62963,13
594
+0.67677,0.6229,13
595
+0.67677,0.61279,13
596
+0.67677,0.60606,13
597
+0.6835,0.6229,13
598
+0.67677,0.63636,13
599
+0.67003,0.63973,13

+ 916
- 0
artificial/ds3c3sc6.arff View File

@@ -0,0 +1,916 @@
1
+@RELATION ds3c3sc6
2
+%
3
+% Katti Faceli, Tiemi C. Sakata, Marcilio C. P. de Souto, and Andr\&\#233; C. P. L. F. de Carvalho. 2010. 
4
+% Partitions selection strategy for set of clustering solutions. Neurocomput. 73, 16-18 (October 2010), 
5
+% 2809-2819. DOI=10.1016/j.neucom.2010.03.028 http://dx.doi.org/10.1016/j.neucom.2010.03.028
6
+%
7
+@ATTRIBUTE x REAL
8
+@ATTRIBUTE y REAL
9
+@ATTRIBUTE class {1,2,3,4,5,6}
10
+
11
+@DATA
12
+0.05896,0.1562,1
13
+0.06569,0.1562,1
14
+0.07579,0.1562,1
15
+0.08589,0.14609,1
16
+0.07242,0.15956,1
17
+0.05559,0.15956,1
18
+0.07579,0.15956,1
19
+0.08253,0.15283,1
20
+0.08589,0.12926,1
21
+0.08926,0.13936,1
22
+0.09599,0.12589,1
23
+0.09263,0.11916,1
24
+0.08926,0.11579,1
25
+0.07242,0.10906,1
26
+0.06232,0.10906,1
27
+0.07916,0.10906,1
28
+0.08926,0.12253,1
29
+0.09263,0.13599,1
30
+0.09263,0.14946,1
31
+0.08253,0.15956,1
32
+0.06232,0.1663,1
33
+0.05559,0.16293,1
34
+0.06906,0.16293,1
35
+0.07579,0.16293,1
36
+0.08926,0.15283,1
37
+0.08926,0.13599,1
38
+0.08926,0.11916,1
39
+0.07579,0.11579,1
40
+0.06906,0.10906,1
41
+0.06232,0.10906,1
42
+0.07242,0.10569,1
43
+0.08253,0.11916,1
44
+0.06232,0.10569,1
45
+0.08589,0.11579,1
46
+0.06232,0.11579,1
47
+0.05559,0.12253,1
48
+0.04549,0.12589,1
49
+0.04886,0.11916,1
50
+0.05222,0.11579,1
51
+0.06232,0.11242,1
52
+0.09263,0.13263,1
53
+0.09599,0.14273,1
54
+0.08589,0.1562,1
55
+0.08589,0.1663,1
56
+0.06569,0.17303,1
57
+0.05896,0.16966,1
58
+0.07242,0.16966,1
59
+0.08253,0.16966,1
60
+0.08589,0.16293,1
61
+0.09263,0.15956,1
62
+0.09263,0.14609,1
63
+0.09263,0.12589,1
64
+0.09936,0.13936,1
65
+0.09599,0.14946,1
66
+0.05559,0.10906,1
67
+0.05559,0.11579,1
68
+0.06569,0.11916,1
69
+0.09599,0.13263,1
70
+0.09936,0.15283,1
71
+0.09263,0.16293,1
72
+0.09936,0.14609,1
73
+0.06906,0.11579,1
74
+0.09936,0.12926,1
75
+0.10273,0.13936,1
76
+0.10273,0.14609,1
77
+0.10273,0.14946,1
78
+0.09936,0.15956,1
79
+0.10273,0.13263,1
80
+0.07916,0.10906,1
81
+0.07579,0.11242,1
82
+0.08589,0.11242,1
83
+0.09599,0.11579,1
84
+0.09599,0.11916,1
85
+0.10273,0.12589,1
86
+0.10273,0.13263,1
87
+0.09936,0.12253,1
88
+0.09263,0.11242,1
89
+0.08589,0.10906,1
90
+0.07916,0.10569,1
91
+0.05222,0.14273,2
92
+0.04886,0.14946,2
93
+0.04212,0.15956,2
94
+0.03875,0.16293,2
95
+0.04549,0.14273,2
96
+0.04549,0.15283,2
97
+0.04212,0.1562,2
98
+0.03875,0.15956,2
99
+0.03875,0.17303,2
100
+0.03875,0.1764,2
101
+0.04212,0.18313,2
102
+0.04886,0.18987,2
103
+0.05896,0.19323,2
104
+0.07579,0.19323,2
105
+0.09599,0.19323,2
106
+0.10273,0.1865,2
107
+0.10946,0.17976,2
108
+0.11283,0.17303,2
109
+0.1162,0.1663,2
110
+0.12293,0.1562,2
111
+0.12293,0.14273,2
112
+0.11956,0.12926,2
113
+0.11283,0.11916,2
114
+0.10273,0.10569,2
115
+0.08926,0.09896,2
116
+0.09599,0.10232,2
117
+0.10273,0.10906,2
118
+0.10946,0.11242,2
119
+0.1162,0.12589,2
120
+0.12293,0.13599,2
121
+0.12293,0.14273,2
122
+0.12293,0.14946,2
123
+0.12293,0.15956,2
124
+0.1162,0.17303,2
125
+0.10946,0.18313,2
126
+0.10609,0.18987,2
127
+0.09599,0.19323,2
128
+0.08253,0.1966,2
129
+0.07916,0.1966,2
130
+0.07242,0.1966,2
131
+0.06569,0.1966,2
132
+0.05559,0.1966,2
133
+0.04549,0.18987,2
134
+0.04212,0.1865,2
135
+0.03875,0.17976,2
136
+0.03875,0.1764,2
137
+0.03539,0.16966,2
138
+0.04549,0.14946,2
139
+0.04212,0.14946,2
140
+0.03539,0.15956,2
141
+0.03202,0.16966,2
142
+0.03875,0.15283,2
143
+0.03202,0.1562,2
144
+0.02865,0.16293,2
145
+0.03202,0.16293,2
146
+0.03539,0.14609,2
147
+0.03539,0.15283,2
148
+0.03202,0.1764,2
149
+0.03202,0.18313,2
150
+0.03875,0.1966,2
151
+0.03539,0.1865,2
152
+0.03875,0.19323,2
153
+0.03875,0.1865,2
154
+0.03539,0.18313,2
155
+0.04212,0.19997,2
156
+0.04549,0.19997,2
157
+0.05222,0.19997,2
158
+0.04886,0.1966,2
159
+0.04212,0.19323,2
160
+0.06569,0.19997,2
161
+0.05559,0.20333,2
162
+0.05222,0.20333,2
163
+0.06569,0.2067,2
164
+0.07579,0.2067,2
165
+0.08926,0.20333,2
166
+0.07916,0.20333,2
167
+0.07579,0.20333,2
168
+0.06232,0.20333,2
169
+0.09263,0.20333,2
170
+0.10273,0.1966,2
171
+0.09599,0.19323,2
172
+0.09263,0.19323,2
173
+0.08253,0.19323,2
174
+0.08926,0.19997,2
175
+0.09263,0.19997,2
176
+0.09599,0.1966,2
177
+0.10273,0.1966,2
178
+0.07242,0.19997,2
179
+0.08589,0.20333,2
180
+0.10946,0.20333,2
181
+0.1162,0.1966,2
182
+0.12293,0.1865,2
183
+0.1263,0.1764,2
184
+0.12966,0.16966,2
185
+0.13303,0.15956,2
186
+0.13303,0.14273,2
187
+0.13303,0.12926,2
188
+0.08253,0.09896,2
189
+0.07242,0.09559,2
190
+0.06232,0.09559,2
191
+0.07242,0.09559,2
192
+0.08253,0.09559,2
193
+0.08589,0.09559,2
194
+0.10609,0.10232,2
195
+0.1162,0.11242,2
196
+0.12293,0.11579,2
197
+0.12293,0.13263,2
198
+0.1263,0.13936,2
199
+0.1263,0.15956,2
200
+0.1263,0.16966,2
201
+0.12293,0.17303,2
202
+0.1162,0.17976,2
203
+0.11283,0.18987,2
204
+0.11956,0.1764,2
205
+0.11956,0.1865,2
206
+0.10609,0.19997,2
207
+0.09263,0.2067,2
208
+0.09936,0.2067,2
209
+0.08926,0.21007,2
210
+0.08253,0.21007,2
211
+0.07579,0.21007,2
212
+0.06906,0.21007,2
213
+0.06232,0.21007,2
214
+0.05222,0.2067,2
215
+0.09599,0.09896,2
216
+0.10273,0.09896,2
217
+0.1162,0.10906,2
218
+0.10946,0.10569,2
219
+0.11956,0.11242,2
220
+0.11956,0.12589,2
221
+0.12293,0.12253,2
222
+0.1162,0.11916,2
223
+0.13303,0.12589,2
224
+0.12966,0.13263,2
225
+0.12966,0.13599,2
226
+0.1364,0.13936,2
227
+0.13303,0.14946,2
228
+0.12966,0.14946,2
229
+0.12966,0.13599,2
230
+0.11956,0.12926,2
231
+0.11956,0.12253,2
232
+0.11283,0.11242,2
233
+0.1263,0.12253,2
234
+0.12966,0.12926,2
235
+0.11956,0.12926,2
236
+0.1263,0.14946,2
237
+0.1263,0.15956,2
238
+0.12293,0.1663,2
239
+0.11956,0.15956,2
240
+0.12966,0.1562,2
241
+0.12966,0.14273,2
242
+0.12293,0.12926,2
243
+0.10946,0.10569,2
244
+0.12293,0.12589,2
245
+0.13303,0.13599,2
246
+0.13303,0.1562,2
247
+0.12293,0.1663,2
248
+0.06232,0.09559,2
249
+0.07579,0.09559,2
250
+0.09936,0.10569,2
251
+0.10946,0.10569,2
252
+0.12293,0.12589,2
253
+0.1263,0.14273,2
254
+0.12966,0.15283,2
255
+0.12293,0.1663,2
256
+0.1162,0.1865,2
257
+0.10946,0.1966,2
258
+0.11956,0.19323,2
259
+0.12293,0.18313,2
260
+0.12293,0.17303,2
261
+0.12966,0.16293,2
262
+0.13303,0.1764,2
263
+0.1263,0.18987,2
264
+0.12966,0.1865,2
265
+0.13976,0.16293,2
266
+0.1364,0.1562,2
267
+0.14313,0.14946,2
268
+0.1364,0.17303,2
269
+0.13303,0.18313,2
270
+0.14313,0.14273,2
271
+0.13976,0.15283,2
272
+0.1465,0.16966,2
273
+0.13976,0.1865,2
274
+0.14313,0.17976,2
275
+0.14313,0.15283,2
276
+0.13303,0.19323,2
277
+0.12293,0.1966,2
278
+0.1162,0.2067,2
279
+0.11956,0.19997,2
280
+0.13976,0.1663,2
281
+0.14313,0.17303,2
282
+0.1465,0.15956,2
283
+0.09936,0.21007,2
284
+0.10273,0.21007,2
285
+0.10946,0.21007,2
286
+0.12966,0.20333,2
287
+0.12293,0.2067,2
288
+0.1566,0.1764,3
289
+0.15323,0.1663,3
290
+0.15323,0.15283,3
291
+0.1465,0.14946,3
292
+0.14987,0.1663,3
293
+0.14987,0.17976,3
294
+0.1566,0.18987,3
295
+0.1667,0.2168,3
296
+0.19027,0.2168,3
297
+0.21721,0.2168,3
298
+0.22731,0.19997,3
299
+0.23067,0.17976,3
300
+0.23067,0.14946,3
301
+0.22394,0.13263,3
302
+0.20374,0.12926,3
303
+0.18354,0.12926,3
304
+0.16333,0.13599,3
305
+0.1566,0.16293,3
306
+0.15997,0.2067,3
307
+0.1768,0.21343,3
308
+0.19027,0.21343,3
309
+0.20374,0.21343,3
310
+0.21384,0.20333,3
311
+0.20374,0.2067,3
312
+0.19027,0.2067,3
313
+0.18354,0.2067,3
314
+0.1667,0.20333,3
315
+0.17007,0.21007,3
316
+0.16333,0.19323,3
317
+0.17007,0.1865,3
318
+0.18017,0.1966,3
319
+0.18017,0.19997,3
320
+0.16333,0.1966,3
321
+0.1768,0.1966,3
322
+0.17007,0.1966,3
323
+0.16333,0.19997,3
324
+0.1768,0.20333,3
325
+0.16333,0.18313,3
326
+0.16333,0.16966,3
327
+0.16333,0.1562,3
328
+0.17007,0.14609,3
329
+0.16333,0.14609,3
330
+0.18017,0.13263,3
331
+0.1768,0.13936,3
332
+0.17007,0.13263,3
333
+0.17007,0.12589,3
334
+0.19027,0.12589,3
335
+0.20037,0.12589,3
336
+0.18354,0.12589,3
337
+0.1768,0.12253,3
338
+0.19364,0.11916,3
339
+0.21384,0.12589,3
340
+0.23067,0.15283,3
341
+0.23067,0.16293,3
342
+0.23067,0.1865,3
343
+0.22731,0.1966,3
344
+0.19364,0.2269,3
345
+0.18017,0.22354,3
346
+0.2071,0.22354,3
347
+0.22394,0.21007,3
348
+0.23404,0.2067,3
349
+0.22057,0.21343,3
350
+0.2071,0.21343,3
351
+0.2071,0.22354,3
352
+0.19364,0.22354,3
353
+0.1869,0.21343,3
354
+0.1667,0.18987,3
355
+0.1667,0.1562,3
356
+0.1869,0.12926,3
357
+0.2071,0.12926,3
358
+0.22394,0.14609,3
359
+0.22057,0.13599,3
360
+0.20374,0.12589,3
361
+0.23067,0.13936,3
362
+0.23741,0.17303,3
363
+0.23067,0.16966,3
364
+0.24414,0.1865,3
365
+0.23404,0.19997,3
366
+0.19364,0.19323,3
367
+0.19027,0.17303,3
368
+0.18354,0.1663,3
369
+0.1768,0.17976,3
370
+0.2071,0.1865,3
371
+0.19364,0.1663,3
372
+0.20037,0.14946,3
373
+0.2071,0.17303,3
374
+0.19364,0.18313,3
375
+0.1768,0.18313,3
376
+0.1768,0.15283,3
377
+0.20037,0.15283,3
378
+0.21721,0.1663,3
379
+0.21721,0.15283,3
380
+0.21047,0.1562,3
381
+0.2071,0.13936,3
382
+0.20037,0.13936,3
383
+0.18354,0.13936,3
384
+0.1869,0.14609,3
385
+0.1869,0.1663,3
386
+0.17007,0.17303,3
387
+0.19364,0.19323,3
388
+0.2071,0.1966,3
389
+0.21384,0.18987,3
390
+0.21721,0.17976,3
391
+0.20374,0.16293,3
392
+0.19027,0.15956,3
393
+0.1768,0.1663,3
394
+0.19027,0.1764,3
395
+0.19027,0.1966,3
396
+0.197,0.1663,3
397
+0.17007,0.1865,3
398
+0.18354,0.16966,3
399
+0.18354,0.14273,3
400
+0.20374,0.13599,3
401
+0.23741,0.19323,3
402
+0.23404,0.21343,3
403
+0.16333,0.2067,3
404
+0.1566,0.19997,3
405
+0.1566,0.19323,3
406
+0.14987,0.1865,3
407
+0.1667,0.14273,3
408
+0.18017,0.13599,3
409
+0.21047,0.13263,3
410
+0.22731,0.13263,3
411
+0.23741,0.14946,3
412
+0.23741,0.16293,3
413
+0.23741,0.18313,3
414
+0.19027,0.13263,3
415
+0.19364,0.13599,3
416
+0.19364,0.14273,3
417
+0.21047,0.14273,3
418
+0.22057,0.14609,3
419
+0.22057,0.16966,3
420
+0.20374,0.17303,3
421
+0.1869,0.1865,3
422
+0.18354,0.17976,3
423
+0.17007,0.15956,3
424
+0.1768,0.15283,3
425
+0.1869,0.13936,3
426
+0.1869,0.15283,3
427
+0.21721,0.1764,3
428
+0.22731,0.2168,3
429
+0.21721,0.22354,3
430
+0.15997,0.13936,3
431
+0.1566,0.14609,3
432
+0.22731,0.18987,3
433
+0.22731,0.16293,3
434
+0.197,0.1865,3
435
+0.20037,0.20333,3
436
+0.2071,0.18313,3
437
+0.18354,0.17976,3
438
+0.22394,0.1966,3
439
+0.21721,0.15956,3
440
+0.2071,0.14273,3
441
+0.19027,0.1562,3
442
+0.17007,0.1865,3
443
+0.1667,0.10906,3
444
+0.1768,0.11579,3
445
+0.1869,0.11579,3
446
+0.20037,0.11579,3
447
+0.21047,0.11242,3
448
+0.22394,0.10232,3
449
+0.22731,0.08886,3
450
+0.22731,0.06529,3
451
+0.21384,0.04508,3
452
+0.18354,0.03498,3
453
+0.15997,0.05855,3
454
+0.15997,0.08212,3
455
+0.15997,0.10569,3
456
+0.17343,0.04845,3
457
+0.19364,0.04845,3
458
+0.2071,0.06529,3
459
+0.20374,0.08886,3
460
+0.1768,0.10232,3
461
+0.1667,0.08549,3
462
+0.17007,0.07202,3
463
+0.18017,0.07539,3
464
+0.18354,0.09222,3
465
+0.20037,0.09559,3
466
+0.20037,0.10232,3
467
+0.1869,0.10232,3
468
+0.15997,0.09559,3
469
+0.15997,0.07875,3
470
+0.1566,0.06865,3
471
+0.17343,0.06865,3
472
+0.1768,0.05855,3
473
+0.20037,0.06529,3
474
+0.1869,0.06865,3
475
+0.21047,0.07875,3
476
+0.21047,0.09896,3
477
+0.21047,0.10569,3
478
+0.22057,0.09896,3
479
+0.22057,0.07539,3
480
+0.2071,0.05519,3
481
+0.19027,0.05519,3
482
+0.18017,0.07875,3
483
+0.1869,0.07875,3
484
+0.19364,0.07875,3
485
+0.197,0.08886,3
486
+0.17343,0.08886,3
487
+0.17007,0.09896,3
488
+0.18354,0.10569,3
489
+0.19364,0.11579,3
490
+0.2071,0.10569,3
491
+0.21721,0.07875,3
492
+0.20374,0.07202,3
493
+0.21384,0.09559,3
494
+0.19364,0.04508,3
495
+0.21721,0.05855,3
496
+0.1667,0.05182,3
497
+0.17343,0.04172,3
498
+0.1667,0.04845,3
499
+0.14987,0.08212,3
500
+0.14987,0.09896,3
501
+0.14987,0.08886,3
502
+0.1465,0.06529,3
503
+0.15323,0.05519,3
504
+0.1465,0.07539,3
505
+0.21384,0.05519,3
506
+0.21384,0.06865,3
507
+0.22731,0.07539,3
508
+0.22394,0.09222,3
509
+0.20374,0.04508,3
510
+0.1869,0.03835,3
511
+0.197,0.03835,3
512
+0.21384,0.04508,3
513
+0.20374,0.07875,3
514
+0.1869,0.08212,3
515
+0.16333,0.08212,3
516
+0.1869,0.11579,3
517
+0.20374,0.11579,3
518
+0.2071,0.10569,3
519
+0.19364,0.07539,3
520
+0.17343,0.05855,3
521
+0.16333,0.06192,3
522
+0.17007,0.07875,3
523
+0.2071,0.07875,3
524
+0.21047,0.06192,3
525
+0.15323,0.14946,3
526
+0.15323,0.12926,3
527
+0.14987,0.10569,3
528
+0.15323,0.12253,3
529
+0.15323,0.14273,3
530
+0.1566,0.15956,3
531
+0.14987,0.13599,3
532
+0.14987,0.11916,3
533
+0.14987,0.09222,3
534
+0.16333,0.11579,3
535
+0.16333,0.11916,3
536
+0.15997,0.11916,3
537
+0.23741,0.18987,3
538
+0.24077,0.17303,3
539
+0.24077,0.1562,3
540
+0.23741,0.13599,3
541
+0.23404,0.12926,3
542
+0.23404,0.11916,3
543
+0.22731,0.13263,3
544
+0.21721,0.12589,3
545
+0.21721,0.11579,3
546
+0.22394,0.12926,3
547
+0.22057,0.11242,3
548
+0.22394,0.09896,3
549
+0.23067,0.10569,3
550
+0.23067,0.11916,3
551
+0.23067,0.12589,3
552
+0.22394,0.11242,3
553
+0.22394,0.07539,3
554
+0.22057,0.06192,3
555
+0.21384,0.04845,3
556
+0.20037,0.04172,3
557
+0.197,0.04172,3
558
+0.16333,0.04172,3
559
+0.1465,0.04508,3
560
+0.15323,0.04508,3
561
+0.16333,0.05519,3
562
+0.1566,0.06529,3
563
+0.19364,0.05855,3
564
+0.19027,0.06192,3
565
+0.18354,0.05182,3
566
+0.22057,0.05182,3
567
+0.2071,0.03835,3
568
+0.19027,0.03162,3
569
+0.18017,0.03835,3
570
+0.1667,0.03498,3
571
+0.16333,0.03835,3
572
+0.15323,0.03835,3
573
+0.1465,0.06192,3
574
+0.14987,0.04845,3
575
+0.23067,0.05182,4
576
+0.23404,0.05182,4
577
+0.24077,0.05182,4
578
+0.25424,0.05182,4
579
+0.27444,0.05182,4
580
+0.29128,0.05182,4
581
+0.31148,0.05182,4
582
+0.32495,0.05182,4
583
+0.33505,0.05182,4
584
+0.23404,0.04172,4
585
+0.23404,0.04508,4
586
+0.25088,0.04845,4
587
+0.26771,0.04845,4
588
+0.28118,0.04845,4
589
+0.28791,0.04845,4
590
+0.31822,0.04508,4
591
+0.29801,0.04845,4
592
+0.30475,0.04845,4
593
+0.29128,0.04172,4
594
+0.27108,0.04172,4
595
+0.25424,0.04508,4
596
+0.24077,0.04508,4
597
+0.24077,0.03835,4
598
+0.25424,0.03835,4
599
+0.26098,0.03835,4
600
+0.28118,0.03835,4
601
+0.28455,0.03835,4
602
+0.32495,0.03835,4
603
+0.33505,0.04508,4
604
+0.31485,0.04172,4
605
+0.30138,0.04172,4
606
+0.29465,0.03835,4
607
+0.33168,0.04508,4
608
+0.30475,0.03835,4
609
+0.26098,0.05182,4
610
+0.26434,0.04508,4
611
+0.28118,0.04508,4
612
+0.31822,0.04508,4
613
+0.31822,0.04508,4
614
+0.26434,0.04508,4
615
+0.24077,0.04508,4
616
+0.26771,0.04845,4
617
+0.29801,0.04845,4
618
+0.32158,0.04508,4
619
+0.32495,0.04508,4
620
+0.29801,0.04845,4
621
+0.29465,0.04845,4
622
+0.32158,0.04172,4
623
+0.24414,0.04172,4
624
+0.23067,0.04845,4
625
+0.22394,0.04508,4
626
+0.22731,0.03835,4
627
+0.22731,0.03835,4
628
+0.33168,0.04172,4
629
+0.33842,0.04172,4
630
+0.33842,0.04845,4
631
+0.24751,0.06192,5
632
+0.25424,0.06192,5
633
+0.28455,0.06192,5
634
+0.30138,0.06192,5
635
+0.31822,0.05855,5
636
+0.31148,0.06192,5
637
+0.29801,0.06192,5
638
+0.27781,0.06192,5
639
+0.25424,0.06529,5
640
+0.26098,0.07202,5
641
+0.27444,0.07202,5
642
+0.29801,0.07202,5
643
+0.30811,0.07202,5
644
+0.28791,0.07202,5
645
+0.27444,0.07202,5
646
+0.26771,0.06529,5
647
+0.28455,0.06529,5
648
+0.30811,0.07202,5
649
+0.30138,0.07202,5
650
+0.27781,0.06865,5
651
+0.27108,0.06865,5
652
+0.26434,0.06865,5
653
+0.25761,0.06865,5
654
+0.27108,0.06865,5
655
+0.28791,0.06865,5
656
+0.29465,0.06865,5
657
+0.30138,0.06865,5
658
+0.30811,0.06865,5
659
+0.29801,0.06865,5
660
+0.30138,0.06529,5
661
+0.29128,0.06529,5
662
+0.28118,0.06529,5
663
+0.27108,0.06865,5
664
+0.26098,0.06865,5
665
+0.25088,0.06865,5
666
+0.25088,0.06865,5
667
+0.26434,0.06865,5
668
+0.27781,0.06865,5
669
+0.29465,0.06865,5
670
+0.29465,0.06865,5
671
+0.27781,0.06865,5
672
+0.26098,0.06865,5
673
+0.25761,0.06529,5
674
+0.26098,0.06529,5
675
+0.26434,0.06529,5
676
+0.27781,0.06865,5
677
+0.27108,0.06192,5
678
+0.27444,0.06192,5
679
+0.27444,0.06529,5
680
+0.26434,0.06192,5
681
+0.25761,0.06192,5
682
+0.29128,0.07875,5
683
+0.28455,0.07875,5
684
+0.28455,0.07875,5
685
+0.26434,0.07202,5
686
+0.27108,0.07202,5
687
+0.28118,0.08212,5
688
+0.27108,0.07875,5
689
+0.26771,0.07875,5
690
+0.29465,0.07875,5
691
+0.29465,0.07875,5
692
+0.28118,0.07202,5
693
+0.28118,0.07875,5
694
+0.27444,0.07539,5
695
+0.26771,0.07539,5
696
+0.28118,0.07875,5
697
+0.29801,0.07539,5
698
+0.30138,0.07539,5
699
+0.29128,0.07539,5
700
+0.28455,0.07539,5
701
+0.28455,0.07539,5
702
+0.27444,0.07875,5
703
+0.30475,0.06865,5
704
+0.31485,0.06865,5
705
+0.31148,0.06192,5
706
+0.30138,0.06529,5
707
+0.29801,0.06529,5
708
+0.29128,0.06529,5
709
+0.29128,0.06529,5
710
+0.27781,0.06529,5
711
+0.29128,0.06529,5
712
+0.30138,0.06529,5
713
+0.31148,0.06529,5
714
+0.31822,0.06529,5
715
+0.25088,0.06865,5
716
+0.25761,0.06865,5
717
+0.26434,0.07539,5
718
+0.28455,0.07202,5
719
+0.25424,0.06865,5
720
+0.29128,0.06529,5
721
+0.30475,0.06529,5
722
+0.31148,0.06529,5
723
+0.24077,0.06192,5
724
+0.23741,0.06192,5
725
+0.24414,0.06865,5
726
+0.25088,0.06865,5
727
+0.24414,0.06529,5
728
+0.25088,0.07202,5
729
+0.25424,0.07539,5
730
+0.26098,0.07875,5
731
+0.23741,0.06529,5
732
+0.23404,0.05855,5
733
+0.23067,0.05519,5
734
+0.24414,0.06529,5
735
+0.25088,0.07539,5
736
+0.28118,0.07875,5
737
+0.30138,0.07875,5
738
+0.31148,0.07875,5
739
+0.31822,0.07875,5
740
+0.32495,0.06529,5
741
+0.31822,0.07202,5
742
+0.31148,0.07875,5
743
+0.32158,0.07539,5
744
+0.32158,0.07202,5
745
+0.32158,0.07202,5
746
+0.31148,0.08212,5
747
+0.29465,0.08212,5
748
+0.27108,0.08549,5
749
+0.28118,0.08549,5
750
+0.28791,0.08549,5
751
+0.29465,0.08549,5
752
+0.29801,0.08549,5
753
+0.30138,0.08212,5
754
+0.28455,0.08212,5
755
+0.26098,0.07875,5
756
+0.26098,0.07875,5
757
+0.26771,0.08549,5
758
+0.29465,0.09222,5
759
+0.33505,0.06865,5
760
+0.32832,0.06529,5
761
+0.33168,0.06529,5
762
+0.32832,0.06865,5
763
+0.31822,0.07539,5
764
+0.31148,0.07539,5
765
+0.32158,0.07539,5
766
+0.24751,0.02825,6
767
+0.25761,0.03162,6
768
+0.27108,0.03162,6
769
+0.27781,0.03162,6
770
+0.29801,0.03162,6
771
+0.28791,0.03162,6
772
+0.30811,0.03162,6
773
+0.31822,0.03162,6
774
+0.31822,0.02825,6
775
+0.31485,0.02825,6
776
+0.30138,0.02825,6
777
+0.28791,0.02825,6
778
+0.28118,0.02825,6
779
+0.27108,0.02825,6
780
+0.26098,0.02825,6
781
+0.24751,0.02825,6
782
+0.25424,0.02825,6
783
+0.26098,0.02825,6
784
+0.26098,0.02825,6
785
+0.26098,0.02825,6
786
+0.26098,0.02825,6
787
+0.26434,0.02825,6
788
+0.26434,0.02825,6
789
+0.27108,0.02825,6
790
+0.27781,0.02825,6
791
+0.28118,0.02825,6
792
+0.29465,0.02825,6
793
+0.29465,0.02825,6
794
+0.30475,0.02825,6
795
+0.30475,0.02825,6
796
+0.30811,0.02825,6
797
+0.31148,0.02825,6
798
+0.30138,0.02825,6
799
+0.28455,0.02825,6
800
+0.27108,0.02825,6
801
+0.26098,0.02825,6
802
+0.24751,0.02825,6
803
+0.24751,0.02825,6
804
+0.24751,0.02825,6
805
+0.25424,0.02825,6
806
+0.26434,0.02825,6
807
+0.27444,0.02825,6
808
+0.29128,0.02825,6
809
+0.29465,0.02825,6
810
+0.30811,0.02825,6
811
+0.31822,0.02488,6
812
+0.30475,0.02825,6
813
+0.29128,0.02825,6
814
+0.27108,0.02488,6
815
+0.25761,0.02488,6
816
+0.24751,0.02488,6
817
+0.25761,0.02488,6
818
+0.26434,0.02488,6
819
+0.27108,0.02488,6
820
+0.27781,0.02152,6
821
+0.29128,0.02152,6
822
+0.30138,0.02152,6
823
+0.30475,0.02152,6
824
+0.30811,0.02488,6
825
+0.28791,0.02488,6
826
+0.28791,0.02488,6
827
+0.29465,0.02488,6
828
+0.28455,0.02488,6
829
+0.27444,0.02152,6
830
+0.27108,0.02152,6
831
+0.25424,0.02152,6
832
+0.26098,0.02152,6
833
+0.26771,0.02152,6
834
+0.27444,0.02152,6
835
+0.28455,0.02152,6
836
+0.29465,0.01815,6
837
+0.28791,0.01478,6
838
+0.28118,0.01141,6
839
+0.28118,0.01815,6
840
+0.27781,0.01815,6
841
+0.26771,0.01815,6
842
+0.26098,0.01815,6
843
+0.26098,0.01815,6
844
+0.25424,0.01815,6
845
+0.27108,0.01141,6
846
+0.27781,0.01478,6
847
+0.26771,0.01141,6
848
+0.26098,0.01141,6
849
+0.26098,0.01478,6
850
+0.26771,0.01141,6
851
+0.26771,0.01478,6
852
+0.28118,0.01478,6
853
+0.28455,0.01141,6
854
+0.29465,0.01141,6
855
+0.31822,0.02488,6
856
+0.30811,0.02488,6
857
+0.30475,0.02152,6
858
+0.29465,0.01815,6
859
+0.28791,0.01478,6
860
+0.27781,0.01478,6
861
+0.27444,0.01478,6
862
+0.26098,0.01478,6
863
+0.25761,0.02488,6
864
+0.24414,0.02825,6
865
+0.24077,0.03162,6
866
+0.25088,0.03162,6
867
+0.28118,0.02825,6
868
+0.29128,0.02825,6
869
+0.28455,0.02152,6
870
+0.27781,0.01141,6
871
+0.26434,0.01141,6
872
+0.26434,0.01141,6
873
+0.27108,0.00805,6
874
+0.28455,0.00805,6
875
+0.27781,0.00805,6
876
+0.29801,0.02152,6
877
+0.28118,0.02152,6
878
+0.25424,0.02152,6
879
+0.30138,0.01815,6
880
+0.31148,0.02152,6
881
+0.29465,0.01478,6
882
+0.28455,0.01141,6
883
+0.29801,0.01141,6
884
+0.30138,0.01478,6
885
+0.30475,0.01478,6
886
+0.31148,0.02488,6
887
+0.26434,0.02825,6
888
+0.28791,0.01478,6
889
+0.28791,0.02152,6
890
+0.30811,0.02152,6
891
+0.33505,0.03162,6
892
+0.32832,0.02488,6
893
+0.31822,0.01815,6
894
+0.31148,0.01478,6
895
+0.30138,0.01141,6
896
+0.31148,0.02152,6
897
+0.32495,0.02488,6
898
+0.31485,0.02825,6
899
+0.32158,0.02825,6
900
+0.33168,0.03162,6
901
+0.32495,0.03162,6
902
+0.33168,0.03162,6
903
+0.31822,0.02152,6
904
+0.31148,0.02152,6
905
+0.30138,0.01815,6
906
+0.30475,0.01815,6
907
+0.31148,0.01815,6
908
+0.32158,0.02488,6
909
+0.33168,0.03498,6
910
+0.30475,0.02152,6
911
+0.28791,0.01478,6
912
+0.29128,0.01815,6
913
+0.28118,0.01815,6
914
+0.28791,0.00805,6
915
+0.29465,0.00805,6
916
+0.29128,0.01478,6

+ 496
- 0
artificial/ds4c2sc8.arff View File

@@ -0,0 +1,496 @@
1
+@RELATION ds4c2sc8
2
+%
3
+% Katti Faceli, Tiemi C. Sakata, Marcilio C. P. de Souto, and Andr\&\#233; C. P. L. F. de Carvalho. 2010. 
4
+% Partitions selection strategy for set of clustering solutions. Neurocomput. 73, 16-18 (October 2010), 
5
+% 2809-2819. DOI=10.1016/j.neucom.2010.03.028 http://dx.doi.org/10.1016/j.neucom.2010.03.028
6
+%
7
+@ATTRIBUTE x REAL
8
+@ATTRIBUTE y REAL
9
+@ATTRIBUTE class {1,2,3,4,5,6,7,8}
10
+
11
+@DATA
12
+0.28283,0.88552,1
13
+0.27609,0.86195,1
14
+0.27273,0.84512,1
15
+0.27273,0.82492,1
16
+0.27273,0.78451,1
17
+0.26936,0.81145,1
18
+0.27609,0.76094,1
19
+0.2963,0.77778,1
20
+0.29966,0.81818,1
21
+0.30303,0.86869,1
22
+0.28956,0.85185,1
23
+0.2862,0.81481,1
24
+0.2862,0.78114,1
25
+0.2862,0.79461,1
26
+0.30303,0.83838,1
27
+0.28956,0.75758,1
28
+0.28956,0.73064,1
29
+0.27946,0.74074,1
30
+0.26936,0.76768,1
31
+0.3064,0.77778,1
32
+0.2963,0.74747,1
33
+0.30303,0.80135,1
34
+0.30976,0.84848,1
35
+0.29966,0.85522,1
36
+0.2963,0.87205,1
37
+0.30976,0.76094,1
38
+0.3165,0.79461,1
39
+0.3165,0.83165,1
40
+0.31313,0.73064,1
41
+0.3064,0.74074,1
42
+0.29293,0.72391,1
43
+0.28283,0.71044,1
44
+0.28283,0.73064,1
45
+0.27609,0.75084,1
46
+0.27609,0.72054,1
47
+0.30303,0.72054,1
48
+0.26936,0.74747,1
49
+0.2963,0.70707,1
50
+0.2862,0.83502,1
51
+0.28283,0.86869,1
52
+0.28956,0.69697,2
53
+0.27609,0.6835,2
54
+0.27609,0.6734,2
55
+0.28283,0.69024,2
56
+0.29966,0.67677,2
57
+0.29293,0.6835,2
58
+0.2862,0.6734,2
59
+0.2862,0.64983,2
60
+0.29966,0.68013,2
61
+0.30303,0.65657,2
62
+0.30303,0.633,2
63
+0.30303,0.60269,2
64
+0.29966,0.57239,2
65
+0.3064,0.60269,2
66
+0.31313,0.64646,2
67
+0.30976,0.67677,2
68
+0.30976,0.63973,2
69
+0.28956,0.62626,2
70
+0.29966,0.64646,2
71
+0.2862,0.65993,2
72
+0.27946,0.633,2
73
+0.28283,0.61616,2
74
+0.28283,0.60269,2
75
+0.29293,0.61279,2
76
+0.31313,0.6229,2
77
+0.3064,0.6229,2
78
+0.29293,0.58586,2
79
+0.29293,0.56566,2
80
+0.2862,0.57912,2
81
+0.3064,0.56229,2
82
+0.31313,0.58923,2
83
+0.31313,0.59596,2
84
+0.3165,0.60943,2
85
+0.29966,0.61279,2
86
+0.30303,0.66667,2
87
+0.27609,0.6633,2
88
+0.26936,0.633,2
89
+0.27273,0.64983,2
90
+0.29966,0.69697,2
91
+0.2862,0.58923,2
92
+0.26936,0.61953,2
93
+0.27609,0.60943,2
94
+0.30303,0.59259,2
95
+0.31313,0.57912,2
96
+0.29293,0.59933,2
97
+0.3165,0.65657,2
98
+0.3266,0.62963,2
99
+0.3266,0.60606,2
100
+0.32323,0.6532,2
101
+0.3266,0.63973,2
102
+0.3468,0.6229,2
103
+0.27609,0.59259,2
104
+0.3165,0.71717,2
105
+0.3367,0.6835,2
106
+0.3266,0.6734,2
107
+0.29966,0.6835,2
108
+0.29966,0.6532,2
109
+0.29966,0.63973,2
110
+0.28956,0.6633,2
111
+0.27946,0.6633,2
112
+0.27946,0.63636,2
113
+0.28956,0.60943,2
114
+0.28956,0.62963,2
115
+0.28956,0.6431,2
116
+0.29293,0.68687,2
117
+0.2862,0.68687,2
118
+0.28283,0.6532,2
119
+0.2862,0.61953,2
120
+0.29966,0.633,2
121
+0.29293,0.68013,2
122
+0.30303,0.69697,2
123
+0.28956,0.64646,2
124
+0.28956,0.6229,2
125
+0.27609,0.62626,2
126
+0.27609,0.6431,2
127
+0.3064,0.61279,2
128
+0.29966,0.6229,2
129
+0.27609,0.67003,2
130
+0.27946,0.6835,2
131
+0.28283,0.6431,2
132
+0.2862,0.61616,2
133
+0.28956,0.59933,2
134
+0.29293,0.55219,3
135
+0.31313,0.55219,3
136
+0.2862,0.56229,3
137
+0.2862,0.53199,3
138
+0.27946,0.53535,3
139
+0.2862,0.51515,3
140
+0.28283,0.49832,3
141
+0.28283,0.47811,3
142
+0.29293,0.45455,3
143
+0.30303,0.49495,3
144
+0.29293,0.52862,3
145
+0.30976,0.53535,3
146
+0.3064,0.50842,3
147
+0.31987,0.47811,3
148
+0.30303,0.47811,3
149
+0.2963,0.48148,3
150
+0.28283,0.46465,3
151
+0.2862,0.51515,3
152
+0.30976,0.54209,3
153
+0.3165,0.52525,3
154
+0.29966,0.50842,3
155
+0.29966,0.51852,3
156
+0.29966,0.53535,3
157
+0.29293,0.50505,3
158
+0.30976,0.46801,3
159
+0.29966,0.43771,3
160
+0.30303,0.44781,3
161
+0.31987,0.47138,3
162
+0.31987,0.50505,3
163
+0.32323,0.53535,3
164
+0.3266,0.47811,3
165
+0.31987,0.43771,3
166
+0.30976,0.42088,3
167
+0.3064,0.46128,3
168
+0.30303,0.46465,3
169
+0.28956,0.41751,3
170
+0.28283,0.44444,3
171
+0.3165,0.47138,3
172
+0.33333,0.45791,3
173
+0.31987,0.45455,3
174
+0.30303,0.41751,3
175
+0.35354,0.57239,3
176
+0.33333,0.55556,3
177
+0.31987,0.52189,3
178
+0.2862,0.48485,3
179
+0.27946,0.51515,3
180
+0.2963,0.46128,3
181
+0.31313,0.48822,3
182
+0.33333,0.53199,3
183
+0.35017,0.54545,3
184
+0.30303,0.42761,3
185
+0.32997,0.43434,3
186
+0.34343,0.67677,4
187
+0.33333,0.68687,4
188
+0.34343,0.69697,4
189
+0.36027,0.7138,4
190
+0.34343,0.66667,4
191
+0.36027,0.6633,4
192
+0.38047,0.67677,4
193
+0.38384,0.71044,4
194
+0.367,0.71044,4
195
+0.3569,0.68687,4
196
+0.36027,0.6835,4
197
+0.367,0.6936,4
198
+0.367,0.7037,4
199
+0.35354,0.7037,4
200
+0.39057,0.70034,4
201
+0.38047,0.6835,4
202
+0.367,0.6734,4
203
+0.35017,0.6532,4
204
+0.34343,0.65993,4
205
+0.3771,0.66667,4
206
+0.38721,0.69024,4
207
+0.37374,0.70707,4
208
+0.34343,0.70707,4
209
+0.32997,0.7037,4
210
+0.32997,0.65657,4
211
+0.3468,0.6633,4
212
+0.38047,0.66667,4
213
+0.39394,0.6835,4
214
+0.35354,0.6835,4
215
+0.36027,0.69697,4
216
+0.32323,0.6936,4
217
+0.3266,0.6633,4
218
+0.36027,0.6532,4
219
+0.38047,0.65657,4
220
+0.39394,0.67677,4
221
+0.3771,0.69697,4
222
+0.3569,0.67677,4
223
+0.37037,0.6835,4
224
+0.35017,0.66667,4
225
+0.35017,0.68013,4
226
+0.35017,0.69697,4
227
+0.33333,0.69697,4
228
+0.33333,0.68687,4
229
+0.33333,0.67677,4
230
+0.3367,0.6835,4
231
+0.3367,0.6936,4
232
+0.36364,0.6936,4
233
+0.39057,0.69024,4
234
+0.38047,0.6734,4
235
+0.36364,0.6734,4
236
+0.36364,0.6633,4
237
+0.36027,0.68013,4
238
+0.34343,0.69024,4
239
+0.3569,0.62963,5
240
+0.3468,0.62963,5
241
+0.34343,0.60269,5
242
+0.36027,0.60606,5
243
+0.3367,0.61279,5
244
+0.34007,0.63636,5
245
+0.36027,0.63636,5
246
+0.3569,0.61953,5
247
+0.37037,0.6229,5
248
+0.38047,0.63973,5
249
+0.3468,0.61616,5
250
+0.34007,0.59596,5
251
+0.37037,0.59596,5
252
+0.38384,0.60943,5
253
+0.38384,0.61953,5
254
+0.37374,0.63636,5
255
+0.3468,0.6229,5
256
+0.3569,0.60606,5
257
+0.37374,0.60943,5
258
+0.3771,0.62963,5
259
+0.36027,0.63973,5
260
+0.3367,0.63636,5
261
+0.3367,0.61953,5
262
+0.33333,0.60606,5
263
+0.3468,0.59933,5
264
+0.3569,0.59933,5
265
+0.38384,0.59933,5
266
+0.38721,0.62626,5
267
+0.38721,0.63973,5
268
+0.3468,0.63636,5
269
+0.3367,0.6229,5
270
+0.34007,0.60269,5
271
+0.34343,0.59933,5
272
+0.36364,0.61953,5
273
+0.367,0.63636,5
274
+0.33333,0.6229,5
275
+0.35017,0.633,5
276
+0.3569,0.60606,5
277
+0.37037,0.61279,5
278
+0.34343,0.61279,5
279
+0.33333,0.6229,5
280
+0.33333,0.633,5
281
+0.3367,0.63636,5
282
+0.38384,0.63636,5
283
+0.37037,0.61953,5
284
+0.32997,0.61953,5
285
+0.3266,0.62963,5
286
+0.32997,0.61279,5
287
+0.36027,0.61279,5
288
+0.367,0.60943,5
289
+0.36364,0.63973,5
290
+0.35017,0.6431,5
291
+0.32997,0.6431,5
292
+0.35354,0.6229,5
293
+0.38047,0.62963,5
294
+0.38047,0.60943,5
295
+0.3468,0.59933,5
296
+0.3367,0.59933,5
297
+0.3569,0.61953,5
298
+0.3367,0.61953,5
299
+0.35017,0.62626,5
300
+0.37037,0.62626,5
301
+0.367,0.6431,5
302
+0.35017,0.6431,5
303
+0.35017,0.61953,5
304
+0.37374,0.61616,5
305
+0.35354,0.63973,5
306
+0.34007,0.6431,5
307
+0.34007,0.62963,5
308
+0.3367,0.57912,6
309
+0.32997,0.55556,6
310
+0.34343,0.54545,6
311
+0.367,0.54209,6
312
+0.39731,0.56229,6
313
+0.38047,0.57912,6
314
+0.35354,0.58586,6
315
+0.32997,0.57912,6
316
+0.32997,0.55892,6
317
+0.32323,0.57239,6
318
+0.33333,0.57239,6
319
+0.3367,0.55892,6
320
+0.35354,0.55892,6
321
+0.3771,0.55892,6
322
+0.367,0.57576,6
323
+0.34343,0.57576,6
324
+0.3569,0.56566,6
325
+0.34343,0.54882,6
326
+0.36364,0.55556,6
327
+0.37374,0.55556,6
328
+0.38047,0.54882,6
329
+0.39057,0.56566,6
330
+0.37374,0.57912,6
331
+0.34343,0.57239,6
332
+0.35354,0.55556,6
333
+0.35354,0.54545,6
334
+0.33333,0.55892,6
335
+0.37037,0.55556,6
336
+0.3771,0.56566,6
337
+0.37374,0.57912,6
338
+0.35017,0.57912,6
339
+0.33333,0.57576,6
340
+0.34007,0.55892,6
341
+0.36027,0.53199,6
342
+0.3771,0.54882,6
343
+0.38384,0.55556,6
344
+0.38384,0.57576,6
345
+0.36027,0.55219,6
346
+0.34343,0.54209,6
347
+0.34007,0.55219,6
348
+0.34007,0.56566,6
349
+0.33333,0.56229,6
350
+0.3771,0.56902,6
351
+0.35017,0.53535,6
352
+0.38047,0.53535,6
353
+0.38384,0.55219,6
354
+0.39057,0.57576,6
355
+0.3569,0.57239,6
356
+0.33333,0.54209,6
357
+0.37037,0.57239,6
358
+0.36027,0.56902,6
359
+0.35017,0.57576,6
360
+0.35354,0.55892,6
361
+0.35017,0.54545,6
362
+0.34343,0.53199,6
363
+0.36027,0.54882,6
364
+0.3569,0.56566,6
365
+0.3468,0.56566,6
366
+0.35354,0.55892,6
367
+0.37037,0.57912,6
368
+0.36364,0.54882,6
369
+0.3569,0.53535,6
370
+0.35017,0.57239,6
371
+0.3569,0.58586,6
372
+0.367,0.58249,6
373
+0.3569,0.58249,6
374
+0.3569,0.58249,6
375
+0.36027,0.56902,6
376
+0.36027,0.54545,6
377
+0.3367,0.54209,6
378
+0.40067,0.73401,7
379
+0.39731,0.71717,7
380
+0.40067,0.70034,7
381
+0.41077,0.69697,7
382
+0.44781,0.7037,7
383
+0.44781,0.71717,7
384
+0.43098,0.74074,7
385
+0.41751,0.74074,7
386
+0.41751,0.72391,7
387
+0.42424,0.71717,7
388
+0.43771,0.7138,7
389
+0.43771,0.73064,7
390
+0.38047,0.73737,7
391
+0.39057,0.75421,7
392
+0.40741,0.76094,7
393
+0.43434,0.75758,7
394
+0.41077,0.75084,7
395
+0.38047,0.74074,7
396
+0.38384,0.72727,7
397
+0.39731,0.74747,7
398
+0.42761,0.69024,7
399
+0.42088,0.69697,7
400
+0.44108,0.6936,7
401
+0.41751,0.68687,7
402
+0.45118,0.73737,7
403
+0.44444,0.74411,7
404
+0.41414,0.71044,7
405
+0.43771,0.70707,7
406
+0.40741,0.72727,7
407
+0.41414,0.73737,7
408
+0.39731,0.73737,7
409
+0.39731,0.74411,7
410
+0.41414,0.74411,7
411
+0.42424,0.75421,7
412
+0.41414,0.75421,7
413
+0.43771,0.73401,7
414
+0.43434,0.72391,7
415
+0.42424,0.72391,7
416
+0.40741,0.72727,7
417
+0.39057,0.73737,7
418
+0.39394,0.72727,7
419
+0.40067,0.71717,7
420
+0.41751,0.71044,7
421
+0.42761,0.71044,7
422
+0.41414,0.71044,7
423
+0.40404,0.71044,7
424
+0.40067,0.73401,7
425
+0.42088,0.74411,7
426
+0.43771,0.74411,7
427
+0.44108,0.73064,7
428
+0.42088,0.73737,7
429
+0.43434,0.73737,7
430
+0.41751,0.72391,7
431
+0.41414,0.73401,7
432
+0.42088,0.70707,7
433
+0.41751,0.6936,7
434
+0.41414,0.70034,7
435
+0.43434,0.70034,7
436
+0.44108,0.73737,7
437
+0.39394,0.72727,7
438
+0.39394,0.72054,7
439
+0.41751,0.71717,7
440
+0.39731,0.54209,8
441
+0.3771,0.53199,8
442
+0.3771,0.51178,8
443
+0.41077,0.49832,8
444
+0.44444,0.50505,8
445
+0.43771,0.53535,8
446
+0.42088,0.54882,8
447
+0.38384,0.53535,8
448
+0.38384,0.50505,8
449
+0.38721,0.49158,8
450
+0.41751,0.49158,8
451
+0.43434,0.50842,8
452
+0.42088,0.53199,8
453
+0.41077,0.53199,8
454
+0.39057,0.53199,8
455
+0.39057,0.51515,8
456
+0.42424,0.51515,8
457
+0.40404,0.51515,8
458
+0.41414,0.50168,8
459
+0.40404,0.52189,8
460
+0.42088,0.52189,8
461
+0.40067,0.49832,8
462
+0.40067,0.48822,8
463
+0.40067,0.51178,8
464
+0.41751,0.48822,8
465
+0.44444,0.51852,8
466
+0.43098,0.55219,8
467
+0.43434,0.49495,8
468
+0.43771,0.52525,8
469
+0.43098,0.53872,8
470
+0.44781,0.52189,8
471
+0.43771,0.54882,8
472
+0.38047,0.52189,8
473
+0.42424,0.54209,8
474
+0.40741,0.53199,8
475
+0.39731,0.50505,8
476
+0.43434,0.49832,8
477
+0.42088,0.51178,8
478
+0.42424,0.53535,8
479
+0.40741,0.53872,8
480
+0.38384,0.51515,8
481
+0.42761,0.50842,8
482
+0.42088,0.50505,8
483
+0.40741,0.50505,8
484
+0.45791,0.53199,8
485
+0.43098,0.53199,8
486
+0.40741,0.51515,8
487
+0.40741,0.53199,8
488
+0.39731,0.52862,8
489
+0.40404,0.51515,8
490
+0.42761,0.51515,8
491
+0.42761,0.52525,8
492
+0.41414,0.52525,8
493
+0.41414,0.50505,8
494
+0.40404,0.49495,8
495
+0.44108,0.51515,8
496
+0.41414,0.52525,8

+ 523
- 0
artificial/elliptical_10_2.arff View File

@@ -0,0 +1,523 @@
1
+% Data_10_2 or AD_10_2: This data is in 2-d space, and has 10 clusters.  The total number of  points is 500.
2
+%
3
+% If you use this data, please quote the following references:
4
+%
5
+% S. Bandyopadhyay and U. Maulik, ``Nonparametric genetic clustering: Comparison validity indices'',
6
+% IEEE Transactions on Systems, Man and Cybernetics, Part C, vol. 31, no. 1, pp. 120-125, 2001
7
+%
8
+% S. Bandyopadhyay and U. Maulik, ``Genetic Clustering for Automatic Evolution
9
+% of Clusters and Application to Image Classification'',  Pattern Recognition, vol.35,
10
+% pp. 1197-1208, 2002
11
+%
12
+% S. Bandyopadhyay and S. K. Pal, ``Classification and Learning Using Genetic
13
+% Algorithms: Applications in Bioinformatics and Web Intelligence", Springer,
14
+% Heidelberg, 2007
15
+% 
16
+% source: http://www.isical.ac.in/~sanghami/data.html
17
+@RELATION elliptical_10_2
18
+
19
+@ATTRIBUTE x REAL
20
+@ATTRIBUTE y REAL
21
+@ATTRIBUTE class {0,1,2,3,4,5,6,7,8,9}
22
+
23
+@DATA
24
+3.51,8.23,4
25
+1.15,7.98,4
26
+0.36,9.5,4
27
+0.75,8.45,4
28
+0.73,8.27,4
29
+-0.1,7.94,4
30
+-0.18,6.3,4
31
+3.26,6.88,4
32
+-0.88,7.83,4
33
+-1.9,7.67,4
34
+2.69,8.71,4
35
+-0.27,8.91,4
36
+2.44,9.5,4
37
+-1.01,8.5,4
38
+-0.89,9.21,4
39
+3.21,7.17,4
40
+1.35,7.64,4
41
+-0.03,8.47,4
42
+3.28,7.86,4
43
+-0.01,7.68,4
44
+3.19,8.95,4
45
+-0.54,8.18,4
46
+0.39,7.13,4
47
+2.75,9.17,4
48
+0.08,7.1,4
49
+-0.42,7.61,4
50
+-1.24,7.36,4
51
+-1.87,8.33,4
52
+-1.38,8.78,4
53
+-0.83,8.1,4
54
+0.64,6.72,4
55
+-0.15,6.55,4
56
+0.36,8.75,4
57
+-0.63,6.76,4
58
+1.37,7.87,4
59
+-1.7,8.83,4
60
+2.58,8.09,4
61
+0.18,7.66,4
62
+-1.26,7.62,4
63
+1.37,9.06,4
64
+-0.09,6.72,4
65
+2.72,8.73,4
66
+-0.03,9.43,4
67
+2.38,6.71,4
68
+-0.5,9.21,4
69
+-1.18,6.92,4
70
+-1.68,7.51,4
71
+0.17,9.49,4
72
+1.28,7.82,4
73
+0.31,6.54,4
74
+6.23,3.1,5
75
+6.77,4.38,5
76
+7.09,3.27,5
77
+2.45,4.39,5
78
+6.59,4.56,5
79
+4.22,2.94,5
80
+3.66,5.42,5
81
+2.96,5,5
82
+5.64,4.64,5
83
+3.12,5.01,5
84
+5.39,5.66,5
85
+3.84,5.67,5
86
+3.47,2.65,5
87
+6.53,3.05,5
88
+4.3,3.71,5
89
+3.38,4.3,5
90
+5.03,2.61,5
91
+5.23,5.38,5
92
+7.11,3.54,5
93
+2.55,3.35,5
94
+6.39,2.91,5
95
+5.97,4.79,5
96
+3.57,3.75,5
97
+2.96,3.88,5
98
+5.74,5.3,5
99
+3.13,5.29,5
100
+6.22,3.43,5
101
+4.95,3.88,5
102
+5.42,2.29,5
103
+3.42,3.83,5
104
+4.3,4.15,5
105
+2.97,3.89,5
106
+2.73,4.98,5
107
+4.12,3.66,5
108
+6.13,3.26,5
109
+4.91,2.3,5
110
+2.9,5.06,5
111
+2.35,3.55,5
112
+7.36,4.95,5
113
+5.71,2.66,5
114
+6.56,4.28,5
115
+3.65,5.28,5
116
+6.44,2.52,5
117
+3.1,2.9,5
118
+3.72,3.89,5
119
+3.77,3.29,5
120
+6.1,2.2,5
121
+3.9,3.49,5
122
+4.12,4.97,5
123
+3.8,3.71,5
124
+0.74,-5.26,6
125
+-0.22,-6.19,6
126
+-1.44,-6.59,6
127
+-1.81,-6.49,6
128
+0.54,-5.04,6
129
+-3.06,-7.39,6
130
+0.14,-6.69,6
131
+-1.81,-7.64,6
132
+-3.01,-5.02,6
133
+-3.8,-4.65,6
134
+-0.96,-5.37,6
135
+-1.51,-4.37,6
136
+-1.28,-7.34,6
137
+-4.64,-5.19,6
138
+-2.34,-7.03,6
139
+-4.69,-6.23,6
140
+0.09,-6.91,6
141
+-1.14,-6.33,6
142
+-1.91,-4.32,6
143
+-0.82,-4.39,6
144
+-4.51,-5.64,6
145
+-3.06,-4.23,6
146
+0.8,-6.32,6
147
+-1.87,-5.2,6
148
+-1.5,-6.57,6
149
+-0.79,-4.58,6
150
+-0.38,-5.96,6
151
+-4.15,-6.54,6
152
+-3.4,-7.2,6
153
+-0.32,-6.29,6
154
+-2.73,-4.26,6
155
+-3.34,-5.03,6
156
+0.1,-4.95,6
157
+-1.17,-4.98,6
158
+-2.93,-5.28,6
159
+-3.71,-6.66,6
160
+-0.27,-7.33,6
161
+-3.05,-7.13,6
162
+-3.03,-7.27,6
163
+-1.8,-7.12,6
164
+-2.04,-4.33,6
165
+-2.72,-4.49,6
166
+-3.25,-5.96,6
167
+-3.86,-7.34,6
168
+-0.34,-6.89,6
169
+0.28,-7.09,6
170
+-3.83,-7.1,6
171
+-2.24,-5.96,6
172
+-0.44,-7.1,6
173
+-3.06,-4.57,6
174
+0.57,1.59,2
175
+-1.1,0.14,2
176
+-0.46,-1.79,2
177
+2.72,-0.34,2
178
+0.97,-0.3,2
179
+0.45,-1.17,2
180
+-1.24,-0.78,2
181
+1.82,0.34,2
182
+0.86,1.69,2
183
+-0.76,-1.92,2
184
+0.26,-0.42,2
185
+1.93,-1.25,2
186
+0.45,0.1,2
187
+-2,0.1,2
188
+2.24,0.82,2
189
+-1.12,1.84,2
190
+1.67,0.82,2
191
+-0.64,-1.36,2
192
+-1.17,1.43,2
193
+0.24,-1.9,2
194
+1.26,-1.43,2
195
+-0.68,0.03,2
196
+-2.25,-1.11,2
197
+-0.6,-1.72,2
198
+1.25,0.68,2
199
+-0.71,-1.38,2
200
+0.61,-1.83,2
201
+-1.27,0.98,2
202
+-1.78,-0.14,2
203
+0.26,-1.05,2
204
+1.49,1.3,2
205
+-2.67,-0.53,2
206
+1.22,-1.52,2
207
+-0.76,1.62,2
208
+-0.26,-0.74,2
209
+-0.64,0.39,2
210
+2.66,0.22,2
211
+-0.62,-0.75,2
212
+1.75,0.4,2
213
+2.69,-0.21,2
214
+0.6,-1.84,2
215
+-0.19,1.94,2
216
+-2.72,0.76,2
217
+-2.34,0.73,2
218
+-0.08,-0.06,2
219
+-0.71,0.75,2
220
+1.62,0.3,2
221
+0.03,1.58,2
222
+-1.34,0.95,2
223
+-1.93,1.32,2
224
+8.4,0.95,1
225
+12.67,-0.43,1
226
+11.25,-1.81,1
227
+11.74,-0.54,1
228
+11.83,0.55,1
229
+10.2,-0.81,1
230
+8.66,-1.11,1
231
+9.32,-1.42,1
232
+10.37,-0.59,1
233
+9.23,0.43,1
234
+11.26,-1.32,1
235
+12.18,-0.46,1
236
+9.15,-1.48,1
237
+9.94,0.34,1
238
+11.77,-0.88,1
239
+11.81,0.31,1
240
+13.06,0.02,1
241
+12.45,-0.7,1
242
+10.91,-0.86,1
243
+8.85,-0.51,1
244
+10.34,0.15,1
245
+9.99,-0.31,1
246
+11.09,1.02,1
247
+13.07,1.08,1
248
+10.23,-1.75,1
249
+9.04,1.05,1
250
+12.25,-0.38,1
251
+9.91,0.62,1
252
+9.13,0.24,1
253
+11.69,0.28,1
254
+12.58,0.69,1
255
+9.23,-0.66,1
256
+10.49,-0.05,1
257
+12.34,-0.87,1
258
+8.89,0.78,1
259
+8.07,0.3,1
260
+12,0.8,1
261
+12.82,-1.32,1
262
+10.06,-0.04,1
263
+10.62,0.68,1
264
+9.72,0.32,1
265
+10.6,-1.34,1
266
+8.38,0.14,1
267
+12.29,0.89,1
268
+10.05,-1.03,1
269
+11.3,1.54,1
270
+10.07,0.98,1
271
+10.07,-1.09,1
272
+13.66,-0.87,1
273
+8.46,1.07,1
274
+-11.64,1.37,9
275
+-10.71,-0.95,9
276
+-12.22,0.62,9
277
+-10.64,0.57,9
278
+-10.93,0.41,9
279
+-11.43,0.62,9
280
+-13.04,1.65,9
281
+-9.74,-0.11,9
282
+-10.69,-1.03,9
283
+-10.95,-0.37,9
284
+-11.04,1.41,9
285
+-11.99,0.33,9
286
+-9.75,1.04,9
287
+-9.69,1.27,9
288
+-10.24,0.13,9
289
+-9.84,-0.18,9
290
+-11.56,-1.1,9
291
+-13.34,1.65,9
292
+-10.35,-1.05,9
293
+-11.92,1.42,9
294
+-13.35,-1.19,8
295
+-10.4,-0.58,9
296
+-11.87,-0.02,9
297
+-10.62,-1.66,9
298
+-10.73,-0.57,9
299
+-12.86,-0.97,8
300
+-10.38,-0.43,9
301
+-9.63,-1.21,9
302
+-12.67,1.68,9
303
+-10.83,0,9
304
+-11.1,0.29,9
305
+-9.78,-1.14,9
306
+-9.8,1.11,9
307
+-10.97,0.73,9
308
+-9.59,-0.87,9
309
+-12.25,1.35,9
310
+-11.72,-1.82,9
311
+-9.69,0.46,9
312
+-10.09,-1.03,9
313
+-12.67,-1.27,8
314
+-9.43,-0.86,9
315
+-12.62,0.78,9
316
+-10.74,0.53,9
317
+-10.74,-1.52,9
318
+-9.07,0.08,9
319
+-13.53,-0.73,8
320
+-10.37,-1.61,9
321
+-12.09,1.71,9
322
+-11.46,0.73,9
323
+-9.31,0.03,9
324
+7.18,9.04,3
325
+5.82,8.79,3
326
+6.97,11.86,3
327
+5.75,9.03,3
328
+6.76,9.48,3
329
+9.28,10.41,3
330
+8.22,11.69,3
331
+6.59,8.8,3
332
+8.38,8.71,3
333
+5.71,9.23,3
334
+9.12,10.29,3
335
+10.22,10.54,3
336
+6.78,10.07,3
337
+6.6,10.11,3
338
+8.04,8.51,3
339
+6.1,9.34,3
340
+10.67,9.58,3
341
+6.43,9.5,3
342
+5.38,9.55,3
343
+6.54,10.07,3
344
+5.82,10.07,3
345
+10.18,9.18,3
346
+5.36,10.12,3
347
+7.81,8.68,3
348
+5.62,9.1,3
349
+8.48,8.95,3
350
+7.79,10.12,3
351
+9.36,9.48,3
352
+8.27,9.74,3
353
+10,10.04,3
354
+5.5,10.49,3
355
+9.76,8.47,3
356
+7.58,11.9,3
357
+10.5,10.88,3
358
+10.23,9.9,3
359
+7.6,11.41,3
360
+6.87,9.26,3
361
+8.05,8.02,3
362
+6.38,11.31,3
363
+6.59,8.6,3
364
+5.89,9.83,3
365
+10.9,9.58,3
366
+10.84,10.42,3
367
+10.08,9.68,3
368
+8.17,10.86,3
369
+10.35,9.36,3
370
+6.01,9.17,3
371
+9.6,11.25,3
372
+6.51,9.79,3
373
+9.25,8.77,3
374
+12.4,3.31,0
375
+15.47,2.23,0
376
+15.06,1.62,0
377
+12.71,3.93,0
378
+17.59,2.61,0
379
+13.96,3.05,0
380
+17.51,2.37,0
381
+13.47,3.63,0
382
+16.56,3.13,0
383
+13.99,1.71,0
384
+17.04,1.81,0
385
+14.35,4.39,0
386
+16.72,3.98,0
387
+16.15,1.92,0
388
+17.87,2.99,0
389
+13.09,2.1,0
390
+17.26,2.16,0
391
+15.78,4.6,0
392
+13,2.13,0
393
+13.77,1.46,0
394
+14.89,2.92,0
395
+17.43,3.72,0
396
+17.77,2.69,0
397
+16.98,2.6,0
398
+17.39,3.18,0
399
+14.65,4.43,0
400
+12.7,3.55,0
401
+15.68,3.58,0
402
+13.03,2.59,0
403
+16.16,4.09,0
404
+13.04,2.97,0
405
+15.04,1.1,0
406
+13.68,3.41,0
407
+16.19,4.36,0
408
+16.9,3.12,0
409
+16.3,3.44,0
410
+14.04,4.03,0
411
+16.58,2.88,0
412
+16.22,4.05,0
413
+13.37,1.83,0
414
+13.34,1.34,0
415
+17,2.2,0
416
+16.35,3.61,0
417
+16.19,1.98,0
418
+13.54,4.16,0
419
+16.45,1.48,0
420
+16.57,2.9,0
421
+17.15,1.95,0
422
+16.5,3.1,0
423
+13.45,4.22,0
424
+-17.15,-1.94,8
425
+-15.84,-4.15,8
426
+-15.42,-1.77,8
427
+-15.88,-4.2,8
428
+-16.26,-3.35,8
429
+-13.71,-3.24,8
430
+-15.19,-1.71,8
431
+-17.64,-3.9,8
432
+-15.82,-3.47,8
433
+-13.85,-4.61,8
434
+-13.01,-3.64,8
435
+-15.98,-3.49,8
436
+-17.27,-4.29,8
437
+-15.09,-3.65,8
438
+-16.18,-2.44,8
439
+-16.13,-1.47,8
440
+-12.34,-2.87,8
441
+-14.55,-4.11,8
442
+-16.81,-3.41,8
443
+-15.8,-3.63,8
444
+-14.44,-1.84,8
445
+-17.78,-3.31,8
446
+-14.9,-4.27,8
447
+-17.2,-4.32,8
448
+-13.01,-3.99,8
449
+-13.74,-2.83,8
450
+-12.18,-2.92,8
451
+-14.23,-2.26,8
452
+-16.51,-3.37,8
453
+-13.42,-2.78,8
454
+-14.31,-2.18,8
455
+-13.63,-4.24,8
456
+-16.18,-3.5,8
457
+-14.46,-2.32,8
458
+-15.08,-4,8
459
+-16.1,-3.55,8
460
+-15.69,-1.1,8
461
+-17.39,-3.1,8
462
+-15.85,-1.94,8
463
+-15.74,-3.54,8
464
+-14.06,-1.3,8
465
+-15.92,-4.38,8
466
+-12.78,-2.33,8
467
+-13.12,-3.82,8
468
+-12.94,-3.46,8
469
+-17.66,-2.42,8
470
+-13.37,-1.88,8
471
+-14.38,-2.81,8
472
+-16.39,-2.04,8
473
+-13.94,-4.29,8
474
+-5.1,2.07,7
475
+-9.66,2.24,7
476
+-6.91,2.66,7
477
+-7.19,3.22,7
478
+-5.2,2.76,7
479
+-7.76,1.88,7
480
+-4.65,4.2,7
481
+-4.36,2.86,7
482
+-7.5,4.16,7
483
+-9.62,2.82,7
484
+-7.37,2.25,7
485
+-4.58,3.41,7
486
+-7.8,1.62,7
487
+-9.26,2.93,7
488
+-9.11,2.78,7
489
+-5.27,3.19,7
490
+-4.36,3.25,7
491
+-4.55,2.85,7
492
+-9.05,2.72,7
493
+-7.46,1.85,7
494
+-7.71,2.2,7
495
+-4.48,2.9,7
496
+-8.91,3.16,7
497
+-8.7,4.34,7
498
+-9.77,3.49,7
499
+-8.36,3.63,7
500
+-9.3,2.03,7
501
+-6.03,3.55,7
502
+-5.5,2.07,7
503
+-8.12,2.91,7
504
+-6.83,2.15,7
505
+-5.19,2.13,7
506
+-8.37,1.31,7
507
+-7.15,4.51,7
508
+-7.81,3.17,7
509
+-7.97,3.8,7
510
+-7.31,1.38,7
511
+-5.07,3.48,7
512
+-5.3,3.19,7
513
+-9.83,2.83,7
514
+-7.1,5,7
515
+-4.93,3,7
516
+-5.28,4.25,7
517
+-6.12,1.61,7
518
+-6.61,1.17,7
519
+-6.19,2.09,7
520
+-8.57,3.76,7
521
+-8.44,2.62,7
522
+-7.33,1.8,7
523
+-6.85,4.63,7

+ 2809
- 0
artificial/elly-2d10c13s.arff
File diff suppressed because it is too large
View File


+ 2809
- 0
artificial/elly.arff
File diff suppressed because it is too large
View File


+ 4115
- 0
artificial/engytime.arff
File diff suppressed because it is too large
View File


+ 250
- 0
artificial/flame.arff View File

@@ -0,0 +1,250 @@
1
+% Flame, N=240, M=2, D=2
2
+% Fu, L. and E. Medico, FLAME, a novel fuzzy clustering method for the analysis of DNA microarray data. BMC bioinformatics, 2007. 8(1): p. 3.
3
+%
4
+@RELATION flame
5
+
6
+@ATTRIBUTE x REAL
7
+@ATTRIBUTE y REAL
8
+@ATTRIBUTE class {1,2,3}
9
+
10
+@DATA
11
+1.85,27.8,1
12
+1.35,26.65,1
13
+1.4,23.25,2
14
+0.85,23.05,2
15
+0.5,22.35,2
16
+0.65,21.35,2
17
+1.1,22.05,2
18
+1.35,22.65,2
19
+1.95,22.8,2
20
+2.4,22.45,2
21
+1.8,22,2
22
+2.5,21.85,2
23
+2.95,21.4,2
24
+1.9,21.25,2
25
+1.35,21.45,2
26
+1.35,20.9,2
27
+1.25,20.35,2
28
+1.75,20.05,2
29
+2,20.6,2
30
+2.5,21,2
31
+1.7,19.05,2
32
+2.4,20.05,2
33
+3.05,20.45,2
34
+3.7,20.45,2
35
+3.45,19.9,2
36
+2.95,19.5,2
37
+2.4,19.4,2
38
+2.4,18.25,2
39
+2.85,18.75,2
40
+3.25,19.05,2
41
+3.95,19.6,2
42
+2.7,17.8,2
43
+3.45,18.05,2
44
+3.8,18.55,2
45
+4,19.1,2
46
+4.45,19.9,2
47
+4.65,19.15,2
48
+4.85,18.45,2
49
+4.3,18.05,2
50
+3.35,17.3,2
51
+3.7,16.3,2
52
+4.4,16.95,2
53
+4.25,17.4,2
54
+4.8,17.65,2
55
+5.25,18.25,2
56
+5.75,18.55,2
57
+5.3,19.25,2
58
+6.05,19.55,2
59
+6.5,18.9,2
60
+6.05,18.2,2
61
+5.6,17.8,2
62
+5.45,17.15,2
63
+5.05,16.55,2
64
+4.55,16.05,2
65
+4.95,15.45,2
66
+5.85,14.8,2
67
+5.6,15.3,2
68
+5.65,16,2
69
+5.95,16.8,2
70
+6.25,16.4,2
71
+6.1,17.45,2
72
+6.6,17.65,2
73
+6.65,18.3,2
74
+7.3,18.35,2
75
+7.85,18.3,2
76
+7.15,17.8,2
77
+7.6,17.7,2
78
+6.7,17.25,2
79
+7.3,17.25,2
80
+6.7,16.8,2
81
+7.3,16.65,2
82
+6.75,16.3,2
83
+7.4,16.2,2
84
+6.55,15.75,2
85
+7.35,15.8,2
86
+6.8,14.95,2
87
+7.45,15.1,2
88
+6.85,14.45,2
89
+7.6,14.6,2
90
+8.55,14.65,2
91
+8.2,15.5,2
92
+7.9,16.1,2
93
+8.05,16.5,2
94
+7.8,17,2
95
+8,17.45,2
96
+8.4,18.1,2
97
+8.65,17.75,2
98
+8.9,17.1,2
99
+8.4,17.1,2
100
+8.65,16.65,2
101
+8.45,16.05,2
102
+8.85,15.35,2
103
+9.6,15.3,2
104
+9.15,16,2
105
+10.2,16,2
106
+9.5,16.65,2
107
+10.75,16.6,2
108
+10.45,17.2,2
109
+9.85,17.1,2
110
+9.4,17.6,2
111
+10.15,17.7,2
112
+9.85,18.15,2
113
+9.05,18.25,2
114
+9.3,18.7,2
115
+9.15,19.15,2
116
+8.5,18.8,2
117
+11.65,17.45,2
118
+11.1,17.65,2
119
+10.4,18.25,2
120
+10,18.95,2
121
+11.95,18.25,2
122
+11.25,18.4,2
123
+10.6,18.9,2
124
+11.15,19,2
125
+11.9,18.85,2
126
+12.6,18.9,2
127
+11.8,19.45,2
128
+11.05,19.45,2
129
+10.3,19.4,2
130
+9.9,19.75,2
131
+10.45,20,2
132
+13.05,19.9,2
133
+12.5,19.75,2
134
+11.9,20.05,2
135
+11.2,20.25,2
136
+10.85,20.85,2
137
+11.4,21.25,2
138
+11.7,20.6,2
139
+12.3,20.45,2
140
+12.95,20.55,2
141
+12.55,20.95,2
142
+12.05,21.25,2
143
+11.75,22.1,2
144
+12.25,21.85,2
145
+12.8,21.5,2
146
+13.55,21,2
147
+13.6,21.6,2
148
+12.95,22,2
149
+12.5,22.25,2
150
+12.2,22.85,2
151
+12.7,23.35,2
152
+13,22.7,2
153
+13.55,22.2,2
154
+14.05,22.25,2
155
+14.2,23.05,2
156
+14.1,23.6,2
157
+13.5,22.8,2
158
+13.35,23.5,2
159
+13.3,24,2
160
+7.3,19.15,2
161
+7.95,19.35,2
162
+7.7,20.05,2
163
+6.75,19.9,2
164
+5.25,20.35,2
165
+6.15,20.7,1
166
+7,20.7,1
167
+7.6,21.2,1
168
+8.55,20.6,1
169
+9.35,20.5,1
170
+8.3,21.45,1
171
+7.9,21.6,1
172
+7.15,21.75,1
173
+6.7,21.3,1
174
+5.2,21.1,2
175
+6.2,21.95,1
176
+6.75,22.4,1
177
+6.15,22.5,1
178
+5.65,22.2,1
179
+4.65,22.55,1
180
+4.1,23.45,1
181
+5.35,22.8,1
182
+7.4,22.6,1
183
+7.75,22.1,1
184
+8.5,22.3,1
185
+9.3,22,1
186
+9.7,22.95,1
187
+8.8,22.95,1
188
+8.05,22.9,1
189
+7.6,23.15,1
190
+6.85,23,1
191
+6.2,23.25,1
192
+5.7,23.4,1
193
+5.1,23.55,1
194
+4.55,24.15,1
195
+5.5,24,1
196
+6.1,24.05,1
197
+6.5,23.6,1
198
+6.75,23.95,1
199
+7.3,23.75,1
200
+8.3,23.4,1
201
+8.9,23.7,1
202
+9.55,23.65,1
203
+10.35,24.1,1
204
+7.95,24.05,1
205
+3.95,24.4,1
206
+3.75,25.25,1
207
+3.9,25.95,1
208
+4.55,26.65,1
209
+5.25,26.75,1
210
+6.5,27.6,1
211
+7.45,27.6,1
212
+8.35,27.35,1
213
+9.25,27.2,1
214
+9.95,26.5,1
215
+10.55,25.6,1
216
+9.9,24.95,1
217
+9.2,24.5,1
218
+8.55,24.2,1
219
+8.8,24.8,1
220
+9.2,25.35,1
221
+9.55,26.05,1
222
+9.05,26.6,1
223
+8.8,25.8,1
224
+8.15,26.35,1
225
+8.05,25.8,1
226
+8.35,25.2,1
227
+7.9,25.3,1
228
+8.05,24.7,1
229
+7.3,24.4,1
230
+7.55,24.85,1
231
+6.85,24.45,1
232
+6.25,24.65,1
233
+5.55,24.5,1
234
+4.65,25.1,1
235
+5,25.55,1
236
+5.55,26.1,1
237
+5.55,25.25,1
238
+6.2,25.2,1
239
+6.8,25.05,1
240
+7.4,25.25,1
241
+6.65,25.45,1
242
+6.15,25.8,1
243
+6.5,26.1,1
244
+6.6,26.6,1
245
+7.7,26.65,1
246
+7.5,26.2,1
247
+7.5,25.65,1
248
+7.05,25.85,1
249
+6.9,27.15,1
250
+6.15,26.9,1

+ 1008
- 0
artificial/fourty.arff
File diff suppressed because it is too large
View File


+ 110
- 0
artificial/gaussians1.arff View File

@@ -0,0 +1,110 @@
1
+@relation gaussians1
2
+% %% generated two Gaussian clouds (R lang)
3
+% cl1 <- cbind(rnorm(100,0.2,0.05),rnorm(100,0.8,0.06))
4
+% cl2 <- cbind(rnorm(50,0.7,0.08),rnorm(50,0.3,0.05))
5
+%
6
+@ATTRIBUTE x REAL
7
+@ATTRIBUTE y REAL
8
+@ATTRIBUTE class {1,2}
9
+
10
+@data
11
+0.2295062133,0.8231317126,1
12
+0.2101823209,0.7710729392,1
13
+0.1710677122,0.857589455,1
14
+0.2182434214,0.9136487062,1
15
+0.2507282651,0.8073085602,1
16
+0.1994095722,0.7565814927,1
17
+0.1590357035,0.8881813393,1
18
+0.1743493924,0.8473925476,1
19
+0.3180025733,0.8186812575,1
20
+0.2729018852,0.8354528724,1
21
+0.0937149028,0.7227351659,1
22
+0.1303203585,0.8334381745,1
23
+0.2316561962,0.8951921453,1
24
+0.1903300667,0.8112003412,1
25
+0.1971507791,0.7457021196,1
26
+0.1983478478,0.7614323973,1
27
+0.2175292865,0.7084857016,1
28
+0.2230580237,0.8493925514,1
29
+0.2094968987,0.7810227163,1
30
+0.2553484068,0.7978636125,1
31
+0.2091656314,0.7920226301,1
32
+0.1860555797,0.8474874123,1
33
+0.1504754627,0.8092128803,1
34
+0.1933739477,0.7967288822,1
35
+0.2443930951,0.7927364195,1
36
+0.1599559865,0.7776241195,1
37
+0.1997999767,0.7879802506,1
38
+0.1745159065,0.7726214463,1
39
+0.1993017931,0.788564055,1
40
+0.1906488565,0.7253801069,1
41
+0.1654824344,0.7919097619,1
42
+0.1933897139,0.8274636881,1
43
+0.1440199483,0.8352059722,1
44
+0.2265429151,0.7955684867,1
45
+0.2050613413,0.8259944822,1
46
+0.2272505588,0.8387429834,1
47
+0.1340929211,0.6923955636,1
48
+0.2317055547,0.8588710522,1
49
+0.2220807751,0.8838338257,1
50
+0.168088908,0.700906032,1
51
+0.1780379718,0.73965244,1
52
+0.1865979829,0.6194705074,1
53
+0.2264106998,0.8221386633,1
54
+0.1161104609,0.9163103228,1
55
+0.2550019907,0.6641692659,1
56
+0.2028333753,0.7724065584,1
57
+0.2700145055,0.8434091783,1
58
+0.2286817023,0.8385807524,1
59
+0.2208976732,0.8173210361,1
60
+0.1561094449,0.7917144674,1
61
+0.7493861869,0.360956012,2
62
+0.6191840157,0.3322562009,2
63
+0.7397448033,0.3634553523,2
64
+0.7206264906,0.2829094061,2
65
+0.6989113066,0.3028658052,2
66
+0.6983478486,0.3325899334,2
67
+0.6815415352,0.4268278147,2
68
+0.7708858042,0.31903459,2
69
+0.6490624488,0.2558056944,2
70
+0.6259773821,0.303398458,2
71
+0.8757273278,0.2887807529,2
72
+0.6895577252,0.3054917826,2
73
+0.6067810337,0.3537047857,2
74
+0.7057724515,0.3356996144,2
75
+0.7825946084,0.3000068493,2
76
+0.7971454866,0.2861692643,2
77
+0.7980992111,0.3695142891,2
78
+0.5898914901,0.2728186798,2
79
+0.6181676841,0.3770006718,2
80
+0.5383013211,0.2871725323,2
81
+0.7664987186,0.2128083604,2
82
+0.7043309662,0.2546147103,2
83
+0.6398427399,0.2859645036,2
84
+0.7602595787,0.3373340472,2
85
+0.663136957,0.2443535585,2
86
+0.7568152344,0.2870650189,2
87
+0.7562921495,0.2701112064,2
88
+0.7237906149,0.2432845564,2
89
+0.8088685734,0.3202229747,2
90
+0.6639740458,0.2649469824,2
91
+0.771943148,0.3111529955,2
92
+0.5877914148,0.3553538519,2
93
+0.7580682141,0.2470424468,2
94
+0.654428988,0.2974793534,2
95
+0.626497384,0.3213433179,2
96
+0.6297448813,0.2651138368,2
97
+0.7557800485,0.1721767004,2
98
+0.6615255825,0.3568570948,2
99
+0.6660361056,0.3304213937,2
100
+0.7666968068,0.3009098857,2
101
+0.6792460487,0.3320169928,2
102
+0.687607894,0.2753904011,2
103
+0.6967061454,0.270449802,2
104
+0.718817349,0.3268431085,2
105
+0.7540103256,0.1940821363,2
106
+0.6989133791,0.2768329113,2
107
+0.6977310332,0.2961004933,2
108
+0.6681678382,0.3450773249,2
109
+0.6047427733,0.3291465936,2
110
+0.6832611396,0.3463847482,2

+ 4022
- 0
artificial/golfball.arff
File diff suppressed because it is too large
View File


+ 232
- 0
artificial/hepta.arff View File

@@ -0,0 +1,232 @@
1
+% This Fundamental Clustering Problems Suite (FCPS) may serve as a minimal test for new invented cluster algorithms.
2
+%
3
+% Every new invented algorithm should at least cluster the FCPS correctly.
4
+%
5
+% The data sets may be used as long as the following citation is referenced in any publication
6
+% concering any of this data:
7
+%
8
+% Alfred Ultsch, Clustering with SOM: U*C, in Proc. Workshop on Self Organizing Feature Maps ,pp 31-37 Paris 2005.
9
+%
10
+% main problem: none, i.e clear defined clusters
11
+%
12
+@relation Hepta
13
+
14
+@ATTRIBUTE x REAL
15
+@ATTRIBUTE y REAL
16
+@ATTRIBUTE z REAL
17
+@ATTRIBUTE class {1,2,3,4,5,6,7}
18
+
19
+@data
20
+-0.063274,0.027734,0.022683,1
21
+-0.000731,0.048211,0.069198,1
22
+-0.060767,-0.00908,0.053085,1
23
+0.013252,-0.011876,0.055324,1
24
+-0.054508,-0.003813,0.001738,1
25
+0.02418,0.068275,0.033462,1
26
+-0.029308,0.059849,-0.06326,1
27
+-0.016453,0.013881,-0.013236,1
28
+-0.042361,-0.059942,-0.026487,1
29
+-0.01631,-0.036612,0.047928,1
30
+0.03536,-0.04495,0.041474,1
31
+-0.000287,-0.049496,-0.06343,1
32
+-0.065931,-0.005381,-0.064899,1
33
+0.009049,0.027976,0.01198,1
34
+-0.005335,0.062592,-0.057507,1
35
+-0.004175,0.064646,0.040856,1
36
+0.091024,-0.031446,-0.014774,1
37
+-0.077068,-0.035324,-0.03906,1
38
+0.05515,-0.007045,0.078495,1
39
+-0.033779,0.049066,0.026958,1
40
+0.044954,-0.033716,0.011894,1
41
+0.008785,0.016895,-0.09079,1
42
+-0.061655,-0.023085,0.007996,1
43
+-0.051274,0.054634,0.032257,1
44
+0.04421,-0.062217,-0.018733,1
45
+-0.003343,0.069586,0.069452,1
46
+-0.064487,0.012217,0.040873,1
47
+0.042168,-0.009972,0.047962,1
48
+-0.061495,0.059835,0.025843,1
49
+0.071795,-0.01526,-0.023346,1
50
+0.058733,-0.029135,-0.011721,1
51
+0.078178,-0.014786,-0.00032,1
52
+2.418463,0.490127,0.033581,2
53
+2.805184,0.769746,-0.557435,2
54
+2.983722,-0.983118,-0.165216,2
55
+3.055291,-0.477796,0.370524,2
56
+3.015527,-0.666039,0.126169,2
57
+2.449981,0.175666,-0.531892,2
58
+3.199806,0.201051,0.58676,2
59
+3.266405,0.012518,-0.761892,2
60
+3.74771,-0.41696,0.148884,2
61
+3.411849,0.516665,-0.702665,2
62
+3.733854,0.184758,0.482416,2
63
+3.59214,-0.371411,-0.673235,2
64
+3.59351,0.125884,0.277346,2
65
+2.387269,0.784515,-0.011033,2
66
+3.423791,-0.039296,0.066654,2
67
+2.425059,-0.206822,-0.263965,2
68
+2.407337,-0.015134,0.097093,2
69
+2.923991,-0.262388,-0.672982,2
70
+3.188203,-0.476377,0.051427,2
71
+2.377023,0.498033,-0.382225,2
72
+2.610067,0.787375,0.046041,2
73
+2.918826,-0.8296,-0.198249,2
74
+2.932853,0.719728,-0.347704,2
75
+3.47194,0.322667,0.25302,2
76
+3.266172,0.207763,0.078446,2
77
+2.916963,-0.636281,-0.459655,2
78
+3.020822,-0.491739,0.382338,2
79
+2.844004,-0.078753,-0.660588,2
80
+2.826876,-0.241459,-0.143806,2
81
+2.771511,0.362751,-0.669945,2
82
+-2.69712,0.342837,0.296855,3
83
+-2.57583,-0.752408,-0.225828,3
84
+-3.308062,0.919403,-0.091698,3
85
+-3.970394,-0.017968,0.097194,3
86
+-3.332026,-0.22133,-0.410873,3
87
+-2.679173,0.521163,0.033068,3
88
+-2.186732,-0.536953,-0.08933,3
89
+-3.013009,-0.082401,-0.750346,3
90
+-3.464085,0.458797,-0.745681,3
91
+-2.632916,0.683901,-0.153258,3
92
+-3.315788,0.017903,0.703027,3
93
+-2.833584,-0.684569,0.298511,3
94
+-2.722148,-0.502344,0.245003,3
95
+-2.608905,0.443179,0.447541,3
96
+-2.853364,-0.788934,-0.276868,3
97
+-2.809655,-0.092462,0.719525,3
98
+-3.538035,0.777137,0.091226,3
99
+-2.457811,-0.601538,0.548791,3
100
+-2.762541,-0.540911,0.251193,3
101
+-2.929594,-0.162338,0.427959,3
102
+-3.054864,-0.220749,0.858853,3
103
+-3.632051,-0.045369,0.497112,3
104
+-3.595796,-0.25031,-0.26069,3
105
+-2.285053,0.111547,0.652847,3
106
+-2.664311,-0.035719,0.357768,3
107
+-3.163578,0.286805,-0.843201,3
108
+-2.599157,0.438496,0.094013,3
109
+-3.381994,0.308228,-0.689706,3
110
+-3.961031,-0.111044,0.022821,3
111
+-2.827045,-0.074139,0.54136,3
112
+0.498135,2.895371,0.786843,4
113
+0.218436,3.067538,0.030236,4
114
+0.135451,2.12925,0.320246,4
115
+0.420118,3.055572,0.230617,4
116
+0.659865,3.446317,-0.101455,4
117
+0.619487,3.285343,0.278274,4
118
+-0.294208,3.296888,-0.174357,4
119
+-0.362217,2.657112,0.01996,4
120
+-0.561919,3.334167,0.068536,4
121
+0.186843,3.706688,-0.259004,4
122
+0.450086,2.844335,0.073905,4
123
+-0.047549,3.634562,0.613045,4
124
+0.432449,3.774495,0.096256,4
125
+0.444504,3.491508,-0.745843,4
126
+-0.116409,2.618886,0.576378,4
127
+-0.601582,3.548497,0.101766,4
128
+0.268449,3.662073,-0.103739,4
129
+-0.007967,2.91813,0.390422,4
130
+-0.811876,2.976918,-0.40471,4
131
+-0.003684,2.460306,0.323449,4
132
+0.27221,2.287469,-0.243128,4
133
+-0.003839,3.107724,-0.876719,4
134
+0.175357,3.715249,0.344842,4
135
+-0.350178,2.515348,0.695052,4
136
+0.016665,2.986915,-0.265349,4
137
+0.394178,2.772903,0.583035,4
138
+0.715985,3.467443,-0.171137,4
139
+0.28994,2.60696,0.767379,4
140
+0.854454,2.895231,-0.335877,4
141
+0.308424,3.293211,-0.383773,4
142
+-0.154151,-2.382802,-0.552876,5
143
+0.042376,-3.013402,0.26318,5
144
+0.76406,-2.974825,0.304909,5
145
+0.273431,-3.549045,0.602433,5
146
+0.109072,-2.872739,-0.972276,5
147
+-0.609027,-2.316553,0.05604,5
148
+0.563714,-2.668933,0.272222,5
149
+0.053112,-3.69483,-0.446254,5
150
+0.374246,-3.881493,-0.178669,5
151
+-0.25541,-2.573785,-0.369218,5
152
+-0.05833,-3.539877,0.156878,5
153
+0.436804,-2.849058,-0.705822,5
154
+-0.185927,-2.83419,-0.871306,5
155
+-0.15729,-3.035242,-0.447355,5
156
+-0.253287,-2.355499,0.53801,5
157
+0.856338,-2.928918,-0.105247,5
158
+-0.448767,-2.892567,0.036684,5
159
+-0.763126,-3.121529,0.012815,5
160
+0.50729,-3.69845,-0.126832,5
161
+-0.262387,-2.7936,0.893868,5
162
+0.638189,-2.885896,-0.535134,5
163
+-0.715655,-3.174318,-0.415442,5
164
+-0.148243,-2.348742,-0.198939,5
165
+-0.436461,-3.189614,-0.874082,5
166
+-0.015747,-3.601469,0.678772,5
167
+-0.380327,-2.120669,-0.201018,5
168
+-0.078679,-2.969195,-0.085163,5
169
+0.725907,-2.642703,-0.392598,5
170
+-0.118512,-2.391662,-0.116857,5
171
+0.378156,-3.742474,0.42604,5
172
+-0.646687,-0.257803,2.879026,6
173
+0.862612,-0.257097,3.339622,6
174
+0.58395,0.25262,3.164447,6
175
+-0.106313,0.539686,3.36243,6
176
+-0.447773,-0.165269,2.395462,6
177
+0.278688,-0.67851,3.019065,6
178
+-0.499959,-0.102398,2.918835,6
179
+0.628733,-0.136098,2.961669,6
180
+-0.550777,0.820583,2.888145,6
181
+0.280057,-0.332023,2.280202,6
182
+-0.68149,-0.388565,2.852309,6
183
+-0.150402,0.774676,3.236697,6
184
+-0.175775,0.816718,2.810907,6
185
+0.40849,-0.752991,2.708342,6
186
+-0.687687,0.5331,2.864252,6
187
+0.187892,0.099277,3.3971,6
188
+0.40274,0.309218,2.184721,6
189
+-0.333692,0.726125,2.755337,6
190
+-0.073884,0.856673,3.449364,6
191
+0.074276,-0.44986,2.289555,6
192
+-0.234023,0.508787,2.627695,6
193
+0.33853,-0.722352,2.402052,6
194
+0.777033,0.217745,2.671151,6
195
+0.093523,0.595698,3.532532,6
196
+0.215945,-0.323846,2.195408,6
197
+-0.031152,0.385966,3.106696,6
198
+0.26075,0.391448,2.176698,6
199
+-0.542543,0.386463,2.917456,6
200
+-0.306005,-0.915958,2.884296,6
201
+-0.114414,0.026251,3.899389,6
202
+-0.749873,0.616942,-2.862605,7
203
+-0.108157,-0.083104,-3.909294,7
204
+-0.410898,0.467216,-3.64399,7
205
+0.662499,-0.378195,-2.900845,7
206
+-0.057589,0.548771,-3.072026,7
207
+0.64518,-0.276585,-2.877792,7
208
+0.257191,0.114881,-2.929682,7
209
+-0.169119,0.400328,-2.853299,7
210
+0.228327,-0.513736,-3.600658,7
211
+-0.512238,0.372109,-3.357134,7
212
+-0.510091,-0.617806,-3.543896,7
213
+-0.001328,0.275274,-2.367165,7
214
+-0.086874,0.138084,-3.152736,7
215
+-0.558094,-0.138533,-2.731829,7
216
+0.640575,-0.52869,-2.882579,7
217
+0.033866,0.301424,-2.949164,7
218
+-0.530334,0.571733,-3.122279,7
219
+0.488731,0.68226,-3.026392,7
220
+-0.320178,-0.530404,-2.430535,7
221
+0.143306,0.578726,-3.657507,7
222
+-0.36578,-0.491918,-2.483666,7
223
+0.660425,-0.259537,-3.671958,7
224
+0.647696,0.44422,-2.807808,7
225
+-0.110876,0.163359,-3.038903,7
226
+-0.694187,0.258777,-2.411717,7
227
+0.175738,-0.053478,-2.733752,7
228
+0.396046,-0.858377,-3.126866,7
229
+-0.406362,-0.334541,-2.885598,7
230
+-0.299275,0.071281,-3.642585,7
231
+-0.506192,0.433538,-2.608597,7
232
+

+ 818
- 0
artificial/hypercube.arff View File

@@ -0,0 +1,818 @@
1
+% Data generated using R package 'mlbench'
2
+%
3
+% > library("mlbench") 
4
+% > set.seed(1234)
5
+% > data <- mlbench.hypercube(1000)
6
+%
7
+% The created data are \code{d}-dimensional spherical Gaussians with standard
8
+% deviation \code{sd} and means at the corners of a
9
+% \code{d}-dimensional hypercube. The number of classes is \eqn{2^d}.
10
+%
11
+@relation hypercube
12
+
13
+@ATTRIBUTE x REAL
14
+@ATTRIBUTE y REAL
15
+@ATTRIBUTE z REAL
16
+@ATTRIBUTE class {1,2,3,4,5,6,7,8}
17
+
18
+@data
19
+-0.1566065972,-0.0141521297,-0.0989518506,1
20
+0.0042370995,0.0613664496,0.0423532409,1
21
+-0.076140664,-0.1743607339,0.0267071226,1
22
+0.1047485663,0.0365787875,0.0550272986,1
23
+-0.1355395837,0.0283819703,0.1166432489,1
24
+0.0400687981,-0.1492603912,0.0690499718,1
25
+0.0343055003,-0.1967491289,-0.0008019409,1
26
+0.0217041932,0.1930586532,0.1116983262,1
27
+-0.0375053474,0.0590400817,0.0078101487,1
28
+0.1007195738,-0.0899165668,0.0082587072,1
29
+-0.0204669371,-0.0231705338,-0.1406907026,1
30
+-0.0461077842,-0.0158907548,0.1280528958,1
31
+-0.0592600881,-0.0711872381,-0.0036187533,1
32
+0.0637811222,0.0210045842,-0.0002297954,1
33
+-0.1151611112,0.0257624028,0.1722826228,1
34
+0.1131886375,0.0255122277,-0.1403312848,1
35
+-0.0845715025,-0.0583074289,0.0544604204,1
36
+0.1004278403,-0.0056734584,0.0625695911,1
37
+0.1408720917,-0.0273403266,0.0745925015,1
38
+-0.1061820706,0.0816619823,-0.0833800579,1
39
+0.0704700991,-0.0539975165,-0.0321699754,1
40
+0.0759431564,-0.0383655829,-0.2053416168,1
41
+-0.0775432642,-0.0839262829,0.1051135065,1
42
+0.0177634359,0.0671517768,0.0443081938,1
43
+0.0837818234,-0.1073884583,0.1499316242,1
44
+0.183707584,0.0375314782,-0.049415068,1
45
+-0.0819228063,-0.1383322302,-0.0907454321,1
46
+0.0574231339,-0.045994472,0.1825054868,1
47
+-0.0653520914,-0.0431741759,0.00360767,1
48
+-0.0776607276,0.0924019317,0.1265656098,1
49
+-0.0467710621,-0.0106853795,-0.1035619821,1
50
+-0.1213377981,-0.0264984958,0.0085986011,1
51
+-0.1594979632,-0.0266763443,-0.0275204686,1
52
+-0.1847680069,-0.1174279436,-0.0205973471,1
53
+0.0390095417,-0.0535924404,0.0425708103,1
54
+-0.0010569857,0.082538202,-0.0078426978,1
55
+0.1699321188,0.1447679586,0.164123622,1
56
+0.1873565644,-0.134530455,0.0909890034,1
57
+0.0683307742,0.1316567683,0.0104388763,1
58
+-0.0088411383,0.0499480533,-0.0119802467,1
59
+-0.0460128737,-0.0375689886,0.0868825864,1
60
+0.0967408321,-0.0481935066,-0.040499364,1
61
+0.1168079905,-0.0444933072,0.1187560572,1
62
+0.0801542119,0.0456204102,-0.1195660577,1
63
+-0.1474713438,-0.0223331247,-0.0223668836,1
64
+0.2034810736,-0.0153138588,0.1432193549,1
65
+-0.1196510071,0.1801510788,-0.1002670091,1
66
+0.0454948633,0.0121130543,-0.0354734459,1
67
+0.0386883891,0.1335320842,-0.1337845498,1
68
+-0.005973781,0.039932571,0.0235636649,1
69
+0.0585306355,0.170680063,-0.0063338173,1
70
+-0.0598566955,0.1200205894,0.0379501911,1
71
+-0.0163089673,0.1507755545,0.0349625492,1
72
+-0.0961994135,-0.0633176935,-0.1143976037,1
73
+-0.0657186654,0.1248069024,-0.0475803907,1
74
+0.0142798769,-0.0217366665,-0.1994316726,1
75
+-0.0646082137,0.0795072835,-0.044486431,1
76
+0.063315496,0.0552478145,-0.0435847782,1
77
+0.0837320346,0.0179986092,0.00003093,1
78
+0.0023699245,-0.0074976434,0.1177493911,1
79
+0.0144270539,-0.0358403419,0.275501685,1
80
+0.0299571931,0.0568841304,0.0712045105,1
81
+0.0364947712,0.0037461118,0.026217319,1
82
+-0.0109763351,0.063299379,0.062317674,1
83
+-0.2140000539,-0.0136592996,-0.0426368435,1
84
+0.0174366137,0.0724194017,0.0742086396,1
85
+-0.0123488056,0.0814446782,-0.0758751459,1
86
+0.0340686669,0.0531964107,-0.1753366173,1
87
+0.1784423604,0.100622764,-0.0283999587,1
88
+0.0248764072,0.2341941747,-0.1211149034,1
89
+0.0150276907,0.0078233331,0.0300175185,1
90
+0.2212451621,0.0189268073,0.1238148521,1
91
+-0.0182808746,0.0720409055,-0.0378675861,1
92
+-0.1375939727,-0.0846255236,0.1663666036,1
93
+0.0002621245,0.0119471684,-0.0080546774,1
94
+0.1871605774,0.0634752107,0.0016165245,1
95
+-0.0052518714,-0.1489895388,0.0772210596,1
96
+-0.0067335372,-0.0551805932,-0.0765262711,1
97
+0.0523615097,-0.1216089069,0.088911978,1
98
+-0.0690677814,-0.0730871105,0.1002301414,1
99
+0.0153879364,-0.0348347221,-0.1039684963,1
100
+0.115962363,-0.1164237997,0.1028640114,1
101
+0.024655883,-0.0393364991,0.0909845726,1
102
+-0.0565770329,-0.0440810388,0.195011857,1
103
+-0.0775218583,0.0709131872,0.0728530454,1
104
+-0.087391417,0.0433737206,0.0376371464,1
105
+0.1386575145,-0.0436175106,-0.0664969768,1
106
+0.1546521808,-0.0494431201,0.0234735257,1
107
+-0.0165779732,0.2079113374,0.0936655892,1
108
+0.0737624413,0.1186347735,0.0966062265,1
109
+-0.1165963154,-0.0788165873,-0.0499725554,1
110
+-0.0129874712,0.0632785741,-0.070499757,1
111
+0.0022970991,0.063127479,0.0530240084,1
112
+0.08955556,0.0920310386,-0.0243686189,1
113
+0.0840586688,-0.1381893681,-0.0887643945,1
114
+-0.0126915756,-0.0541931656,-0.0185526411,1
115
+0.0418624335,0.0411386219,0.0561106761,1
116
+-0.0175394675,0.1745299624,0.1424111546,1
117
+-0.0147273498,-0.1683135008,0.0248073283,1
118
+-0.2446587581,-0.0625427057,0.0515854693,1
119
+-0.1897987967,0.0265109832,1.1287214166,2
120
+0.1655128606,0.0619809884,1.0780883453,2
121
+-0.0489547368,0.0045053964,0.9757660112,2
122
+0.1429124399,-0.0737907529,0.9509398171,2
123
+0.16398377,0.1085248015,1.0756598577,2
124
+0.1166707363,-0.1215893077,0.9738829125,2
125
+0.0728189229,0.0508515878,1.0390286968,2
126
+-0.0561062029,0.3025752721,0.9991486326,2
127
+0.0927318744,0.1617568035,1.2045916632,2
128
+-0.0398026379,-0.1250299266,0.9625176443,2
129
+0.0179293539,-0.1777114729,0.9909797936,2
130
+0.0383858861,-0.0310873978,0.9853080114,2
131
+0.0445523593,-0.0163702434,1.188703923,2
132
+-0.0788237766,0.0496683428,1.0475410114,2
133
+0.0758199891,-0.0751749702,1.0260685898,2
134
+-0.0354562002,0.0724338904,0.7542454511,2
135
+-0.1527496717,-0.0961147905,1.1170900276,2
136
+-0.0653093605,-0.0377866418,1.1313798098,2
137
+-0.0781966247,0.1062547569,1.0051936268,2
138
+0.0771067409,0.1825282239,1.0623659932,2
139
+-0.1175045225,0.0591384408,0.9528966557,2
140
+0.1290383181,0.0487071561,1.0630652498,2
141
+-0.0100299209,-0.2212003771,0.9425323262,2
142
+-0.0865950217,0.0436146773,0.9691716772,2
143
+0.0662008999,0.0504152638,1.0346147985,2
144
+0.2872103129,0.0569702895,0.8916426643,2
145
+0.1590266876,-0.1139020628,0.9288181124,2
146
+0.0042341339,-0.0035733431,1.0497203395,2
147
+0.2375830615,-0.0515088654,1.0984745119,2
148
+-0.0200896391,0.0490050497,1.0196852933,2
149
+-0.0132848659,-0.0202651702,0.8840186793,2
150
+-0.2322037889,-0.2246903972,0.8370438599,2
151
+-0.0208440247,0.1825418466,1.1240651267,2
152
+-0.0621391302,-0.0633988311,0.9422755587,2
153
+-0.0954747678,-0.0727836,1.148680879,2
154
+-0.0457128646,0.0449073932,1.0883152444,2
155
+0.0425857561,0.1803447717,1.1190698041,2
156
+-0.0137185827,0.0196844115,1.0026164078,2
157
+0.0845041116,0.045449697,1.0104005761,2
158
+0.0195221904,0.0892966272,1.0599483336,2
159
+-0.0760138482,-0.0637771587,0.9696585488,2
160
+-0.0057430383,3.3601339823048E-006,0.8925702775,2
161
+-0.1570213384,0.0261063089,1.0409496632,2
162
+-0.0552285245,-0.0083544456,0.9514147349,2
163
+0.0273863456,-0.126174809,0.8571864192,2
164
+0.0352217265,0.0398495836,1.0033213589,2
165
+0.0575485985,0.1036775733,1.0370981042,2
166
+-0.1659268109,0.0878200555,1.0558024171,2
167
+-0.0385319651,-0.0754071645,1.1141319032,2
168
+-0.1498462439,0.0630646351,0.9289707678,2
169
+0.1814095485,-0.1364731586,1.1012841349,2
170
+-0.2048368859,0.050011401,1.0253303405,2
171
+0.0428364778,-0.0717344316,1.1449854035,2
172
+-0.0156615061,0.0642054595,1.0102844292,2
173
+-0.0299837684,-0.1196664422,1.0784055836,2
174
+0.0028922602,0.0891188639,0.8710490777,2
175
+-0.0611594781,-0.0022910635,0.9349082489,2
176
+0.0529440926,0.0758315135,1.0122177711,2
177
+-0.0250844698,0.0275996205,0.9463790459,2
178
+0.0337743054,0.0989007266,0.9771953569,2
179
+-0.125907414,-0.1053820702,0.9723797625,2
180
+-0.0392226531,-0.1368818835,0.9852782439,2
181
+-0.0805409548,-0.0227980137,1.231603185,2
182
+0.0811296453,-0.0266892863,0.9993806358,2
183
+0.0184945323,-0.0486098715,0.9101985838,2
184
+-0.0406187331,-0.0634943481,0.9183386802,2
185
+-0.0191758004,-0.2676202028,0.8113096729,2
186
+-0.0044309801,-0.0993599971,0.9717841771,2
187
+0.1004208349,-0.0841921726,1.0214894955,2
188
+0.0014224096,0.0624871871,1.0616411916,2
189
+-0.1291456192,0.0128282106,0.9282151321,2
190
+0.0922967201,-0.1103662709,1.0683309566,2
191
+-0.1236464562,0.1133839256,0.8359367184,2
192
+-0.0240469505,0.0577045663,0.9123295521,2
193
+0.0978285063,0.0187857203,0.9486740709,2
194
+-0.0079667125,-0.1286368984,1.0157241669,2
195
+-0.1123825657,0.0420367839,1.0267958822,2
196
+0.0637668617,0.2611802231,0.9080113195,2
197
+-0.0274226732,-0.0891429129,1.0023778758,2
198
+0.1783367678,-0.0597559343,1.1093646258,2
199
+0.0430531069,0.0129574061,0.9125550491,2
200
+-0.1394085054,0.1212585111,0.899363471,2
201
+-0.049382343,0.0096309721,1.0063112689,2
202
+-0.0287623392,0.2683244779,1.0127447827,2
203
+0.0510427725,0.0134234916,1.1343645316,2
204
+0.0876904306,-0.108391774,1.1610830482,2
205
+0.0527854491,-0.0926778804,1.150318668,2
206
+-0.1393356062,0.1876996142,1.0256854992,2
207
+0.0936328569,-0.0129831401,1.004216281,2
208
+0.0956132525,0.192810598,1.029939829,2
209
+0.0986474639,-0.0768441392,0.8749639699,2
210
+0.1445091617,0.014619791,1.103391795,2
211
+-0.0106568038,-0.073707055,0.8914248818,2
212
+0.0724724088,0.0578955995,0.9827559988,2
213
+-0.0871675919,0.0280127895,1.0025585718,2
214
+0.1023581058,0.1731270179,1.0410044662,2
215
+0.0183437642,0.1066138248,0.9866677285,2
216
+0.0440811837,0.0353481887,1.0146396854,2
217
+-0.1457149539,-0.1106361766,0.980216129,2
218
+0.0478569254,-0.0368565099,0.9218222284,2
219
+-0.1145089693,1.0570904301,-0.2324150602,3
220
+0.0077777886,0.874590213,0.1272226326,3
221
+-0.0221303417,0.863510781,0.0478027562,3
222
+-0.0570209699,1.0716636,-0.086207054,3
223
+0.0102344293,1.1221006787,-0.0699102221,3
224
+-0.1880490251,1.3655313101,-0.0188472932,3
225
+0.0451609725,1.0258148397,0.0178395146,3
226
+0.2239788525,0.9691112075,-0.0765388096,3
227
+-0.0359694374,1.0643107307,-0.1656316478,3
228
+0.0389878787,1.0302074897,-0.054032529,3
229
+-0.114572716,1.0661369969,0.0001266019,3
230
+-0.109595307,0.9493088735,0.0878639264,3
231
+0.2832000989,1.0331961805,0.0133132866,3
232
+-0.2952702035,1.0031924226,-0.1390815956,3
233
+-0.1070760203,0.972140024,-0.0983507381,3
234
+-0.0743382862,0.9878537999,-0.0223074117,3
235
+-0.0516684534,0.9320441878,0.1929886206,3
236
+-0.0235491546,0.9872535196,0.0032962706,3
237
+0.019300894,1.0533439233,0.0723682085,3
238
+-0.0274305872,1.0317117049,-0.0166982984,3
239
+-8.40511018910763E-005,1.260384584,-0.0126867963,3
240
+-0.138733111,1.0548730483,0.1221851995,3
241
+-0.0508375177,1.165088018,0.0902082919,3
242
+0.0018486654,1.0431774933,0.1565519258,3
243
+-0.0111521659,0.8593135235,0.0037999518,3
244
+-0.124619559,1.1559018397,0.0461903603,3
245
+0.0902552291,0.8405539953,0.0919109538,3
246
+0.1710594024,0.91362444,-0.1449538466,3
247
+-0.0164635164,1.145405548,-0.0393453021,3
248
+-0.0863445473,0.9320007871,0.0525874352,3
249
+-0.0583109086,0.8680605404,0.08694375,3
250
+-0.0589212681,0.8967655219,0.0995040773,3
251
+-0.0054968059,0.9476622025,0.0193745748,3
252
+-0.019808804,1.1423722352,-0.0675044735,3
253
+-0.1112008721,0.9693181487,0.0083272981,3
254
+0.079036874,0.9861735703,-0.1446868513,3
255
+-0.1427112835,0.9960807298,-0.0630316093,3
256
+-0.1098203536,1.0998165871,-0.0108807769,3
257
+0.1112577082,0.9851558361,0.0571270618,3
258
+-0.0435885098,1.0530115787,0.105512785,3
259
+-0.0874661554,1.0205193114,-0.001408807,3
260
+0.051395058,0.8353941589,-0.075724395,3
261
+0.1107813319,0.9409756896,0.1857569975,3
262
+-0.1539307091,1.1158934086,-0.1011022148,3
263
+0.0280782079,1.0241144184,-0.0349201756,3
264
+0.0073865787,1.0242395615,0.0610318058,3
265
+0.0717278409,1.1175568607,-0.0354911845,3
266
+0.0238737136,0.9925928197,0.0310905433,3
267
+-0.037582754,0.9393694464,0.1153138719,3
268
+-0.0177305265,1.1229536016,0.0030069236,3
269
+0.02479318,1.135233279,0.035739166,3
270
+-0.0446038752,1.264493934,-0.0777313094,3
271
+0.0746238548,0.9495777911,-0.0566978518,3
272
+-0.0454763623,0.9019728965,-0.1156681635,3
273
+-0.0437855852,1.0234668798,-0.1541833489,3
274
+-0.0739885571,0.8645251922,-0.1350543214,3
275
+-0.0671652275,1.1351264759,0.0063645189,3
276
+-0.1864876433,0.9571977485,0.0164358758,3
277
+0.0211601399,0.8973736292,0.2016665681,3
278
+0.0950086478,1.1379126598,0.1614466128,3
279
+-0.0363353986,0.7945229454,-0.1659542003,3
280
+-0.0390664455,0.9250291533,-0.0739867784,3
281
+-0.0451973864,0.9910127271,-0.0502867401,3
282
+0.0789913276,0.8591240926,-0.0613783392,3
283
+-0.0276895372,0.9845486081,0.0030036218,3
284
+0.0695715916,0.9435039282,-0.0005807582,3
285
+-0.1644330841,1.1066864603,0.0101919872,3
286
+-0.0702680326,1.0145584811,-0.0143351321,3
287
+-0.0612971498,1.114147787,0.0423847911,3
288
+0.0560537637,1.0210071101,0.0759206826,3
289
+0.0424804568,1.1682724891,0.2854832452,3
290
+-0.0962598209,1.1068069992,-0.1317934034,3
291
+-0.0745215964,0.9520589721,-0.1434120557,3
292
+0.0333599159,1.0551769361,0.0543292165,3
293
+-0.086065129,1.0426509712,0.1167708197,3
294
+-0.0042433988,1.0261114633,0.0287834229,3
295
+0.0669253065,0.8940738805,-0.0506314676,3
296
+-0.0132380073,0.9476119873,-0.084054815,3
297
+-0.0089203392,1.0638801368,0.0861396901,3
298
+0.0429932522,1.0949753627,-0.1280203215,3
299
+-0.0283308215,1.1991365943,0.0431744613,3
300
+0.0870916687,0.9122470444,-0.014574282,3
301
+0.1190357239,1.0737121514,0.1763413427,3
302
+-0.0310263342,1.0405878633,0.0176293529,3
303
+0.0446845848,1.0313657126,0.1255397818,3
304
+-0.0120725711,0.9946696906,-0.0207811053,3
305
+0.2689332554,0.901777871,0.069844458,3
306
+0.113657658,0.9783049867,0.0217204104,3
307
+0.0081913267,0.9101598833,0.0191033697,3
308
+0.0802762562,0.9879944223,-0.0008819879,3
309
+-0.1936994499,1.0265079965,-0.0163297757,3
310
+0.0535071104,1.0841602716,-0.0149570293,3
311
+-0.0360243482,0.8868153365,0.128595195,3
312
+-0.011293102,0.9492263204,0.3050335625,3
313
+-0.0303185527,0.9749032233,-0.1024863533,3
314
+-0.0321910477,1.0772137702,0.203744322,3
315
+0.1019070707,0.9609184683,-0.0632506617,3
316
+-0.0894966444,1.002902255,-0.0587886908,3
317
+0.0566088548,1.0677840613,0.0521327275,3
318
+-0.0513368515,1.1426043672,-0.0202987807,3
319
+-0.0774803229,1.0576562461,0.8606729102,4
320
+-0.072225411,1.0042901012,1.0917861769,4
321
+0.0667205679,1.0464402493,1.1353250901,4
322
+-0.0026503379,0.7945082296,1.0783535705,4
323
+0.1522268181,0.9147213475,1.2171104282,4
324
+0.0809799364,1.0242827168,0.9660574407,4
325
+0.0541741035,1.0158753579,1.1426647023,4
326
+0.0860285031,0.9894679514,1.0451130648,4
327
+-0.0150338272,1.0956483131,0.9625622532,4
328
+-0.0427533054,1.0099297961,0.8106376306,4
329
+-0.0732070499,1.0007778071,0.9724383384,4
330
+-0.0730563665,1.0528488416,0.9928635388,4
331
+-0.0234368622,0.8441746384,1.1338391831,4
332
+0.061095768,1.0128760539,1.0087227366,4
333
+-0.0741262353,1.0986021108,1.0576741815,4
334
+0.1325167072,0.9127141356,0.9814721608,4
335
+0.0008230337,0.8684256946,1.0279182347,4
336
+0.0141281109,0.8747933169,1.0251689386,4
337
+0.1771957189,0.7501697531,0.9523205046,4
338
+-0.0121711326,0.9454049694,0.9192690217,4
339
+-0.0318781972,0.7752555853,1.0670613985,4
340
+0.0612162523,0.8579857065,0.9621203161,4
341
+-0.0271192232,1.1074185932,1.081737275,4
342
+0.0097169564,0.8616117984,1.2515699711,4
343
+0.0348316831,1.1165211867,1.016445192,4
344
+-0.0635695474,1.1268164671,1.0498177824,4
345
+-0.0213951778,1.0422085235,0.877537483,4
346
+0.0324910884,0.8783143676,1.1117275806,4
347
+0.0979254188,1.0242742216,1.2136219309,4
348
+-0.0366890709,0.9828431616,1.025556947,4
349
+-0.0307969616,1.0667710293,1.0115036972,4
350
+0.04024052,0.8703587274,1.0028940785,4
351
+0.0646771226,0.940052759,1.1033960709,4
352
+0.278988708,1.0166687644,0.9828744589,4
353
+0.1197442477,0.9458129903,0.8416099581,4
354
+0.0974591667,0.9576885925,1.1113012731,4
355
+0.0188798539,1.0586378493,1.0705160846,4
356
+-0.2893901319,0.9692572052,1.0201656248,4
357
+0.0200979084,1.0330102331,0.8693794217,4
358
+0.1121919612,1.0628398525,1.1035911461,4
359
+-0.0032210153,0.930008206,0.7990751076,4
360
+-0.0502220637,0.835850909,0.9173778934,4
361
+0.0636466909,0.9186775651,1.0396951339,4
362
+0.0302762089,1.0626044221,1.118615658,4
363
+-0.11781348,0.9164936056,1.0727993731,4
364
+-0.0475400849,0.974809189,1.0557133318,4
365
+0.0421568665,1.1249253365,0.896957919,4
366
+-0.0204045612,1.0539408672,1.0235675428,4
367
+0.0943515284,0.9434702201,0.9266149719,4
368
+-0.1298893268,1.1001386221,1.0165504277,4
369
+-0.0254178812,1.0380300013,1.1686277985,4
370
+0.0365084833,0.8535247091,1.1557729941,4
371
+-0.1250905483,0.7821343067,1.1139005903,4
372
+-0.1290553688,1.0531679297,1.0547726757,4
373
+-0.0216134256,1.0610176852,0.9814241425,4
374
+0.006955449,0.9745966223,1.0023414327,4
375
+-0.0390035262,0.9583957372,1.0296646896,4
376
+0.1611176262,1.091926066,0.9523113486,4
377
+0.0001245383,0.9077338631,0.8675446108,4
378
+-0.1779291855,1.0430328712,1.0215740607,4
379
+0.1073982305,1.1461014935,1.049891059,4
380
+0.1494867413,0.9663606938,1.1180154928,4
381
+-0.0011095924,1.0173523185,1.2168608509,4
382
+-0.1650848722,0.9009778851,1.1954460685,4
383
+-0.0392588271,1.0990079532,0.8656627289,4
384
+0.184263888,0.864170645,0.9637554649,4
385
+0.0894380377,0.7716764326,0.9910961117,4
386
+0.0221459381,0.9440252443,0.8978631745,4
387
+0.0566489774,0.7972548354,0.9855930452,4
388
+0.1148147108,1.0142406546,1.0386182781,4
389
+0.2089285686,0.8141141131,1.1388826371,4
390
+0.0339008987,1.1437925107,1.1376945843,4
391
+0.0320699445,1.0465142264,0.8559913516,4
392
+-0.006722447,0.8489354725,1.1089384792,4
393
+-0.0865189222,0.9059379866,0.9690347407,4
394
+0.0160629017,1.1047627727,1.1612477592,4
395
+0.2436569306,0.9430336876,1.062547772,4
396
+0.1379006745,0.7791503602,0.9552054917,4
397
+0.0192120292,1.1554632203,1.0703660394,4
398
+0.0373731711,1.1110804605,1.3108040149,4
399
+-0.2057245057,1.0449368353,0.9141910352,4
400
+-0.0757450452,0.9868408932,1.0135719893,4
401
+-0.0671269843,1.0290221083,1.138773563,4
402
+-0.0307266984,0.8489319849,0.9328765324,4
403
+0.0475326662,0.9886650877,1.0034966767,4
404
+-0.1269805377,0.8735493821,0.9030320846,4
405
+0.1412610267,0.9169110327,0.9135649732,4
406
+-0.1148551658,0.9902705845,0.9286362942,4
407
+0.0890617366,1.1366868247,0.9394416073,4
408
+0.1036378036,0.9890218925,0.996403943,4
409
+-0.0522385953,1.0543185587,1.0417857349,4
410
+-0.1411079972,0.9176823561,1.0322493663,4
411
+-0.2506427284,0.8337440042,0.899269121,4
412
+-0.1347870187,0.9314729353,0.934598492,4
413
+0.018728433,1.059290398,0.900774943,4
414
+-0.0024430135,0.9623169242,0.9698640332,4
415
+-0.1442399827,1.065160438,1.0702685232,4
416
+0.0005051882,0.9954265646,0.8799335169,4
417
+-0.1272362801,0.889965296,1.0062150027,4
418
+-0.0167706,0.9874400219,0.9910398686,4
419
+1.0232188369,0.0446837377,-0.1087080169,5
420
+1.0355064527,-0.0263513036,-0.0054403373,5
421
+1.0169475739,0.0643645264,-0.1239757843,5
422
+1.031751124,-0.114386654,-0.059971939,5
423
+1.179820758,-0.083090571,0.109933016,5
424
+1.1447405856,-0.0303490747,0.1470125555,5
425
+1.0684183267,-0.1395104176,0.0992270097,5
426
+1.1177742747,0.1838268517,-0.1581181961,5
427
+1.1075760353,0.0870914592,-0.0413150622,5
428
+1.1093104369,0.1129846362,-0.040057099,5
429
+0.9119697792,-0.1204592431,0.0772986545,5
430
+1.0570115596,-0.0113156381,-0.239280322,5
431
+1.0516498194,-0.0563335619,0.0176332602,5
432
+0.9666100765,0.0109236187,-0.2285213614,5
433
+0.9179533654,-0.0956779443,-0.2851616796,5
434
+0.9317447827,-0.3143507922,-0.1083413145,5
435
+1.049782469,-0.0073234615,-0.0406946424,5
436
+1.0630207155,0.1225077492,-0.2300880172,5
437
+1.0365178644,0.1601833489,-0.0973735417,5
438
+1.0338995452,-0.1215582784,0.1004987983,5
439
+0.9403173295,-0.0790695052,0.0909694655,5
440
+0.817966704,0.0765068922,-0.0457267383,5
441
+1.1788006979,0.1125184956,0.017658525,5
442
+0.986769469,-0.2267254604,-0.1349878122,5
443
+0.8056991914,-0.0761983795,-0.0497171659,5
444
+1.0986083012,0.0035165829,-0.0587448623,5
445
+1.2039868901,0.0008384228,0.0209782588,5
446
+0.996816575,0.0906450316,0.0656665195,5
447
+0.9738945816,0.0914724488,0.1045848875,5
448
+0.9106617821,0.0807730667,0.0590847825,5
449
+1.2114435742,-0.085064706,-0.0795941779,5
450
+0.795071653,0.0267411343,-0.0242907703,5
451
+0.7688465865,0.0562008713,-0.0872609498,5
452
+0.9803516555,-0.0325993854,0.1112493919,5
453
+1.0109518426,-0.0239864169,0.0351391071,5
454
+1.113214387,0.151320768,-0.1367026465,5
455
+0.8490056347,-0.1100511417,0.200685884,5
456
+0.9353762844,-0.0322781738,-0.0027253629,5
457
+1.0739486661,0.0717425394,0.0289137654,5
458
+1.0765969169,0.0953640993,-0.0214941061,5
459
+1.0150255477,0.0898155684,-0.0193050938,5
460
+1.1691146422,-0.1699125215,0.0416960788,5
461
+0.9250859022,0.2086531605,-0.2077514963,5
462
+0.923202502,-0.096825406,-0.1092921559,5
463
+0.8602906373,-0.0165343515,0.0379723382,5
464
+1.0712694834,-0.0024665799,0.0955846854,5
465
+0.8939004381,-0.0343845992,0.2113165349,5
466
+0.7100497471,0.1109532756,-0.0363854305,5
467
+0.8921279844,-0.0586856811,0.0341137104,5
468
+1.000242994,-0.0189284662,0.0814657236,5
469
+0.882653085,0.0031736373,0.0732773854,5
470
+0.9532612413,0.0060479015,-0.0006122126,5
471
+0.9561205975,0.0087004943,0.1010660257,5
472
+1.2030824149,-0.0835809813,-0.1017701876,5
473
+1.0647579447,0.0586646012,-0.0291501326,5
474
+0.9862939941,0.1563791519,-0.0797548005,5
475
+1.0077017956,0.0714495022,-0.0270419535,5
476
+1.0634205694,0.0527119654,-0.1310259973,5
477
+0.8583859003,0.1514342362,0.0148372266,5
478
+1.041531986,-0.1640649649,0.1081614702,5
479
+0.9897465206,-0.0455699504,-0.1168158567,5
480
+1.0191846192,-0.0993389847,0.0663610939,5
481
+1.042839676,-0.0506142172,0.0805543783,5
482
+0.8898099398,0.0276500776,-0.0507570447,5
483
+0.8916351115,-0.0872888301,-0.1882256041,5
484
+0.9167432655,-0.0985135498,0.0574443561,5
485
+1.0822799566,0.0871332836,0.1858875151,5
486
+1.0138547712,-0.0022719108,0.0047233878,5
487
+1.0776884512,0.1588932384,0.0200754709,5
488
+0.8615272907,0.0558739638,0.0425980696,5
489
+1.1773762325,-0.0422194089,0.0521767549,5
490
+0.9976154456,-0.0044358708,-0.026772082,5
491
+0.8877030685,-0.0058065322,0.1108946832,5
492
+0.9171542264,0.0716204413,-0.0904319042,5
493
+0.9856597396,-0.0176409814,-0.0244156243,5
494
+0.9526535928,0.1515719662,0.00237233,5
495
+0.9346789885,0.2732195076,-0.0334988219,5
496
+0.9781451718,0.0090598178,-0.0323152765,5
497
+1.0030421476,0.1127683542,-0.0731872353,5
498
+0.8243177756,-0.0440912072,0.0363649797,5
499
+1.1864883679,-0.1045043026,0.0995957211,5
500
+1.1899711665,0.2261939224,0.0542339068,5
501
+0.8588402505,-0.1561970116,0.0842870882,5
502
+1.0538782442,-0.1172996684,0.06193236,5
503
+1.0486008585,-0.0633073755,-0.0661659031,5
504
+0.8945104686,0.0818230648,-0.0452676495,5
505
+1.0709851892,-0.04134139,0.0158732613,5
506
+0.9561384005,-0.0094642688,0.033324224,5
507
+0.9334184987,0.0192628963,-0.1642931575,5
508
+1.2433154039,0.1183678428,0.073774745,5
509
+1.1578705901,0.0186903432,0.0524092864,5
510
+1.0042947325,-0.0028495698,0.0964163761,5
511
+0.9345383362,-0.0708035392,0.023882411,5
512
+1.0972295973,-0.0923381085,0.1024999909,5
513
+1.11306313,-0.0591892782,-0.1055475661,5
514
+0.9190652765,0.0362623483,0.0049667431,5
515
+1.0307215844,0.0191343665,-0.0328754211,5
516
+1.0709906816,-0.1724518081,0.0732105984,5
517
+0.948250648,-0.1303315952,0.1611371746,5
518
+1.1075461506,-0.0812355766,0.0069503168,5
519
+0.9109938795,-0.1130592454,0.947634771,6
520
+0.9218799062,0.0347492501,0.8854324183,6
521
+1.0090596115,0.0543524303,1.0168769363,6
522
+0.9626539468,0.1702941291,1.1265716829,6
523
+1.1695044353,-0.0695590571,1.0004967092,6
524
+1.011860025,0.0402550276,0.8185029492,6
525
+0.9567481722,-0.101882474,1.0969860481,6
526
+1.0360682362,0.0345628031,1.0342808884,6
527
+1.2248101342,0.0316021679,0.9842439902,6
528
+0.9683459128,-0.0624493167,1.1096808878,6
529
+0.9282134112,0.1169014722,1.0638927841,6
530
+0.8920401325,-0.0051803567,0.937197604,6
531
+1.0748397253,-0.1406429765,1.0033840721,6
532
+1.1880666757,-0.0223147561,0.9777006691,6
533
+1.0623984423,-0.0004713822,0.9926878826,6
534
+1.1887907464,-0.0144396795,0.9336592571,6
535
+1.0756591451,-0.0779980282,0.9777229943,6
536
+0.959872644,-0.1455972284,1.0789879338,6
537
+1.0668711481,-0.113908015,0.9141506825,6
538
+1.092831536,0.0776874269,1.1355415836,6
539
+1.1592568129,0.0554276927,1.0198489071,6
540
+1.0360933546,0.0074066031,1.1244943743,6
541
+0.9748594328,-0.0957053204,1.0283782949,6
542
+0.9938750766,0.0105484031,0.9428130894,6
543
+1.0263644029,0.0090420139,1.025135586,6
544
+1.0347341084,-0.1462391264,0.9730751,6
545
+1.0749011345,0.1020430743,0.7853781788,6
546
+1.014478611,0.127376689,1.0144574751,6
547
+1.0143133181,-0.0580087333,0.9143294268,6
548
+0.9646392847,0.1014155432,0.9342168563,6
549
+1.1047617796,0.0398787794,0.9026106986,6
550
+0.7825501007,0.063743047,1.0107920138,6
551
+0.9622900991,-0.0345499246,0.9148865012,6
552
+0.9463441521,0.0730900293,1.1382212582,6
553
+1.1475252717,-0.0731745479,0.9951026616,6
554
+1.1665401568,0.0126875495,1.0542808977,6
555
+0.9021460876,-0.0304633385,1.057431035,6
556
+0.9758437131,-0.0429218085,0.954706761,6
557
+1.0149306342,-0.1330363164,0.9591890377,6
558
+1.0413753422,0.0768718837,1.1173653363,6
559
+1.1495976128,0.0534416734,0.9938401271,6
560
+1.0135185441,-0.0133616136,0.9205786565,6
561
+1.0443185017,-0.2809059267,1.0815406577,6
562
+1.0661395828,-0.0707606583,1.1103792138,6
563
+0.9817137083,-0.011190395,1.0713737707,6
564
+0.8791946539,-0.0193237061,1.0142512554,6
565
+1.0101528422,0.1313925535,0.904436269,6
566
+0.9318123283,-0.2396009271,1.0216392994,6
567
+0.9195405127,0.0610305427,0.8673250913,6
568
+0.9934540863,-0.0418953692,0.9749918037,6
569
+1.0186051218,0.0079101774,0.9170188841,6
570
+0.9423464837,-0.0795791326,1.1459430109,6
571
+0.9243556694,0.1685027446,0.8242241155,6
572
+1.1287780107,0.0249005391,1.0049451397,6
573
+0.9865182895,0.1312003353,0.9039525923,6
574
+1.1229497355,-0.0415562267,0.9041108777,6
575
+0.9258288805,0.1183871316,0.9851812222,6
576
+1.0538679057,0.165329025,1.1022778994,6
577
+1.014700158,0.0258408265,0.9396699118,6
578
+1.0968710948,0.0718032656,0.8688356786,6
579
+0.9410026867,-0.0527254808,0.9084667221,6
580
+1.0013281076,-0.1139416166,0.8159647409,6
581
+1.0788968004,-0.1811295965,1.1631603663,6
582
+0.9631570247,-0.1236147956,1.0505451524,6
583
+1.0172250171,0.1048651932,1.0575208052,6
584
+1.0206071656,0.0716449672,0.9497787936,6
585
+1.2221640859,-0.1574936545,1.0942144973,6
586
+0.969981116,-0.0830417676,1.0756058235,6
587
+1.0888589104,-0.0340663146,1.2352260909,6
588
+1.3563101006,-0.0416629572,0.8691450565,6
589
+1.1022509739,-0.0353535935,0.9588179866,6
590
+1.071401252,0.0785352816,1.0043113635,6
591
+1.0094105694,0.1334228165,0.8517747904,6
592
+0.8657335156,-0.0024105168,1.0617924067,6
593
+1.0781378746,0.0897992165,1.1015263459,6
594
+0.9044110867,-0.0620138188,0.8846507792,6
595
+1.1388898705,-0.0541434167,1.0026487885,6
596
+1.1004203651,-0.1318149651,1.1459813753,6
597
+1.0503141461,-0.0447973366,0.8065274228,6
598
+1.088479026,-0.0127693301,1.088567261,6
599
+1.0931883253,0.114245739,0.9320391783,6
600
+0.9504395717,-0.0725487344,0.9023667681,6
601
+1.0122431456,-0.0165609209,0.9742256478,6
602
+0.865156696,0.1667540168,0.9918295813,6
603
+0.8919151555,0.0524023888,1.0627184063,6
604
+1.0214067956,0.0408522336,0.8665994874,6
605
+1.0160754389,-0.1855787291,1.1151972449,6
606
+0.9812303727,0.0134805764,0.9398743942,6
607
+1.0918584416,0.0076367929,0.9211741157,6
608
+1.0653196029,-0.0391098304,0.9293080121,6
609
+0.9992939405,-0.2045603093,1.0741985697,6
610
+1.1206877977,0.1396765272,1.2666408226,6
611
+0.9736972234,-0.0067102142,0.9124999219,6
612
+1.0396165559,-0.2030893052,0.9857630874,6
613
+1.0721388862,0.1918462519,0.9137801844,6
614
+0.779276606,-0.0111546634,0.9663624327,6
615
+1.0302922572,0.0560679371,1.0707784339,6
616
+1.0402712622,0.0731587636,0.9433129419,6
617
+1.0509900754,-0.1855774624,1.0725973138,6
618
+1.1749760223,-0.0207889303,1.0555531913,6
619
+0.8108429419,1.0122234115,0.1228820786,7
620
+1.1648528178,0.9617859525,0.0191428184,7
621
+1.0988448858,1.082688729,0.2231037503,7
622
+0.9830069832,0.9965466024,-0.2041593877,7
623
+1.1124283933,0.9250917155,0.2176350284,7
624
+0.9503576335,1.1086578858,-0.0875585977,7
625
+0.9822672671,1.2885499715,0.0634072628,7
626
+0.945203945,0.8877579428,-0.0440535523,7
627
+1.0538070464,1.0735761264,-0.0631369209,7
628
+1.0354280015,1.1486246466,0.017074452,7
629
+1.0419154135,1.0394683724,0.0334900091,7
630
+1.0223916698,1.0841866587,-0.0397219946,7
631
+0.9651331133,0.9676238889,-0.0856346243,7
632
+1.0847747355,1.0356697211,-0.0470150191,7
633
+1.0442990333,0.9374390667,-0.050866492,7
634
+0.9165713648,1.0487153141,-0.0752036376,7
635
+0.9736920218,0.9253132724,-0.0386413026,7
636
+0.9126155504,0.9423995003,-0.0776175262,7
637
+0.7992651078,0.9369160515,-0.0235985797,7
638
+0.8099401045,1.0588107097,-0.0421120716,7
639
+1.0879531648,0.9949282012,0.062989748,7
640
+1.049332596,0.9164591148,-0.0867946879,7
641
+0.9868872309,0.9336469282,0.0403030885,7
642
+1.0970621032,0.7403056914,0.0389805564,7
643
+1.0731632719,0.9456809423,-0.0876812964,7
644
+0.9716505911,1.0447334109,0.0033905886,7
645
+1.0262482876,0.9506766242,-0.0644694873,7
646
+1.0024348484,0.9753607597,0.0290742707,7
647
+0.9059532627,0.9439231974,0.0536132476,7
648
+1.0490631187,0.9833851429,0.0157619908,7
649
+0.9827975564,1.2037037131,0.0180143188,7
650
+0.9338939614,1.0718186167,-0.0658496179,7
651
+0.942152711,0.8607203651,-0.0791960974,7
652
+1.171233614,1.0430597237,-0.0447360172,7
653
+0.9723594641,1.078224801,0.1204391221,7
654
+0.9139369898,1.1177881483,-0.0069036551,7
655
+1.0650085655,1.05440023,-0.1452990017,7
656
+1.1036162988,1.0717482698,-0.0179719179,7
657
+1.0064453081,0.817812596,-0.1245508761,7
658
+0.855491697,0.971386547,0.0077631323,7
659
+0.9012047095,1.1290587853,-0.1233754024,7
660
+0.9147247227,1.0127612137,-0.0047061474,7
661
+1.0720821791,0.8839594346,-0.0647158794,7
662
+0.983200063,0.9415392412,-0.0668611847,7
663
+0.9235397992,1.2534390755,0.0263223636,7
664
+1.138725306,1.0670331329,-0.1722041404,7
665
+0.8478906011,1.1048555539,0.0771105915,7
666
+0.9565212428,1.1540488755,-0.1256747698,7
667
+1.0603721496,0.9184691873,0.118541224,7
668
+1.022916688,0.7767728739,0.0199673412,7
669
+0.9834988542,1.012656124,0.0267558531,7
670
+0.9833152164,1.0620472114,-0.0002999177,7
671
+0.8706137525,1.0294475018,-0.0456261696,7
672
+0.9549719958,0.9085151226,-0.1034718728,7
673
+1.0704144639,1.0116114253,0.0425650095,7
674
+1.0334651729,0.9690121087,-0.0372325752,7
675
+0.8954986322,0.9767830677,0.1451054331,7
676
+1.032434087,0.8980350364,0.0840660003,7
677
+0.9427649542,1.1100964187,0.1863743951,7
678
+1.064903815,1.0954389103,-0.2485358648,7
679
+1.0023294006,1.0178029314,0.0124151272,7
680
+1.0414820238,0.9901631753,0.0439255568,7
681
+1.2528230216,0.8382797026,-0.1145215468,7
682
+1.0014376854,0.9520610804,0.0950373923,7
683
+1.0481406128,1.0843548526,-0.0607161677,7
684
+1.0757493834,1.1745227772,-0.021205347,7
685
+0.8577307883,1.0870330844,0.1182314001,7
686
+1.1076183795,1.0085803149,0.0317600592,7
687
+1.0796332541,1.2225495322,-0.2191631186,7
688
+1.0585023223,0.9428785146,0.0422921113,7
689
+1.030405068,1.0033378273,-0.1023144134,7
690
+0.8072758594,0.9507790031,-0.0091784612,7
691
+1.006192918,0.9498434413,0.1177516111,7
692
+0.9747502798,0.9084199921,-0.0074864992,7
693
+0.8888308862,1.0149282223,0.0511070586,7
694
+1.1188810539,1.0310546467,-0.0773429811,7
695
+1.1137314199,0.9501502743,-0.1273288561,7
696
+1.0589704698,0.9284165841,0.118412941,7
697
+1.0468805142,0.9983918099,0.1383595753,7
698
+0.9517838834,1.0570576595,-0.0992217329,7
699
+1.2367518261,1.0264148125,-0.14379438,7
700
+1.1117910215,0.8893219679,0.0126133088,7
701
+0.9759505515,0.9663216874,0.1361969305,7
702
+1.1187607999,0.9231206048,-0.0756969968,7
703
+1.0913438215,1.0508713022,0.0611435338,7
704
+0.9668580358,0.7453815937,0.1296120873,7
705
+1.1385060972,1.072738023,0.0568471368,7
706
+1.0602244725,1.012532151,-0.0811070063,7
707
+0.9655082276,1.1400645069,-0.1625612515,7
708
+0.8695248971,0.9132346853,0.0379866113,7
709
+1.1300750806,0.8962700486,0.0310042941,7
710
+1.1592544362,1.000577815,-0.0622383849,7
711
+0.9735998566,0.8855276777,0.0671800541,7
712
+1.0581488845,1.0787021185,0.0109078866,7
713
+1.1054492008,1.0966630591,-0.0403198256,7
714
+0.8790852924,0.9500164878,0.030011284,7
715
+1.1321574009,0.9666038426,0.0331930808,7
716
+1.0006581352,1.1184979336,-0.1709414075,7
717
+0.9974311817,0.9394490075,-0.0027509065,7
718
+0.8657794387,1.0332053485,0.0116681246,7
719
+0.9243669096,1.1152207023,1.0607952391,8
720
+1.0197246468,1.0496402145,0.9511858012,8
721
+0.9833410282,1.0905675807,1.048108793,8
722
+1.0349216568,1.0286434816,0.9663267768,8
723
+1.0634522664,0.8870034891,0.9075263578,8
724
+0.9091442482,0.9759417089,1.007838533,8
725
+1.216313826,1.0016009028,0.8666250725,8
726
+0.9396131006,0.9869019614,1.0031545921,8
727
+0.83816655,1.1326919955,1.1808426467,8
728
+0.924781626,1.1011790963,1.0659193333,8
729
+1.0375197562,0.9442991144,0.9268530879,8
730
+0.9560461971,0.8436047326,0.9745032832,8
731
+0.9319793428,0.9686105481,0.8392646581,8
732
+1.0954457898,0.7836590654,0.9612331241,8
733
+1.0982420945,0.9287947464,1.1693830307,8
734
+1.1747405489,0.9042240626,0.9891641931,8
735
+0.8936156052,1.0625433706,0.9887227723,8
736
+0.9436893175,1.0572936029,1.0508368782,8
737
+0.964247329,0.9943790204,1.0778718237,8
738
+1.1452958554,1.0518130824,1.0758811469,8
739
+0.9561765883,0.9808867799,0.9860256355,8
740
+0.9327390329,0.9856224245,0.9979974995,8
741
+1.1617931201,0.9005636624,0.909103459,8
742
+1.0250564035,0.8692472333,0.9217385208,8
743
+0.8521427633,0.9949840906,0.9687029591,8
744
+1.0710038263,0.9458919473,0.8630765573,8
745
+0.9860837381,0.9059280326,0.7875343779,8
746
+1.0534546244,1.0150523388,1.0117984418,8
747
+0.9147866009,1.0932956688,0.8048966412,8
748
+0.9252316503,1.0971663995,0.8150184448,8
749
+0.9376258632,0.9792267892,1.129875434,8
750
+1.0650153914,0.9354882519,0.9329469189,8
751
+1.0138427479,0.8723755185,1.0053354747,8
752
+1.2918887377,0.9442124786,0.8553627203,8
753
+0.9593939757,0.8476863549,1.0539397017,8
754
+0.8792551452,0.9363625011,1.0468242606,8
755
+1.09923622,0.9976373459,1.1188633272,8
756
+1.1759899417,0.9700721698,1.0868286577,8
757
+1.2337317514,0.9316553534,1.0045590117,8
758
+0.937027591,1.0716496959,1.1571913335,8
759
+0.9544271626,0.8549861596,0.8727378732,8
760
+1.1141000065,0.9925629442,0.9069098419,8
761
+1.0322784887,1.0016372226,0.939389074,8
762
+0.7752051612,0.9475494902,1.1571677674,8
763
+0.9417134729,1.1480767365,1.0104033802,8
764
+0.9857983449,0.9483761651,1.1189739511,8
765
+0.8860108404,1.0167130988,1.0716054904,8
766
+1.0485590898,1.0281076553,1.0770027078,8
767
+0.972936001,0.9744658135,1.0315236333,8
768
+1.0917001365,1.0404284282,0.9144449877,8
769
+0.8856056701,0.9892468993,0.8379978547,8
770
+1.1645415932,0.9677675002,0.9461969197,8
771
+1.2691600747,1.1783497377,0.927404833,8
772
+1.061684125,1.0207444623,1.184496151,8
773
+1.2560027983,1.0484594224,0.956401718,8
774
+0.9941960649,1.0958279815,0.9742920811,8
775
+0.9391740244,0.8156921867,0.9648304627,8
776
+0.9493042293,1.1089550172,1.0649549887,8
777
+0.9672717058,0.9648959647,0.7427189088,8
778
+0.9234516301,1.0102380535,1.0107229054,8
779
+0.915562289,1.1491545437,0.8998568441,8
780
+0.9768892159,1.1387813193,1.0597715923,8
781
+0.9409239976,0.909739065,1.0413460281,8
782
+1.1114197561,0.8619299526,0.9061218418,8
783
+0.8476087944,1.113250151,1.1026074013,8
784
+1.1079195914,0.8874727123,0.9993998748,8
785
+0.9835309956,0.9103991748,1.1399545514,8
786
+0.9588421742,0.8485257768,1.0346415381,8
787
+1.0628411786,0.9873042079,0.864288383,8
788
+0.9892291008,0.9886397152,1.0510696961,8
789
+1.2168481015,0.989918477,0.8854588842,8
790
+1.0516734374,0.990169052,1.0813265025,8
791
+0.9784101492,1.0469988611,1.0105484889,8
792
+1.0525132982,0.9459752342,0.9577511978,8
793
+1.2224392374,0.9464150457,0.9915008424,8
794
+0.8991862693,1.0619308251,1.1953520674,8
795
+0.974869979,0.8111492278,0.9926192948,8
796
+0.9331770647,0.8194638968,1.1177340939,8
797
+1.0320145654,0.8322612307,0.8873804991,8
798
+0.9992276979,0.9818564395,0.9529949053,8
799
+1.0805072718,0.9897737828,1.0761893674,8
800
+1.1262384261,1.1532941223,1.0641133182,8
801
+0.8749051743,0.9754096151,0.9570179294,8
802
+0.8741601865,1.1066335765,1.0609961486,8
803
+1.1874157038,1.0702177836,1.1881761875,8
804
+0.8406331615,1.1342809777,1.0504553546,8
805
+1.0291929133,0.8270319784,0.9505915197,8
806
+1.0437005257,1.1644438022,1.0020430486,8
807
+1.1139287656,1.1000785654,0.7538229575,8
808
+0.8929145341,1.0067494785,1.0218027187,8
809
+0.7545219775,1.0053152155,0.9364895035,8
810
+1.1214374443,1.0479375843,0.9866802298,8
811
+0.962817727,1.0043558827,1.0259677779,8
812
+0.9817360007,1.001629084,1.0350485829,8
813
+0.9091109107,1.0369102284,1.0298478987,8
814
+1.0630619642,1.0341423906,0.8970058816,8
815
+0.8235309899,1.0593688798,0.9596021449,8
816
+1.0387961007,1.0733640626,0.8816782544,8
817
+1.0196932896,0.8307785686,0.9061876384,8
818
+0.912287437,1.108971576,0.9051170984,8

+ 3683
- 0
artificial/impossible.arff
File diff suppressed because it is too large
View File


+ 41
- 0
artificial/insect.arff View File

@@ -0,0 +1,41 @@
1
+% source: http://people.sc.fsu.edu/~jburkardt/datasets/martinez/martinez.html
2
+% The INSECT data set contains 10 measurements (rows) of 3 quantities (columns) for each of 3 species of insect. This data can be used to test clustering techniques.
3
+%
4
+@relation insect
5
+
6
+@attribute attr1 numeric
7
+@attribute attr2 numeric
8
+@attribute attr3 numeric
9
+@attribute class {A,B,C}
10
+
11
+@data
12
+191,131,53,A
13
+185,134,50,A
14
+200,137,52,A
15
+173,127,50,A
16
+171,128,49,A
17
+160,118,47,A
18
+188,134,54,A
19
+186,129,51,A
20
+174,131,52,A
21
+163,115,47,A
22
+186,107,49,B
23
+211,122,49,B
24
+201,144,47,B
25
+242,131,54,B
26
+184,108,43,B
27
+211,118,51,B
28
+217,122,49,B
29
+223,127,51,B
30
+208,125,50,B
31
+199,124,46,B
32
+158,141,58,C
33
+146,119,51,C
34
+151,130,51,C
35
+122,113,45,C
36
+138,121,53,C
37
+132,115,49,C
38
+131,127,51,C
39
+135,123,50,C
40
+125,119,51,C
41
+130,120,48,C

+ 377
- 0
artificial/jain.arff View File

@@ -0,0 +1,377 @@
1
+% Jain
2
+% N=373, M=2, D=2
3
+% Jain, A. and M. Law, Data clustering: A user's dilemma. Lecture Notes in Computer Science, 2005. 3776: p. 1-10.
4
+%
5
+@RELATION jain
6
+
7
+@ATTRIBUTE x REAL
8
+@ATTRIBUTE y REAL
9
+@ATTRIBUTE class {1,2}
10
+
11
+@DATA
12
+0.85,17.45,2
13
+0.75,15.6,2
14
+3.3,15.45,2
15
+5.25,14.2,2
16
+4.9,15.65,2
17
+5.35,15.85,2
18
+5.1,17.9,2
19
+4.6,18.25,2
20
+4.05,18.75,2
21
+3.4,19.7,2
22
+2.9,21.15,2
23
+3.1,21.85,2
24
+3.9,21.85,2
25
+4.4,20.05,2
26
+7.2,14.5,2
27
+7.65,16.5,2
28
+7.1,18.65,2
29
+7.05,19.9,2
30
+5.85,20.55,2
31
+5.5,21.8,2
32
+6.55,21.8,2
33
+6.05,22.3,2
34
+5.2,23.4,2
35
+4.55,23.9,2
36
+5.1,24.4,2
37
+8.1,26.35,2
38
+10.15,27.7,2
39
+9.75,25.5,2
40
+9.2,21.1,2
41
+11.2,22.8,2
42
+12.6,23.1,2
43
+13.25,23.5,2
44
+11.65,26.85,2
45
+12.45,27.55,2
46
+13.3,27.85,2
47
+13.7,27.75,2
48
+14.15,26.9,2
49
+14.05,26.55,2
50
+15.15,24.2,2
51
+15.2,24.75,2
52
+12.2,20.9,2
53
+12.15,21.45,2
54
+12.75,22.05,2
55
+13.15,21.85,2
56
+13.75,22,2
57
+13.95,22.7,2
58
+14.4,22.65,2
59
+14.2,22.15,2
60
+14.1,21.75,2
61
+14.05,21.4,2
62
+17.2,24.8,2
63
+17.7,24.85,2
64
+17.55,25.2,2
65
+17,26.85,2
66
+16.55,27.1,2
67
+19.15,25.35,2
68
+18.8,24.7,2
69
+21.4,25.85,2
70
+15.8,21.35,2
71
+16.6,21.15,2
72
+17.45,20.75,2
73
+18,20.95,2
74
+18.25,20.2,2
75
+18,22.3,2
76
+18.6,22.25,2
77
+19.2,21.95,2
78
+19.45,22.1,2
79
+20.1,21.6,2
80
+20.1,20.9,2
81
+19.9,20.35,2
82
+19.45,19.05,2
83
+19.25,18.7,2
84
+21.3,22.3,2
85
+22.9,23.65,2
86
+23.15,24.1,2
87
+24.25,22.85,2
88
+22.05,20.25,2
89
+20.95,18.25,2
90
+21.65,17.25,2
91
+21.55,16.7,2
92
+21.6,16.3,2
93
+21.5,15.5,2
94
+22.4,16.5,2
95
+22.25,18.1,2
96
+23.15,19.05,2
97
+23.5,19.8,2
98
+23.75,20.2,2
99
+25.15,19.8,2
100
+25.5,19.45,2
101
+23,18,2
102
+23.95,17.75,2
103
+25.9,17.55,2
104
+27.65,15.65,2
105
+23.1,14.6,2
106
+23.5,15.2,2
107
+24.05,14.9,2
108
+24.5,14.7,2
109
+14.15,17.35,1
110
+14.3,16.8,1
111
+14.3,15.75,1
112
+14.75,15.1,1
113
+15.35,15.5,1
114
+15.95,16.45,1
115
+16.5,17.05,1
116
+17.35,17.05,1
117
+17.15,16.3,1
118
+16.65,16.1,1
119
+16.5,15.15,1
120
+16.25,14.95,1
121
+16,14.25,1
122
+15.9,13.2,1
123
+15.15,12.05,1
124
+15.2,11.7,1
125
+17,15.65,1
126
+16.9,15.35,1
127
+17.35,15.45,1
128
+17.15,15.1,1
129
+17.3,14.9,1
130
+17.7,15,1
131
+17,14.6,1
132
+16.85,14.3,1
133
+16.6,14.05,1
134
+17.1,14,1
135
+17.45,14.15,1
136
+17.8,14.2,1
137
+17.6,13.85,1
138
+17.2,13.5,1
139
+17.25,13.15,1
140
+17.1,12.75,1
141
+16.95,12.35,1
142
+16.5,12.2,1
143
+16.25,12.5,1
144
+16.05,11.9,1
145
+16.65,10.9,1
146
+16.7,11.4,1
147
+16.95,11.25,1
148
+17.3,11.2,1
149
+18.05,11.9,1
150
+18.6,12.5,1
151
+18.9,12.05,1
152
+18.7,11.25,1
153
+17.95,10.9,1
154
+18.4,10.05,1
155
+17.45,10.4,1
156
+17.6,10.15,1
157
+17.7,9.85,1
158
+17.3,9.7,1
159
+16.95,9.7,1
160
+16.75,9.65,1
161
+19.8,9.95,1
162
+19.1,9.55,1
163
+17.5,8.3,1
164
+17.55,8.1,1
165
+17.85,7.55,1
166
+18.2,8.35,1
167
+19.3,9.1,1
168
+19.4,8.85,1
169
+19.05,8.85,1
170
+18.9,8.5,1
171
+18.6,7.85,1
172
+18.7,7.65,1
173
+19.35,8.2,1
174
+19.95,8.3,1
175
+20,8.9,1
176
+20.3,8.9,1
177
+20.55,8.8,1
178
+18.35,6.95,1
179
+18.65,6.9,1
180
+19.3,7,1
181
+19.1,6.85,1
182
+19.15,6.65,1
183
+21.2,8.8,1
184
+21.4,8.8,1
185
+21.1,8,1
186
+20.4,7,1
187
+20.5,6.35,1
188
+20.1,6.05,1
189
+20.45,5.15,1
190
+20.95,5.55,1
191
+20.95,6.2,1
192
+20.9,6.6,1
193
+21.05,7,1
194
+21.85,8.5,1
195
+21.9,8.2,1
196
+22.3,7.7,1
197
+21.85,6.65,1
198
+21.3,5.05,1
199
+22.6,6.7,1
200
+22.5,6.15,1
201
+23.65,7.2,1
202
+24.1,7,1
203
+21.95,4.8,1
204
+22.15,5.05,1
205
+22.45,5.3,1
206
+22.45,4.9,1
207
+22.7,5.5,1
208
+23,5.6,1
209
+23.2,5.3,1
210
+23.45,5.95,1
211
+23.75,5.95,1
212
+24.45,6.15,1
213
+24.6,6.45,1
214
+25.2,6.55,1
215
+26.05,6.4,1
216
+25.3,5.75,1
217
+24.35,5.35,1
218
+23.3,4.9,1
219
+22.95,4.75,1
220
+22.4,4.55,1
221
+22.8,4.1,1
222
+22.9,4,1
223
+23.25,3.85,1
224
+23.45,3.6,1
225
+23.55,4.2,1
226
+23.8,3.65,1
227
+23.8,4.75,1
228
+24.2,4,1
229
+24.55,4,1
230
+24.7,3.85,1
231
+24.7,4.3,1
232
+24.9,4.75,1
233
+26.4,5.7,1
234
+27.15,5.95,1
235
+27.3,5.45,1
236
+27.5,5.45,1
237
+27.55,5.1,1
238
+26.85,4.95,1
239
+26.6,4.9,1
240
+26.85,4.4,1
241
+26.2,4.4,1
242
+26,4.25,1
243
+25.15,4.1,1
244
+25.6,3.9,1
245
+25.85,3.6,1
246
+24.95,3.35,1
247
+25.1,3.25,1
248
+25.45,3.15,1
249
+26.85,2.95,1
250
+27.15,3.15,1
251
+27.2,3,1
252
+27.95,3.25,1
253
+27.95,3.5,1
254
+28.8,4.05,1
255
+28.8,4.7,1
256
+28.75,5.45,1
257
+28.6,5.75,1
258
+29.25,6.3,1
259
+30,6.55,1
260
+30.6,3.4,1
261
+30.05,3.45,1
262
+29.75,3.45,1
263
+29.2,4,1
264
+29.45,4.05,1
265
+29.05,4.55,1
266
+29.4,4.85,1
267
+29.5,4.7,1
268
+29.9,4.45,1
269
+30.75,4.45,1
270
+30.4,4.05,1
271
+30.8,3.95,1
272
+31.05,3.95,1
273
+30.9,5.2,1
274
+30.65,5.85,1
275
+30.7,6.15,1
276
+31.5,6.25,1
277
+31.65,6.55,1
278
+32,7,1
279
+32.5,7.95,1
280
+33.35,7.45,1
281
+32.6,6.95,1
282
+32.65,6.6,1
283
+32.55,6.35,1
284
+32.35,6.1,1
285
+32.55,5.8,1
286
+32.2,5.05,1
287
+32.35,4.25,1
288
+32.9,4.15,1
289
+32.7,4.6,1
290
+32.75,4.85,1
291
+34.1,4.6,1
292
+34.1,5,1
293
+33.6,5.25,1
294
+33.35,5.65,1
295
+33.75,5.95,1
296
+33.4,6.2,1
297
+34.45,5.8,1
298
+34.65,5.65,1
299
+34.65,6.25,1
300
+35.25,6.25,1
301
+34.35,6.8,1
302
+34.1,7.15,1
303
+34.45,7.3,1
304
+34.7,7.2,1
305
+34.85,7,1
306
+34.35,7.75,1
307
+34.55,7.85,1
308
+35.05,8,1
309
+35.5,8.05,1
310
+35.8,7.1,1
311
+36.6,6.7,1
312
+36.75,7.25,1
313
+36.5,7.4,1
314
+35.95,7.9,1
315
+36.1,8.1,1
316
+36.15,8.4,1
317
+37.6,7.35,1
318
+37.9,7.65,1
319
+29.15,4.4,1
320
+34.9,9,1
321
+35.3,9.4,1
322
+35.9,9.35,1
323
+36,9.65,1
324
+35.75,10,1
325
+36.7,9.15,1
326
+36.6,9.8,1
327
+36.9,9.75,1
328
+37.25,10.15,1
329
+36.4,10.15,1
330
+36.3,10.7,1
331
+36.75,10.85,1
332
+38.15,9.7,1
333
+38.4,9.45,1
334
+38.35,10.5,1
335
+37.7,10.8,1
336
+37.45,11.15,1
337
+37.35,11.4,1
338
+37,11.75,1
339
+36.8,12.2,1
340
+37.15,12.55,1
341
+37.25,12.15,1
342
+37.65,11.95,1
343
+37.95,11.85,1
344
+38.6,11.75,1
345
+38.5,12.2,1
346
+38,12.95,1
347
+37.3,13,1
348
+37.5,13.4,1
349
+37.85,14.5,1
350
+38.3,14.6,1
351
+38.05,14.45,1
352
+38.35,14.35,1
353
+38.5,14.25,1
354
+39.3,14.2,1
355
+39,13.2,1
356
+38.95,12.9,1
357
+39.2,12.35,1
358
+39.5,11.8,1
359
+39.55,12.3,1
360
+39.75,12.75,1
361
+40.2,12.8,1
362
+40.4,12.05,1
363
+40.45,12.5,1
364
+40.55,13.15,1
365
+40.45,14.5,1
366
+40.2,14.8,1
367
+40.65,14.9,1
368
+40.6,15.25,1
369
+41.3,15.3,1
370
+40.95,15.7,1
371
+41.25,16.8,1
372
+40.95,17.05,1
373
+40.7,16.45,1
374
+40.45,16.3,1
375
+39.9,16.2,1
376
+39.65,16.2,1
377
+39.25,15.5,1

+ 1010
- 0
artificial/long1.arff
File diff suppressed because it is too large
View File


+ 1010
- 0
artificial/long2.arff
File diff suppressed because it is too large
View File


+ 1010
- 0
artificial/long3.arff
File diff suppressed because it is too large
View File


+ 909
- 0
artificial/longsquare.arff View File

@@ -0,0 +1,909 @@
1
+% Handl, Julia, and Joshua Knowles. "Multiobjective clustering with automatic determination of the number of clusters."
2
+% UMIST, Manchester, Tech. Rep. TR-COMPSYSBIO-2004-02 (2004).
3
+@RELATION longsquare
4
+%
5
+@ATTRIBUTE a0 REAL
6
+@ATTRIBUTE a1 REAL
7
+@ATTRIBUTE CLASS {0,1,2,3,4,5}
8
+%
9
+@DATA
10
+15.464,19.4409,0
11
+17.7983,14.8367,0
12
+15.0522,17.2602,0
13
+15.3265,18.1245,0
14
+17.7211,15.0053,0
15
+16.7703,16.5096,0
16
+14.5202,15.2777,0
17
+13.0365,16.5854,0
18
+12.9726,17.9263,0
19
+15.8985,17.3809,0
20
+17.4951,17.3044,0
21
+15.429,14.2952,0
22
+17.3656,14.5727,0
23
+15.3067,17.2094,0
24
+16.0827,15.4634,0
25
+17.0917,17.56,0
26
+16.9116,14.989,0
27
+17.4422,16.4065,0
28
+16.0756,14.5156,0
29
+15.9407,14.9483,0
30
+16.3072,14.9,0
31
+15.6273,14.0664,0
32
+16.2231,18.0958,0
33
+18.582,18.2984,0
34
+14.6839,12.5133,0
35
+18.0406,14.282,0
36
+16.9226,15.4166,0
37
+16.1448,14.0772,0
38
+15.5834,17.4993,0
39
+15.3563,15.9997,0
40
+15.502,15.2259,0
41
+17.5806,14.6431,0
42
+19.5359,17.3495,0
43
+17.1991,15.8414,0
44
+18.0528,16.1468,0
45
+15.7983,16.6047,0
46
+15.512,17.1197,0
47
+17.0188,18.0452,0
48
+15.0616,13.7979,0
49
+19.2077,14.2998,0
50
+15.2413,14.1172,0
51
+13.48,15.2144,0
52
+17.5143,15.5952,0
53
+19.3998,16.5515,0
54
+14.3853,17.2844,0
55
+12.5038,15.8406,0
56
+14.5953,14.5792,0
57
+16.4044,16.5052,0
58
+14.9307,13.9586,0
59
+16.777,14.848,0
60
+14.9371,14.3088,0
61
+14.8611,14.7618,0
62
+18.4363,16.9572,0
63
+13.6519,17.5881,0
64
+13.0717,20.5201,0
65
+14.8945,15.9053,0
66
+15.8362,15.5648,0
67
+15.2934,16.1949,0
68
+15.8895,14.6806,0
69
+16.476,15.1737,0
70
+14.2752,15.1935,0
71
+18.4192,16.271,0
72
+17.4179,16.3666,0
73
+14.3428,15.3748,0
74
+15.7446,15.1492,0
75
+17.5479,13.6618,0
76
+16.3384,18.499,0
77
+16.5278,16.4721,0
78
+15.7585,14.776,0
79
+17.4294,15.5536,0
80
+14.9692,17.9135,0
81
+14.9882,16.445,0
82
+18.7688,17.8611,0
83
+11.8488,16.2259,0
84
+14.9125,17.3603,0
85
+14.5812,14.6913,0
86
+17.2207,15.2994,0
87
+14.4517,15.2015,0
88
+17.5746,11.7335,1
89
+15.1593,16.7917,0
90
+15.8593,15.7597,0
91
+14.8812,13.6643,0
92
+17.5061,15.6569,0
93
+16.4077,15.9492,0
94
+14.3321,16.4796,0
95
+17.3265,14.7527,0
96
+16.2282,14.7003,0
97
+16.9978,15.0612,0
98
+18.5195,18.0621,0
99
+15.6272,15.1682,0
100
+13.6691,14.7616,0
101
+17.2089,15.851,0
102
+17.9445,13.4884,0
103
+16.6038,15.7889,0
104
+15.5254,15.9746,0
105
+18.127,16.6261,0
106
+17.7556,16.1532,0
107
+18.0631,13.9859,0
108
+15.2447,13.4001,0
109
+16.8611,14.1324,0
110
+16.6306,17.1213,0
111
+16.2315,16.2718,0
112
+15.3492,17.1801,0
113
+16.5457,17.3388,0
114
+15.4792,14.1565,0
115
+15.9852,16.2795,0
116
+14.9367,16.9359,0
117
+14.9714,15.7472,0
118
+15.0812,14.504,0
119
+16.0673,16.6687,0
120
+14.5134,16.4144,0
121
+15.6038,18.5234,0
122
+16.5157,15.1785,0
123
+16.1788,15.6728,0
124
+18.3742,16.2976,0
125
+19.1106,17.5936,0
126
+15.8487,13.0658,0
127
+14.5193,16.6634,0
128
+17.521,19.4902,0
129
+17.7429,18.1655,0
130
+17.6849,16.367,0
131
+17.0571,14.0977,0
132
+13.2984,18.2434,0
133
+16.0727,15.9948,0
134
+17.6686,17.5843,0
135
+18.1393,18.4202,0
136
+13.1623,14.8153,0
137
+17.4634,16.6513,0
138
+17.4023,16.8694,0
139
+14.2923,15.3198,0
140
+17.5792,14.6935,0
141
+14.9105,11.5546,1
142
+14.8898,15.7512,0
143
+16.394,16.6561,0
144
+18.9102,14.4874,0
145
+17.9887,15.1311,0
146
+16.8118,12.1841,1
147
+15.0836,15.3659,0
148
+16.5774,17.569,0
149
+17.9506,15.1076,0
150
+14.517,17.4431,0
151
+15.9166,16.4265,0
152
+16.6646,16.0965,0
153
+15.8347,15.9536,0
154
+15.61,17.9846,0
155
+16.063,15.0598,0
156
+16.7968,16.4879,0
157
+16.5396,14.5664,0
158
+12.9813,16.077,0
159
+17.0785,11.6825,1
160
+15.699,7.32908,1
161
+14.1085,6.94373,1
162
+18.4709,8.60249,1
163
+16.9888,8.29333,1
164
+19.4182,7.62731,1
165
+14.6617,5.08308,1
166
+17.9592,10.0375,1
167
+16.0899,10.4643,1
168
+14.7572,5.59175,1
169
+13.6694,6.54048,1
170
+13.8108,6.6018,1
171
+15.8599,5.92665,1
172
+15.6776,8.29735,1
173
+13.9861,10.271,1
174
+18.0023,6.07867,1
175
+18.8984,9.10032,1
176
+15.8383,8.23948,1
177
+16.1484,6.66557,1
178
+15.9478,9.24739,1
179
+16.9019,7.06773,1
180
+17.2531,6.23929,1
181
+19.5515,8.93252,1
182
+19.0103,9.5994,1
183
+15.9829,8.38472,1
184
+17.2588,8.93734,1
185
+16.5692,8.65011,1
186
+14.0129,7.56813,1
187
+16.8909,8.33322,1
188
+14.8916,8.64276,1
189
+15.4347,4.60389,1
190
+14.2902,8.12746,1
191
+17.7572,5.78679,1
192
+17.4824,7.33767,1
193
+15.9216,9.92918,1
194
+16.7039,6.25332,1
195
+16.5762,10.7403,1
196
+14.8297,9.86756,1
197
+17.5867,7.25238,1
198
+14.8511,7.37453,1
199
+15.5677,9.96748,1
200
+17.4781,10.4769,1
201
+16.1063,6.62133,1
202
+16.2928,8.9168,1
203
+18.338,6.74959,1
204
+17.4109,9.79361,1
205
+20.1779,7.4522,1
206
+16.8988,5.96699,1
207
+16.5832,8.704,1
208
+14.9648,5.78802,1
209
+18.7261,6.80646,1
210
+15.8844,7.2688,1
211
+16.803,9.7472,1
212
+14.2722,8.28467,1
213
+15.9054,9.09486,1
214
+15.2714,8.79806,1
215
+15.3622,9.17853,1
216
+14.5347,6.65277,1
217
+14.8409,5.25403,1
218
+16.4029,11.4222,1
219
+15.5175,11.9222,1
220
+16.0587,8.00488,1
221
+16.2007,8.18439,1
222
+16.8932,6.3268,1
223
+16.3277,9.00106,1
224
+16.3464,8.23709,1
225
+17.1683,9.40932,1
226
+17.6443,7.21862,1
227
+17.6777,7.29736,1
228
+17.9091,6.83092,1
229
+15.5988,7.26227,1
230
+13.6005,8.42324,1
231
+17.1677,8.24945,1
232
+16.9085,11.8529,1
233
+18.099,10.4017,1
234
+16.9169,7.28374,1
235
+16.6055,6.87593,1
236
+14.7462,7.68021,1
237
+14.1696,7.5609,1
238
+16.9567,6.20564,1
239
+14.7724,8.89887,1
240
+16.9047,10.9222,1
241
+16.5317,6.80622,1
242
+15.2128,7.88061,1
243
+15.5922,9.57735,1
244
+15.827,5.91739,1
245
+13.9933,7.2087,1
246
+16.6141,8.39237,1
247
+15.3058,6.75483,1
248
+18.2146,8.41844,1
249
+18.0496,8.05228,1
250
+17.4953,7.88137,1
251
+17.1874,9.33475,1
252
+18.4342,6.78832,1
253
+17.6005,8.0358,1
254
+17.0468,10.2217,1
255
+17.1615,7.42877,1
256
+18.6278,8.24253,1
257
+14.6087,6.50582,1
258
+17.6314,9.52499,1
259
+16.4068,9.75788,1
260
+16.0037,7.84598,1
261
+15.2641,5.94742,1
262
+14.3937,7.03644,1
263
+17.1546,8.37845,1
264
+16.5244,8.47504,1
265
+16.7014,10.7579,1
266
+18.4548,8.01784,1
267
+17.9783,6.45875,1
268
+17.5793,7.64941,1
269
+17.3526,6.97903,1
270
+17.2886,7.48837,1
271
+16.8733,9.36932,1
272
+14.6718,4.76458,1
273
+17.6208,9.15871,1
274
+13.4419,9.51135,1
275
+19.4145,10.9154,1
276
+15.0542,9.56554,1
277
+15.7239,6.32376,1
278
+14.189,7.83459,1
279
+15.3044,7.27163,1
280
+16.2816,7.57201,1
281
+13.9934,6.47606,1
282
+18.4902,8.02435,1
283
+14.7082,6.72585,1
284
+17.3863,8.00846,1
285
+15.9281,6.96009,1
286
+13.0306,7.69288,1
287
+15.7197,7.63283,1
288
+17.1027,10.1849,1
289
+14.5884,9.05875,1
290
+16.4874,9.12581,1
291
+15.6392,7.75814,1
292
+15.2011,5.96767,1
293
+14.1719,8.50588,1
294
+16.131,5.79075,1
295
+15.9824,11.777,1
296
+15.3888,7.95801,1
297
+15.6828,7.68145,1
298
+14.1434,4.31537,1
299
+13.4096,8.20745,1
300
+17.0346,6.43876,1
301
+16.6136,7.62317,1
302
+13.9031,8.02632,1
303
+15.3245,8.3945,1
304
+16.5824,7.89405,1
305
+13.6059,11.0745,1
306
+17.3978,5.94104,1
307
+16.314,7.93462,1
308
+16.2072,7.16809,1
309
+16.9919,6.19013,1
310
+10.436,15.4752,2
311
+10.1329,13.9166,2
312
+7.88948,12.7719,2
313
+9.42353,14.8225,2
314
+8.50624,15.7466,2
315
+6.18488,15.7022,2
316
+9.12766,12.7386,2
317
+8.80975,18.0694,2
318
+6.39952,18.8285,2
319
+10.2099,18.4038,2
320
+7.0633,16.2998,2
321
+11.8946,19.4455,2
322
+12.2149,15.8881,0
323
+8.26145,18.4163,2
324
+10.9564,12.7596,2
325
+8.41923,13.0148,2
326
+9.62282,14.5564,2
327
+8.71585,16.7885,2
328
+6.84031,14.6893,2
329
+9.7773,13.9378,2
330
+5.15724,14.4329,2
331
+7.34703,15.2188,2
332
+5.10942,16.6099,2
333
+10.0034,16.6147,2
334
+6.79294,15.1368,2
335
+9.43342,15.9654,2
336
+10.1574,16.3295,2
337
+8.34319,17.2869,2
338
+5.74888,15.4298,2
339
+7.422,18.9513,2
340
+9.23327,14.7617,2
341
+7.82402,17.0857,2
342
+7.77125,15.3193,2
343
+7.34425,16.7552,2
344
+7.1186,13.7837,2
345
+7.90474,14.9014,2
346
+8.97519,16.3387,2
347
+7.05559,15.4316,2
348
+5.4922,16.5381,2
349
+9.02803,16.4178,2
350
+8.28359,15.49,2
351
+9.15129,16.501,2
352
+9.18469,14.3556,2
353
+10.1226,16.9522,2
354
+8.44229,16.339,2
355
+9.32542,13.6244,2
356
+9.1501,17.1571,2
357
+8.09663,16.4485,2
358
+8.46486,12.7597,2
359
+6.30164,14.3662,2
360
+7.59452,14.5541,2
361
+9.13418,14.2814,2
362
+9.56085,13.9946,2
363
+8.81791,17.0228,2
364
+5.65147,14.5423,2
365
+6.0198,16.6101,2
366
+10.6699,15.2636,2
367
+10.7886,15.0358,2
368
+6.75722,14.7147,2
369
+7.19629,15.0589,2
370
+7.86145,15.7645,2
371
+7.14878,19.0475,2
372
+9.16396,14.2766,2
373
+8.50027,13.7519,2
374
+7.39092,14.2974,2
375
+8.23096,14.2018,2
376
+5.7336,16.0945,2
377
+10.6546,14.6758,2
378
+8.42806,13.9404,2
379
+9.09332,13.4586,2
380
+9.3682,14.6366,2
381
+7.75008,15.3356,2
382
+8.02877,15.6413,2
383
+7.22927,14.5171,2
384
+8.343,16.5276,2
385
+10.3691,16.8537,2
386
+6.08714,14.7029,2
387
+6.14346,15.5494,2
388
+8.83083,19.6993,2
389
+7.91347,12.8877,2
390
+8.11355,16.8817,2
391
+6.2628,16.9902,2
392
+7.69257,16.0387,2
393
+8.43353,14.3201,2
394
+4.04603,15.0882,2
395
+9.16268,15.0804,2
396
+6.93689,18.484,2
397
+8.74498,13.1446,2
398
+9.64476,17.1395,2
399
+9.87291,17.7647,2
400
+9.02348,14.261,2
401
+7.70453,15.7538,2
402
+5.86631,14.6644,2
403
+6.1313,16.591,2
404
+8.24856,18.1532,2
405
+8.25014,13.4515,2
406
+9.81776,18.6615,2
407
+8.03711,13.6494,2
408
+6.5162,14.2444,2
409
+6.36935,18.1848,2
410
+5.92221,16.7137,2
411
+9.49784,17.0107,2
412
+9.45044,17.4031,2
413
+8.38058,20.2461,2
414
+7.81199,14.8251,2
415
+8.30542,16.6346,2
416
+8.57384,15.5218,2
417
+8.22387,17.1735,2
418
+9.22937,15.1415,2
419
+5.85671,14.3241,2
420
+9.37551,19.0212,2
421
+8.19422,15.2591,2
422
+7.75863,16.4639,2
423
+9.70463,17.0121,2
424
+6.19028,18.0158,2
425
+5.65373,15.8926,2
426
+8.72062,16.2612,2
427
+7.5729,17.5605,2
428
+8.1598,17.4997,2
429
+7.8763,15.7067,2
430
+7.27552,15.4279,2
431
+5.66054,17.211,2
432
+11.3261,14.5007,2
433
+7.53476,14.1436,2
434
+9.78819,17.8321,2
435
+5.97952,17.6763,2
436
+9.85234,13.7814,2
437
+10.6251,14.54,2
438
+8.15078,12.497,2
439
+6.54492,16.997,2
440
+5.20666,14.8126,2
441
+7.41026,17.4032,2
442
+8.58488,16.017,2
443
+7.56573,16.7331,2
444
+7.37894,12.6041,2
445
+6.89996,13.1894,2
446
+9.42533,13.2446,2
447
+8.84378,16.4666,2
448
+5.35196,16.7088,2
449
+8.77316,13.9006,2
450
+7.84852,17.8541,2
451
+10.1067,17.6199,2
452
+10.4175,14.5026,2
453
+9.85595,15.4154,2
454
+8.6271,13.8028,2
455
+9.35908,16.6032,2
456
+5.27074,18.5352,2
457
+7.50863,16.7355,2
458
+8.41813,17.5754,2
459
+7.24952,14.5585,2
460
+9.16591,10.2776,3
461
+9.75344,8.18142,3
462
+7.74416,10.0401,3
463
+7.38947,8.35775,3
464
+8.55843,7.91471,3
465
+7.576,7.78734,3
466
+9.59213,6.40626,3
467
+5.51864,5.89735,3
468
+7.77049,5.03443,3
469
+11.6962,9.19788,3
470
+8.94527,7.15124,3
471
+7.19775,9.62701,3
472
+7.42024,5.63104,3
473
+4.15326,8.00925,3
474
+8.71307,7.1804,3
475
+5.59961,4.57756,3
476
+8.56854,5.83687,3
477
+8.66612,9.94425,3
478
+7.13674,7.08224,3
479
+8.25383,9.40788,3
480
+6.64014,6.66267,3
481
+6.20047,9.22588,3
482
+7.20658,4.0329,3
483
+7.74446,7.43291,3
484
+6.03894,5.73051,3
485
+9.83675,7.52188,3
486
+9.03327,7.99397,3
487
+9.29138,7.54258,3
488
+8.19547,10.7831,3
489
+5.97662,4.51021,3
490
+6.06454,5.86596,3
491
+9.57935,9.15942,3
492
+11.3515,12.9968,2
493
+8.92652,7.65424,3
494
+7.71878,8.84516,3
495
+6.51328,9.42421,3
496
+9.29078,7.74281,3
497
+9.44799,8.18701,3
498
+8.73423,6.92368,3
499
+7.89206,6.49614,3
500
+8.47087,7.54118,3
501
+7.86364,8.73737,3
502
+7.94658,8.69195,3
503
+9.50769,7.11624,3
504
+8.22301,7.38854,3
505
+9.54557,7.84567,3
506
+8.62223,6.30763,3
507
+8.22827,6.10287,3
508
+7.11034,8.23046,3
509
+8.62713,5.85902,3
510
+9.52084,5.67748,3
511
+6.5728,9.56553,3
512
+9.32489,8.23729,3
513
+7.35177,6.13546,3
514
+9.64709,9.88686,3
515
+8.49981,5.90266,3
516
+8.83846,10.7186,3
517
+8.46864,6.85606,3
518
+7.05164,8.50628,3
519
+7.41613,8.10115,3
520
+5.21386,8.26462,3
521
+10.1241,9.72941,3
522
+8.47792,10.0898,3
523
+6.83513,7.67728,3
524
+6.11362,8.51889,3
525
+8.79878,7.66058,3
526
+9.02373,8.7537,3
527
+6.17471,7.70893,3
528
+9.65287,6.47193,3
529
+9.32133,11.1207,3
530
+8.35176,7.33949,3
531
+9.01911,7.51621,3
532
+9.16682,8.1773,3
533
+8.98897,7.68202,3
534
+9.14504,11.0592,3
535
+6.44774,9.27837,3
536
+4.9857,6.39366,3
537
+7.29099,10.0471,3
538
+8.07476,6.78744,3
539
+6.25482,7.52854,3
540
+7.66472,5.88876,3
541
+7.78267,5.57722,3
542
+5.66576,7.58921,3
543
+10.1724,6.99049,3
544
+4.98703,8.00179,3
545
+6.55534,8.89391,3
546
+7.50554,9.1035,3
547
+8.9993,8.01042,3
548
+8.47779,7.40443,3
549
+9.21325,6.91475,3
550
+11.7921,8.63387,3
551
+8.83735,7.7671,3
552
+7.45776,6.97452,3
553
+5.7333,5.63965,3
554
+5.17122,9.00245,3
555
+8.73209,8.82786,3
556
+7.90849,8.72965,3
557
+8.82917,10.227,3
558
+7.76664,5.96804,3
559
+7.65905,6.47856,3
560
+7.15129,5.73188,3
561
+8.92277,8.08546,3
562
+8.87536,8.26974,3
563
+5.66254,8.18593,3
564
+4.41827,9.09476,3
565
+8.32348,4.70215,3
566
+8.02661,11.0613,3
567
+9.45153,6.23108,3
568
+8.54187,9.48121,3
569
+9.02473,7.75512,3
570
+5.02415,4.45381,3
571
+8.73766,7.12376,3
572
+7.16423,4.28575,3
573
+8.12889,9.92483,3
574
+7.31006,8.64992,3
575
+9.82322,9.41876,3
576
+8.32222,8.30114,3
577
+6.77218,7.69039,3
578
+9.02038,9.50494,3
579
+9.02225,10.8183,3
580
+6.7312,6.31401,3
581
+7.92735,9.00408,3
582
+9.10773,10.7861,3
583
+7.93823,8.40855,3
584
+7.56563,9.82471,3
585
+9.32843,6.36627,3
586
+8.63726,9.41079,3
587
+8.32724,6.18754,3
588
+7.50805,10.3889,3
589
+8.95317,7.4963,3
590
+6.7564,7.1057,3
591
+10.1031,9.95182,3
592
+7.60783,6.23651,3
593
+5.05616,5.20933,3
594
+6.26911,3.96644,3
595
+8.60146,8.71745,3
596
+9.1146,5.79616,3
597
+9.75938,5.54503,3
598
+8.05087,7.36368,3
599
+11.1941,7.74727,3
600
+7.37747,7.40469,3
601
+6.5221,8.55835,3
602
+7.75213,10.1564,3
603
+10.6381,6.02013,3
604
+9.77686,7.4676,3
605
+5.69847,9.86325,3
606
+12.4654,10.0285,1
607
+7.95505,9.51158,3
608
+7.93505,8.04093,3
609
+8.03283,10.6106,3
610
+4.02106,0.566528,4
611
+3.15763,1.05657,4
612
+-0.385851,0.0118087,4
613
+-6.85044,-0.30469,4
614
+4.86815,-0.0332926,4
615
+0.538047,-0.935156,4
616
+2.84278,0.379927,4
617
+-0.928773,0.572164,4
618
+-0.689647,-0.382179,4
619
+-3.45564,0.0381504,4
620
+-9.90006,0.258837,4
621
+2.18739,-0.358508,4
622
+1.74855,-0.455082,4
623
+-2.09302,-1.03413,4
624
+-0.0487201,0.395598,4
625
+-0.750949,0.465985,4
626
+-3.50965,0.168814,4
627
+10.5541,-0.198534,4
628
+-0.552937,-0.191311,4
629
+-6.06435,0.0378749,4
630
+-1.85144,0.126176,4
631
+-4.00255,0.0668496,4
632
+-2.53671,-0.0156046,4
633
+-1.34499,0.253139,4
634
+-5.13605,-0.360098,4
635
+-1.59656,-0.145483,4
636
+-4.64208,0.218567,4
637
+-8.33056,0.253791,4
638
+-3.5484,0.314524,4
639
+-1.77343,-0.391923,4
640
+-9.47951,0.0558574,4
641
+-5.26101,-0.82138,4
642
+3.9095,0.191978,4
643
+4.74757,0.16085,4
644
+-4.08609,-0.9197,4
645
+10.5871,-0.0490759,4
646
+-4.8017,-0.394075,4
647
+-4.3804,0.0358807,4
648
+1.78041,-0.219497,4
649
+-5.26407,0.714184,4
650
+-3.93464,0.457141,4
651
+-1.11309,-0.565333,4
652
+6.28858,0.233678,4
653
+-0.0209822,0.208596,4
654
+-0.162621,-0.110414,4
655
+4.44394,-0.117082,4
656
+0.863577,0.167351,4
657
+-12.2793,0.25652,4
658
+2.43118,0.257106,4
659
+3.83251,0.423643,4
660
+-3.68099,0.0539506,4
661
+2.95518,-0.177172,4
662
+-0.579041,0.732171,4
663
+3.77991,-0.172022,4
664
+-2.11652,0.365816,4
665
+6.86903,-0.69202,4
666
+3.29044,0.176756,4
667
+-0.592582,-0.446951,4
668
+9.88339,-1.29509,4
669
+0.906281,-0.445329,4
670
+-1.01562,-0.832448,4
671
+4.93887,-0.105433,4
672
+4.75933,-0.297881,4
673
+0.117872,-0.359672,4
674
+-3.55694,0.921264,4
675
+-3.4603,0.533513,4
676
+-8.31664,0.243946,4
677
+6.48207,0.371011,4
678
+3.75252,0.55574,4
679
+5.98212,-0.00166764,4
680
+3.85181,0.331524,4
681
+2.17914,-1.51829,4
682
+-3.16791,0.487249,4
683
+2.80888,-0.395953,4
684
+1.43365,-1.33978,4
685
+-2.38521,0.773145,4
686
+-5.37973,-0.724599,4
687
+-1.29134,-0.176186,4
688
+-3.33576,0.448266,4
689
+0.33507,-0.253018,4
690
+-4.17508,0.0669439,4
691
+4.86593,-1.42958,4
692
+8.32792,0.260096,4
693
+4.39414,0.19388,4
694
+1.88008,0.280911,4
695
+2.02381,0.608721,4
696
+1.46331,0.264867,4
697
+-5.57412,-0.574216,4
698
+-5.53766,0.119048,4
699
+3.44003,0.133946,4
700
+3.82959,0.525305,4
701
+0.652775,-0.237282,4
702
+-8.83113,-0.0694029,4
703
+2.45836,0.46608,4
704
+8.42638,0.641643,4
705
+-5.13296,-0.441542,4
706
+-5.54707,-0.332152,4
707
+-3.06908,-0.173352,4
708
+-3.1472,-0.640694,4
709
+0.330085,0.296199,4
710
+1.21795,0.0793009,4
711
+2.6299,-0.369791,4
712
+-4.34541,-0.165838,4
713
+0.198053,-0.409127,4
714
+-3.91966,0.103173,4
715
+-1.10044,0.694299,4
716
+-7.33909,-0.199051,4
717
+-1.52558,-0.0995989,4
718
+4.84313,0.534633,4
719
+-2.7083,0.016539,4
720
+-0.594913,0.158281,4
721
+-1.03807,0.93193,4
722
+-5.42015,-0.751999,4
723
+-4.69434,-0.315115,4
724
+-5.95164,0.372823,4
725
+3.50736,-0.00914469,4
726
+6.63902,-0.769826,4
727
+-2.04757,-0.552917,4
728
+-0.511463,-0.482907,4
729
+4.72563,0.0792509,4
730
+-2.97998,-0.304455,4
731
+-0.131116,-0.0109698,4
732
+-5.61601,0.506021,4
733
+-4.50537,0.459875,4
734
+-6.17945,-0.023439,4
735
+0.346473,0.825268,4
736
+-0.476074,0.190261,4
737
+-3.16232,0.160446,4
738
+5.03983,0.258832,4
739
+8.33175,0.214463,4
740
+-3.5316,0.0995006,4
741
+2.82263,0.147183,4
742
+0.772505,0.18851,4
743
+3.85884,0.814557,4
744
+2.14389,0.0998414,4
745
+-0.46913,-0.154555,4
746
+0.140297,0.797837,4
747
+-2.30451,-0.443363,4
748
+-4.08359,0.187597,4
749
+-3.77216,-0.532908,4
750
+-2.1312,-0.753835,4
751
+-3.89212,-0.02229,4
752
+8.35173,-0.480487,4
753
+-3.02332,-0.298786,4
754
+1.47826,0.633527,4
755
+1.74301,0.732933,4
756
+0.389123,0.117921,4
757
+0.94385,-0.631854,4
758
+-0.568576,0.372287,4
759
+4.22035,0.0481031,4
760
+-2.89575,-4.92482,5
761
+3.51299,-4.06188,5
762
+0.332349,-4.80936,5
763
+-0.472789,-4.79745,5
764
+3.31928,-5.48545,5
765
+6.14394,-5.48349,5
766
+-4.9245,-4.98805,5
767
+-5.35258,-5.47506,5
768
+0.80405,-4.28517,5
769
+5.50062,-5.45353,5
770
+-1.42614,-4.74121,5
771
+5.06619,-4.32389,5
772
+-4.76438,-4.76569,5
773
+-5.68144,-4.90132,5
774
+4.58815,-4.38499,5
775
+-2.36535,-5.24687,5
776
+-3.57453,-5.19938,5
777
+1.04003,-5.10991,5
778
+5.90344,-5.10266,5
779
+4.43652,-5.4753,5
780
+-2.40367,-5.72962,5
781
+-4.10827,-4.17613,5
782
+-5.36884,-5.45817,5
783
+6.09619,-6.35108,5
784
+3.41388,-4.64681,5
785
+-5.14475,-4.49451,5
786
+2.1714,-4.91011,5
787
+-4.2555,-5.59916,5
788
+5.35661,-5.29503,5
789
+1.27506,-4.00976,5
790
+1.7816,-4.50667,5
791
+-0.0150367,-4.96596,5
792
+-0.339318,-5.11175,5
793
+-0.703683,-4.928,5
794
+4.17493,-5.49726,5
795
+-1.3169,-4.74692,5
796
+5.42297,-4.54813,5
797
+-1.8989,-5.37643,5
798
+-5.87391,-4.87634,5
799
+-1.53275,-5.0269,5
800
+1.78711,-6.12271,5
801
+-1.7842,-4.39618,5
802
+-7.90283,-4.46244,5
803
+9.35202,-4.96276,5
804
+2.08061,-5.30391,5
805
+9.29396,-5.07405,5
806
+9.91661,-5.26188,5
807
+-4.04671,-5.04271,5
808
+-5.44087,-4.99901,5
809
+4.76632,-4.78121,5
810
+4.27461,-5.5326,5
811
+2.55383,-5.3978,5
812
+4.08175,-5.65603,5
813
+2.71535,-5.99474,5
814
+7.20595,-4.59201,5
815
+1.45185,-4.85841,5
816
+0.336017,-5.50794,5
817
+2.92085,-4.9189,5
818
+5.8338,-4.4992,5
819
+0.96369,-5.27169,5
820
+-3.62027,-4.83587,5
821
+7.36927,-4.70317,5
822
+-3.54587,-5.05478,5
823
+-5.33685,-4.89837,5
824
+-5.93476,-4.54384,5
825
+-2.3371,-5.05702,5
826
+-0.292874,-4.68036,5
827
+3.15177,-5.80989,5
828
+-1.98533,-4.3556,5
829
+4.72619,-5.48755,5
830
+-1.40199,-4.86597,5
831
+-3.22484,-4.88989,5
832
+-1.65942,-4.74906,5
833
+2.76812,-5.08864,5
834
+-3.62566,-5.19771,5
835
+3.01866,-4.87823,5
836
+3.56969,-5.0319,5
837
+-5.18939,-5.45884,5
838
+6.09798,-5.49523,5
839
+3.07354,-4.39458,5
840
+-0.537749,-5.58667,5
841
+11.046,-4.51519,5
842
+-0.363017,-4.75155,5
843
+-0.39471,-5.04057,5
844
+-0.846259,-4.88566,5
845
+4.87942,-5.05457,5
846
+3.16782,-4.71821,5
847
+-3.28573,-5.25445,5
848
+-0.807167,-5.18325,5
849
+5.30615,-5.11516,5
850
+0.269671,-5.11087,5
851
+-1.71889,-6.20939,5
852
+3.69243,-5.15114,5
853
+4.3326,-4.67422,5
854
+-0.566736,-5.04994,5
855
+-3.33834,-5.19398,5
856
+7.29723,-5.54283,5
857
+0.670863,-5.03637,5
858
+1.18208,-5.17285,5
859
+0.905129,-4.45912,5
860
+3.61554,-5.16685,5
861
+1.21109,-4.99363,5
862
+-6.74826,-4.91093,5
863
+-7.26331,-4.29215,5
864
+7.38785,-4.33756,5
865
+-0.311778,-5.37211,5
866
+7.78208,-5.02053,5
867
+8.5952,-4.24812,5
868
+-0.660989,-4.25242,5
869
+-2.2937,-5.31937,5
870
+-0.631562,-5.21101,5
871
+5.57633,-4.67181,5
872
+0.280279,-4.74022,5
873
+-0.738277,-5.38622,5
874
+5.66273,-5.93606,5
875
+1.56464,-5.52448,5
876
+-1.06989,-4.62797,5
877
+-1.95073,-5.30391,5
878
+3.07545,-5.2801,5
879
+-1.7179,-5.24432,5
880
+1.66006,-4.27535,5
881
+1.71447,-5.5322,5
882
+1.57395,-5.32332,5
883
+-0.663232,-4.63675,5
884
+2.9146,-4.92725,5
885
+1.32385,-4.54549,5
886
+3.94818,-4.55196,5
887
+-6.08465,-5.05819,5
888
+1.50737,-4.69321,5
889
+2.78571,-4.625,5
890
+-1.65313,-4.56369,5
891
+-7.73309,-5.6906,5
892
+4.60643,-5.44298,5
893
+3.3448,-4.88197,5
894
+-0.314146,-4.53954,5
895
+-3.39525,-4.51952,5
896
+-4.17081,-4.97589,5
897
+5.3727,-3.84935,5
898
+6.25614,-5.23248,5
899
+-7.5022,-4.75731,5
900
+1.57205,-5.6948,5
901
+3.55538,-5.24341,5
902
+-3.02726,-4.88265,5
903
+-5.66621,-5.49706,5
904
+1.15922,-5.16672,5
905
+-7.78466,-4.72809,5
906
+4.94591,-5.1202,5
907
+2.67831,-5.04219,5
908
+-1.83635,-4.29439,5
909
+-10.2641,-5.15446,5

+ 3009
- 0
artificial/losange.arff
File diff suppressed because it is too large
View File


+ 419
- 0
artificial/lsun.arff View File

@@ -0,0 +1,419 @@
1
+% This Fundamental Clustering Problems Suite (FCPS) may serve as a minimal test for new invented cluster algorithms.
2
+%
3
+% Every new invented algorithm should at least cluster the FCPS correctly.
4
+%
5
+% The data sets may be used as long as the following citation is referenced in any publication
6
+% concering any of this data:
7
+%
8
+% Alfred Ultsch, Clustering with SOM: U*C, in Proc. Workshop on Self Organizing Feature Maps ,pp 31-37 Paris 2005.
9
+%
10
+% main problem: different variances and inter cluster distances
11
+%
12
+@relation lsun
13
+
14
+@ATTRIBUTE x REAL
15
+@ATTRIBUTE y REAL
16
+@ATTRIBUTE class {1,2,3}
17
+
18
+@data
19
+3.277701,0.814082,1
20
+0.387577,0.17678,1
21
+0.268546,0.582963,1
22
+2.031145,0.244597,1
23
+0.188677,0.46128,1
24
+3.525472,0.265579,1
25
+2.229583,0.682189,1
26
+3.392074,0.420976,1
27
+3.589815,0.832527,1
28
+1.227873,0.810909,1
29
+1.300699,0.146538,1
30
+3.596968,0.421791,1
31
+3.106757,0.779664,1
32
+0.221139,0.612603,1
33
+1.496841,0.495985,1
34
+2.860498,0.535719,1
35
+1.45071,0.142352,1
36
+1.745799,0.066373,1
37
+1.4048,0.32968,1
38
+1.7696,0.777809,1
39
+0.464511,0.672442,1
40
+2.750803,0.16552,1
41
+1.571006,0.091428,1
42
+1.18166,0.857799,1
43
+0.661957,0.612812,1
44
+0.828567,0.798048,1
45
+3.313914,0.216602,1
46
+3.625645,0.538592,1
47
+3.611238,0.584716,1
48
+2.904519,0.465036,1
49
+3.080431,0.24549,1
50
+3.851167,0.574214,1
51
+0.944956,0.077006,1
52
+3.834215,0.224878,1
53
+2.179064,0.784896,1
54
+2.716449,0.944268,1
55
+0.02978,0.931252,1
56
+0.095525,0.349743,1
57
+3.835506,0.889721,1
58
+1.142732,0.811691,1
59
+3.747439,0.654886,1
60
+0.948862,0.122011,1
61
+0.160755,0.702042,1
62
+3.288779,0.737797,1
63
+1.35625,0.029101,1
64
+0.91626,0.59616,1
65
+1.252876,0.500998,1
66
+2.471178,0.39643,1
67
+2.364922,0.992772,1
68
+2.172301,0.283717,1
69
+0.671267,0.055467,1
70
+2.165402,0.152,1
71
+2.661288,0.467768,1
72
+1.92646,0.74119,1
73
+1.899647,0.649203,1
74
+3.82986,0.726794,1
75
+1.133497,0.516173,1
76
+2.309857,0.767935,1
77
+1.371371,0.956664,1
78
+0.151858,0.284416,1
79
+2.096938,0.411357,1
80
+1.30049,0.720155,1
81
+3.534799,0.181775,1
82
+1.217877,0.460971,1
83
+2.726977,0.699328,1
84
+0.682141,0.054686,1
85
+0.837813,0.912877,1
86
+0.799211,0.501879,1
87
+0.042015,0.689603,1
88
+0.520977,0.079651,1
89
+0.71972,0.445045,1
90
+0.197504,0.36273,1
91
+1.724494,0.670107,1
92
+3.57454,0.08528,1
93
+1.416691,0.723741,1
94
+3.037057,0.548241,1
95
+3.644992,0.349585,1
96
+0.049575,0.013442,1
97
+1.023898,0.977225,1
98
+1.815563,0.32859,1
99
+2.312471,0.520445,1
100
+0.855281,0.42998,1
101
+0.760641,0.724534,1
102
+1.48494,0.793583,1
103
+2.725697,0.764628,1
104
+2.789323,0.243674,1
105
+3.803611,0.25148,1
106
+1.591552,0.431951,1
107
+3.102531,0.674293,1
108
+0.565235,0.679348,1
109
+0.985402,0.187597,1
110
+2.948159,0.311962,1
111
+1.323618,0.644543,1
112
+0.552512,0.648435,1
113
+0.635387,0.474052,1
114
+3.928676,0.204357,1
115
+0.780925,0.800335,1
116
+1.872623,0.814694,1
117
+2.759808,0.162941,1
118
+3.504794,0.648843,1
119
+3.683266,0.59175,1
120
+2.441121,0.097041,1
121
+0.031457,0.462131,1
122
+3.387011,0.07938,1
123
+1.982598,0.588441,1
124
+2.696483,0.24238,1
125
+1.159278,0.190088,1
126
+0.576024,0.996298,1
127
+3.538351,0.281543,1
128
+3.304712,0.77258,1
129
+0.438501,0.884463,1
130
+1.937908,0.82629,1
131
+1.434005,0.338369,1
132
+3.112876,0.655144,1
133
+0.413395,0.150636,1
134
+1.358768,0.479656,1
135
+1.731313,0.95869,1
136
+2.130866,0.004658,1
137
+0.057906,0.933944,1
138
+1.365225,0.699019,1
139
+3.101071,0.982575,1
140
+0.331075,0.263808,1
141
+1.086791,0.353972,1
142
+1.996396,0.528335,1
143
+3.845884,0.795806,1
144
+0.985853,0.434387,1
145
+1.688165,0.938172,1
146
+0.161953,0.829518,1
147
+0.287702,0.857928,1
148
+0.972789,0.916516,1
149
+1.30506,0.621873,1
150
+3.515395,0.462665,1
151
+1.736284,0.812699,1
152
+1.788111,0.112125,1
153
+0.692963,0.831389,1
154
+0.459059,0.283671,1
155
+1.421594,0.942622,1
156
+3.222115,0.997386,1
157
+3.055062,0.603635,1
158
+3.439667,0.514822,1
159
+2.742587,0.603127,1
160
+0.258403,0.395579,1
161
+1.707936,0.209115,1
162
+3.110911,0.81924,1
163
+2.199103,0.812362,1
164
+1.784882,0.387625,1
165
+1.886291,0.684541,1
166
+2.886793,0.942807,1
167
+2.7774,0.706607,1
168
+1.463492,0.491627,1
169
+2.073286,0.916573,1
170
+3.728174,0.954035,1
171
+0.0787,0.263543,1
172
+1.37351,0.62181,1
173
+0.698877,0.482423,1
174
+0.448893,0.098618,1
175
+0.735566,0.119708,1
176
+2.724216,0.58073,1
177
+1.635384,0.533324,1
178
+1.288393,0.847085,1
179
+1.18528,0.543564,1
180
+0.452272,0.70928,1
181
+1.020964,0.583399,1
182
+3.465723,0.52496,1
183
+2.532696,0.959479,1
184
+0.985995,0.008335,1
185
+2.750285,0.620354,1
186
+2.577899,0.245998,1
187
+3.036657,0.930898,1
188
+1.564616,0.954967,1
189
+1.518451,0.978359,1
190
+3.142274,0.434848,1
191
+1.483197,0.185676,1
192
+1.293469,0.897792,1
193
+3.176521,0.047388,1
194
+0.398666,0.166009,1
195
+1.717029,0.111247,1
196
+2.777236,0.026691,1
197
+2.702432,0.510408,1
198
+1.807774,0.762573,1
199
+2.882574,0.514512,1
200
+3.29973,0.231124,1
201
+0.725724,0.585824,1
202
+2.92698,0.244504,1
203
+1.434889,0.489006,1
204
+3.61203,0.621951,1
205
+1.258017,0.242269,1
206
+1.286561,0.568048,1
207
+0.689474,0.760472,1
208
+0.598052,0.279905,1
209
+3.499457,0.153595,1
210
+3.093691,0.158748,1
211
+1.431273,0.568599,1
212
+0.460369,0.295192,1
213
+0.884156,0.513333,1
214
+3.275009,0.432164,1
215
+1.164767,0.62918,1
216
+0.039219,0.052828,1
217
+2.412745,0.512431,1
218
+0.833625,0.325255,1
219
+0.725273,3.965634,2
220
+0.573147,2.923034,2
221
+1.177763,2.565923,2
222
+0.661644,3.973707,2
223
+0.652245,2.253018,2
224
+0.812158,3.260725,2
225
+0.652892,1.693079,2
226
+0.963136,4.958545,2
227
+1.328618,3.566781,2
228
+1.49669,5.272268,2
229
+1.152723,3.543348,2
230
+1.369882,2.380564,2
231
+1.49389,4.247095,2
232
+1.34549,5.278332,2
233
+0.819666,4.616232,2
234
+1.107822,4.153609,2
235
+1.283312,4.321069,2
236
+0.748762,1.619142,2
237
+0.821916,4.852253,2
238
+0.90795,3.163114,2
239
+1.060966,1.963245,2
240
+1.20534,4.321613,2
241
+1.477937,5.03948,2
242
+1.097946,2.953946,2
243
+0.938634,3.012962,2
244
+0.780331,5.235518,2
245
+0.903332,4.814365,2
246
+0.5591,3.571814,2
247
+1.173636,2.044423,2
248
+1.347315,5.234,2
249
+1.288732,2.683106,2
250
+1.376571,2.091436,2
251
+0.892292,3.81059,2
252
+0.703477,3.956213,2
253
+1.142235,4.972135,2
254
+1.001787,4.217102,2
255
+0.777779,4.493622,2
256
+0.652697,4.836891,2
257
+0.721173,2.798064,2
258
+0.967501,5.367249,2
259
+1.334662,2.597372,2
260
+1.368845,1.77,2
261
+0.776253,4.234287,2
262
+0.746947,4.667021,2
263
+1.411469,4.074821,2
264
+0.740597,4.389994,2
265
+1.184165,3.031102,2
266
+1.452709,4.177391,2
267
+1.341934,4.679407,2
268
+0.759816,3.996869,2
269
+1.273906,1.534234,2
270
+0.891859,5.165834,2
271
+1.011748,3.99935,2
272
+1.054506,2.504006,2
273
+1.021894,4.436951,2
274
+1.249096,3.361231,2
275
+0.596855,2.324431,2
276
+0.64177,4.391472,2
277
+1.041153,1.863353,2
278
+1.220983,4.447128,2
279
+0.850268,2.060747,2
280
+1.312062,1.586404,2
281
+0.707436,3.389818,2
282
+1.019011,4.508529,2
283
+0.783086,2.760037,2
284
+0.7404,1.656725,2
285
+0.5208,1.722157,2
286
+1.381679,1.903451,2
287
+0.658734,2.418634,2
288
+0.611377,1.720026,2
289
+1.099438,3.206013,2
290
+1.361092,4.829104,2
291
+0.876255,2.389184,2
292
+0.690748,5.011891,2
293
+0.701393,3.863155,2
294
+1.253097,4.650538,2
295
+1.057211,3.862135,2
296
+1.241162,1.7,2
297
+0.840611,4.937659,2
298
+0.519795,2.816374,2
299
+1.23516,3.869624,2
300
+0.584467,1.922548,2
301
+1.418398,1.71,2
302
+1.370529,3.740063,2
303
+0.966071,4.68502,2
304
+0.748149,4.103231,2
305
+0.533105,2.028217,2
306
+0.813012,4.871033,2
307
+1.380626,5.043905,2
308
+1.038899,5.385811,2
309
+1.174998,4.070992,2
310
+1.482927,3.678969,2
311
+0.795556,4.257588,2
312
+0.550885,1.687598,2
313
+0.597946,3.506649,2
314
+1.219187,3.456902,2
315
+1.422764,3.827562,2
316
+1.265363,1.935044,2
317
+1.139539,2.153101,2
318
+0.668471,3.331001,2
319
+3.841499,2.712392,3
320
+3.265874,3.353799,3
321
+2.419956,2.641744,3
322
+3.131922,2.59268,3
323
+1.919251,3.015192,3
324
+3.653976,2.494605,3
325
+3.21453,1.966662,3
326
+2.781111,2.277463,3
327
+2.402959,2.802239,3
328
+3.182097,2.135258,3
329
+3.198566,3.048673,3
330
+2.505896,2.598232,3
331
+2.983629,2.547538,3
332
+2.700613,2.653876,3
333
+2.507695,2.471939,3
334
+2.878039,2.268676,3
335
+2.568892,2.687723,3
336
+2.69394,3.019875,3
337
+3.527832,3.153919,3
338
+3.203677,2.218877,3
339
+2.777954,2.822901,3
340
+3.78305,2.08902,3
341
+3.304181,3.017798,3
342
+3.977555,2.505972,3
343
+3.263746,2.587482,3
344
+3.045912,3.185275,3
345
+2.879968,1.668478,3
346
+3.233598,2.545167,3
347
+4.229498,2.065403,3
348
+2.379583,1.876676,3
349
+3.162948,2.754962,3
350
+2.428762,2.33817,3
351
+3.541297,2.33867,3
352
+2.638412,2.533631,3
353
+2.783332,2.32586,3
354
+3.186008,2.274951,3
355
+2.027834,2.851225,3
356
+2.191808,2.17414,3
357
+2.681085,2.396655,3
358
+2.987601,2.69732,3
359
+2.783705,2.178922,3
360
+2.726431,2.496669,3
361
+3.236021,2.751028,3
362
+3.104434,2.561753,3
363
+2.393173,3.532294,3
364
+2.597097,1.977501,3
365
+2.878632,2.90941,3
366
+3.326832,2.811118,3
367
+3.196477,2.166446,3
368
+2.653013,2.265335,3
369
+2.855684,2.526266,3
370
+3.032148,2.495063,3
371
+2.70028,2.469205,3
372
+3.716787,1.876565,3
373
+2.51471,3.181043,3
374
+3.02421,2.312406,3
375
+3.157008,2.537848,3
376
+2.756181,2.614829,3
377
+2.742568,2.867741,3
378
+2.592192,2.704054,3
379
+2.626225,2.598176,3
380
+2.508567,1.939792,3
381
+3.099795,2.887828,3
382
+3.283033,3.137479,3
383
+3.23753,1.924833,3
384
+3.104924,1.886308,3
385
+2.502861,2.470116,3
386
+3.619561,2.532584,3
387
+3.154704,2.162704,3
388
+2.889961,2.274144,3
389
+2.669538,2.488717,3
390
+3.391711,2.002519,3
391
+3.041719,2.793216,3
392
+2.94886,2.523832,3
393
+2.974983,2.559658,3
394
+2.85135,3.138343,3
395
+3.041585,2.1891,3
396
+3.27871,3.120111,3
397
+3.154729,2.922001,3
398
+2.993547,2.433338,3
399
+2.452315,2.625794,3
400
+2.833249,3.067828,3
401
+2.972504,2.630939,3
402
+2.882325,2.690261,3
403
+2.810947,2.659502,3
404
+2.286906,2.470892,3
405
+2.895769,3.025914,3
406
+2.395709,2.891312,3
407
+2.873213,3.188846,3
408
+2.678611,2.335079,3
409
+2.767651,2.726053,3
410
+2.288566,2.79594,3
411
+3.37523,2.588055,3
412
+3.366669,3.025123,3
413
+2.849598,2.751661,3
414
+2.636088,2.056805,3
415
+2.9383,2.321199,3
416
+3.080906,2.209603,3
417
+2.404517,2.641618,3
418
+3.248655,2.297291,3
419
+

+ 13475
- 0
artificial/mopsi-finland.arff
File diff suppressed because it is too large
View File


+ 4598
- 0
artificial/mopsi-joensuu.arff
File diff suppressed because it is too large
View File


+ 1007
- 0
artificial/non_convexe.arff
File diff suppressed because it is too large
View File


+ 313
- 0
artificial/pathbased.arff View File

@@ -0,0 +1,313 @@
1
+% Pathbased dataset, N=300, M=3, D=2
2
+%
3
+% Chang, H. and D.Y. Yeung, Robust path-based spectral clustering. Pattern Recognition, 2008. 41(1): p. 191-203.
4
+%
5
+% source: http://cs.joensuu.fi/sipu/datasets/
6
+
7
+@relation pathbased
8
+
9
+@ATTRIBUTE x REAL
10
+@ATTRIBUTE y REAL
11
+@ATTRIBUTE class {1,2,3}
12
+
13
+@DATA
14
+11.25,5.05,1
15
+10.95,4.7,1
16
+9.85,5.8,1
17
+9.8,5.75,1
18
+9.15,6.8,1
19
+8.65,6.6,1
20
+8.4,7.5,1
21
+7.9,7.75,1
22
+6.95,8.7,1
23
+7.25,9.75,1
24
+7.3,10.25,1
25
+5.9,10.7,1
26
+5.85,11.8,1
27
+6.45,12.05,1
28
+5.7,12.95,1
29
+5.35,13.45,1
30
+5.4,14.65,1
31
+4.7,14.85,1
32
+5.4,15.4,1
33
+5.1,16.25,1
34
+5.75,16.7,1
35
+4.85,17.65,1
36
+5,18,1
37
+6.05,18,1
38
+5.7,19.45,1
39
+5.3,19.55,1
40
+5.85,21.25,1
41
+6.1,21.35,1
42
+6.55,22.15,1
43
+5.9,22.8,1
44
+7.15,23.7,1
45
+6.75,24.25,1
46
+7.95,24.65,1
47
+7.75,25.3,1
48
+8.8,26.05,1
49
+8.85,26.95,1
50
+9.35,27.45,1
51
+9.95,27.1,1
52
+11.25,28.2,1
53
+10.7,28.55,1
54
+11.95,29.45,1
55
+11.95,28.65,1
56
+13.1,30.05,1
57
+13.4,29.3,1
58
+14.7,30.2,1
59
+14.7,30.6,1
60
+16.1,30.4,1
61
+16.1,31.05,1
62
+17.55,30.8,1
63
+17.65,31.75,1
64
+18.55,31.6,1
65
+18.85,30.6,1
66
+19.85,30.9,1
67
+20.1,31.3,1
68
+21.5,31.35,1
69
+20.85,30.4,1
70
+22.95,30.05,1
71
+23.4,30.3,1
72
+24.2,29.9,1
73
+24.75,30,1
74
+25.55,29.3,1
75
+25.55,28.45,1
76
+26.7,28.3,1
77
+26.85,28.75,1
78
+27.6,27.15,1
79
+28.25,27.4,1
80
+29.05,27,1
81
+29.05,26.2,1
82
+29.45,25.55,1
83
+30.05,25.55,1
84
+30.3,23.3,1
85
+30.6,23.95,1
86
+30.9,22.75,1
87
+31,22.3,1
88
+30.65,21.3,1
89
+31.3,20.8,1
90
+31.85,21.2,1
91
+31.45,19.3,1
92
+32.7,19.3,1
93
+31.9,17.9,1
94
+33.05,18.05,1
95
+32.8,16.6,1
96
+32.2,16.3,1
97
+32.4,15.15,1
98
+31.8,14.75,1
99
+32.35,13.25,1
100
+31.65,13.35,1
101
+31.15,12.05,1
102
+32,11.9,1
103
+31.05,10.3,1
104
+31.95,10.4,1
105
+30.05,9.55,1
106
+30.5,8.25,1
107
+29.6,8.25,1
108
+29.8,7.6,1
109
+29,7.05,1
110
+29,6.7,1
111
+27.6,5.95,1
112
+28.15,5.45,1
113
+26.5,4.8,1
114
+26.4,4.4,1
115
+25.8,3.65,1
116
+25.5,4.1,1
117
+31.6,16.6,1
118
+30.7,17.4,1
119
+29.65,17.95,1
120
+29.15,16.5,1
121
+30.5,15.55,1
122
+29.95,13.55,3
123
+30,11.85,1
124
+28.65,14.1,3
125
+27.45,10.85,3
126
+26.4,10.75,3
127
+25.05,10.1,3
128
+26.2,11.55,3
129
+27.2,13.3,3
130
+28.3,14.45,3
131
+27.95,14.65,3
132
+27.95,14.7,3
133
+23.15,11,3
134
+22.9,11.6,3
135
+23.9,11.6,3
136
+24.55,11.6,3
137
+23.85,12.45,3
138
+23.35,13.1,3
139
+24.85,13.2,3
140
+25.1,12.25,3
141
+25.15,12.5,3
142
+25.65,12.9,3
143
+25.7,13.5,3
144
+26.3,13.3,3
145
+27.1,14.55,3
146
+27.15,14.6,3
147
+26.4,14.35,3
148
+26.4,14.35,3
149
+25.75,14.55,3
150
+25.75,14.9,3
151
+25.35,14.65,3
152
+23.7,14.55,3
153
+24.05,14.9,3
154
+23.65,15.3,3
155
+22.75,14.5,3
156
+22,14,3
157
+20.9,12.95,3
158
+20.3,13.1,3
159
+22.2,16.45,3
160
+22.15,16.65,3
161
+22.4,15.15,3
162
+22.15,15.2,3
163
+23.95,15.95,3
164
+24.25,16.1,3
165
+24.8,16.1,3
166
+25.15,16.15,3
167
+25.5,16.7,3
168
+25.75,16.85,3
169
+26.2,16.85,3
170
+26.25,16.9,3
171
+26.25,16.35,3
172
+26.75,16.2,3
173
+27.4,16.15,3
174
+27.6,16.85,3
175
+26.95,17.2,3
176
+26.3,18.1,3
177
+27.55,17.95,3
178
+27.7,17.6,3
179
+28.25,18.25,3
180
+28.8,19.15,3
181
+28.5,19.15,3
182
+28.1,19.35,3
183
+28.05,20.3,3
184
+27.3,20.5,3
185
+27.1,21.6,3
186
+26.75,19.5,3
187
+26.5,20,3
188
+25.9,19.8,3
189
+25.1,19.8,3
190
+24.75,20.7,3
191
+24.35,20.55,3
192
+23.55,20.35,3
193
+24.3,19.7,3
194
+24.9,19,3
195
+24.7,16.8,3
196
+24.35,16.8,3
197
+24.4,17.15,3
198
+24.9,17.3,3
199
+24.35,17.7,3
200
+24.95,17.8,3
201
+24.95,18.05,3
202
+24.4,18.35,3
203
+23.65,18.6,3
204
+22.85,18.9,3
205
+22.4,20.65,3
206
+22.5,17.8,3
207
+22.45,18.25,3
208
+21.6,17.7,3
209
+21.35,18.05,3
210
+21.3,18.25,3
211
+19.95,19.8,3
212
+20.45,20.45,3
213
+20.35,16.95,3
214
+19.7,17.45,3
215
+19.35,17.45,3
216
+12.45,9.15,2
217
+10.1,10.05,2
218
+11.75,12.2,2
219
+9.55,12.4,2
220
+8.65,13.35,2
221
+7.75,13.55,2
222
+8.55,15.15,2
223
+8.05,15.9,2
224
+8.45,15.9,2
225
+8.6,16.85,2
226
+9,17.05,2
227
+9,16.3,2
228
+9.35,16.3,2
229
+9.55,15.3,2
230
+9.65,14.85,2
231
+10.15,15.05,2
232
+10.05,15.6,2
233
+10.4,16,2
234
+10.65,16,2
235
+10.9,15.95,2
236
+10.7,15.35,2
237
+11.35,15.05,2
238
+11.15,14.75,2
239
+11.05,14.6,2
240
+11.15,14.2,2
241
+11.1,13.6,2
242
+12.5,13,2
243
+13.3,12.45,2
244
+13.5,12.4,2
245
+13.95,11.75,2
246
+14.4,12.2,2
247
+15.4,12.2,2
248
+15.25,12.45,2
249
+14.6,12.75,2
250
+14.1,13.05,2
251
+14.2,13.25,2
252
+14.75,13.45,2
253
+13.15,13.4,2
254
+13.05,13.7,2
255
+12.65,13.65,2
256
+15.45,13.75,2
257
+14.65,14.2,2
258
+13.75,14.05,2
259
+13.75,14.5,2
260
+12.95,14.8,2
261
+13.2,14.9,2
262
+13.25,15.5,2
263
+12.1,15.35,2
264
+12.15,15.5,2
265
+11.25,16.4,2
266
+12.7,15.6,2
267
+12.5,16.15,2
268
+12.7,16.6,2
269
+12.15,16.2,2
270
+11.95,16.5,2
271
+11.45,16.8,2
272
+11.05,17.2,2
273
+11.3,17.6,2
274
+11.65,17.6,2
275
+11.25,18.25,2
276
+11.05,18.45,2
277
+11.05,18.55,2
278
+10.55,18.55,2
279
+10.8,19.2,2
280
+7.45,19,1
281
+10.05,20.1,2
282
+9.95,20.5,2
283
+10.65,20.45,2
284
+10.3,22.75,2
285
+11.7,19.6,2
286
+12.2,19.65,2
287
+13.2,20.1,2
288
+13.55,20.05,2
289
+14.15,20.05,2
290
+14.25,21.5,2
291
+13.25,21.4,2
292
+12.85,18.1,2
293
+13.75,18.3,2
294
+14.2,18.35,2
295
+14.25,18.8,2
296
+13.75,16,2
297
+13.75,16.7,2
298
+13.75,17.05,2
299
+14.05,16.8,2
300
+14.5,16.95,2
301
+14.75,16.65,2
302
+15.25,16.05,2
303
+15.4,16.2,2
304
+15.85,16.2,2
305
+15.5,15.55,2
306
+15,14.95,2
307
+16.6,16.15,2
308
+17.9,15.6,2
309
+17.5,18.05,2
310
+16.65,17.5,2
311
+15.45,17.3,2
312
+15.45,17.8,2
313
+15.7,18.4,2

+ 657
- 0
artificial/pmf.arff View File

@@ -0,0 +1,657 @@
1
+@RELATION PMF
2
+
3
+@ATTRIBUTE PMF-VAF REAL
4
+@ATTRIBUTE AML-VAF REAL
5
+@ATTRIBUTE Relapse-PMF-VAF REAL
6
+@ATTRIBUTE class {0,1,2,3,4}
7
+
8
+@DATA
9
+37.6,35.74,41.82,2
10
+37.92,37.96,42.38,2
11
+40.85,44.3,31.28,2
12
+37.98,35.84,34.42,2
13
+0.34,30.32,0,4
14
+14.47,0.44,0,1
15
+37.5,39.02,44.32,2
16
+37.68,33.94,41.14,2
17
+25.45,38.63,33.68,2
18
+39.01,38.75,42.61,2
19
+20.22,0.23,0.1,1
20
+18.14,0.32,0,1
21
+40.16,39.79,43.24,2
22
+37.175,37.45,37.95,0
23
+37.32,37.93,40.38,2
24
+4.02,40.14,30.4,3
25
+29.8,40.45,31.83,2
26
+45.27,41.01,40.9,2
27
+34.23,37.72,36.23,2
28
+0.57,36.6,0.94,4
29
+0,30.88,1.6,4
30
+40.87,35.29,44.98,2
31
+30.85,0.66,0,0
32
+36.72,34.6,42.25,2
33
+41.13,37.55,44.26,2
34
+17.8,0.32,0.18,1
35
+5.27,34.46,33.53,3
36
+39.87,41.27,42.01,2
37
+2.55,33.02,0.3,4
38
+5.93,38.22,34.53,3
39
+5.66,43.85,32.25,3
40
+0.19,35.31,0.66,4
41
+42.66,35.99,39.88,2
42
+5.12,34.66,33.38,3
43
+0.92,31.61,1.74,4
44
+2.76,36.87,31.49,3
45
+30.45,35.37,30.31,2
46
+4.7,35.01,34.51,3
47
+0.3,25.86,0,4
48
+27.22,40.95,33.07,2
49
+38.05,35.58,40.98,2
50
+6.46,39.61,33.51,3
51
+0,27.46,0.39,4
52
+42.54,38.11,41.8,2
53
+1,28.57,1.37,4
54
+38.68,35.29,39.37,2
55
+36.34,35.85,37.28,2
56
+37.59,40.41,40.54,2
57
+36.09,40.32,34.7,2
58
+19.12,0.29,0,1
59
+38.99,45.89,43.62,2
60
+29.9,36.81,30.89,2
61
+0,33.53,0,4
62
+0,32.91,0.74,4
63
+22.49,0,0,1
64
+0.29,33.22,0,4
65
+20.61,0,0,1
66
+39.24,40.8,33.98,2
67
+0.64,28.39,0.19,4
68
+40.83,39.5,35.08,2
69
+4.04,34.23,34,3
70
+0.43,32.76,0.16,4
71
+3.41,32.76,33.62,3
72
+38.37,37.15,35.97,2
73
+38.2,43.1,40,2
74
+2.81,35.23,34.89,3
75
+37.01,40.42,40.32,2
76
+26.09,0,0,1
77
+1.45,33.33,1.42,4
78
+4.76,38.08,35.13,3
79
+0.52,29.21,0.21,4
80
+34.28,40.72,37.68,2
81
+33.86,36.5,38.99,2
82
+35.03,39.28,38.22,2
83
+16.87,0.84,0,1
84
+34.3,40.26,38.94,2
85
+4.55,32,41.8,3
86
+0.7,32.69,1.2,4
87
+0.52,31.89,0.18,4
88
+39.85,41.87,38.14,2
89
+41.27,38.14,40.93,2
90
+32.03,34.96,36.62,2
91
+39.62,34.91,41.92,2
92
+0,32.16,0.2,4
93
+36.27,38.46,35.45,2
94
+15.15,0,0,1
95
+0.61,33.95,0.13,4
96
+36.39,35.58,40.33,2
97
+37.83,38.61,43.25,2
98
+27.94,0.32,0,1
99
+36.13,36.15,37.69,2
100
+36.85,36.1,35.49,2
101
+40.37,41.42,38.6,2
102
+36.71,42.81,35.56,2
103
+0.48,13.94,0,0
104
+0.47,27.59,0.74,4
105
+40.05,42.27,38.05,2
106
+34.22,34.35,34.41,2
107
+2.89,54.23,43.29,0
108
+28.04,0.51,0,1
109
+30.22,38.94,29.61,2
110
+0,37.36,0,4
111
+3.43,34.42,33.48,3
112
+6.34,42.28,36.13,3
113
+30.83,36.65,38.42,2
114
+20.16,1.53,0.18,1
115
+0.45,32.21,0.83,4
116
+1.07,31.28,0.92,4
117
+35.98,33.06,37,2
118
+35.03,38.93,41.08,2
119
+15.9,0,0,1
120
+36.93,35.64,33.4,2
121
+19.46,0.24,0,1
122
+37.5,33.42,41.68,2
123
+40.82,39.63,37.94,2
124
+37.28,41.7,40.83,2
125
+20.22,0.88,0,1
126
+42.21,33.33,39.54,2
127
+40.88,38.68,32.29,2
128
+5.34,32.73,31.17,3
129
+0,12.6,0,0
130
+25.98,1.07,0.13,1
131
+38.81,36.88,41.05,2
132
+28.78,38.44,27.67,2
133
+42.12,46.64,38.54,2
134
+21.9,0,0,1
135
+24.12,0,0.27,1
136
+38.91,37.76,39.03,2
137
+24.12,0.4,0,1
138
+3.93,31.45,30.44,3
139
+36.97,32.08,38.79,2
140
+35.74,32.7,39.91,2
141
+2.98,32.81,35.63,3
142
+36.31,38.46,39.16,2
143
+37.61,41.3,35.38,2
144
+28.61,40.83,36.75,2
145
+34.99,37.94,37.17,2
146
+36.41,38.11,33.45,2
147
+2.24,34.18,0.26,4
148
+11.04,0,0,0
149
+39.14,43.16,38.67,2
150
+28.32,0,0,1
151
+21.09,0.61,0,1
152
+33.58,41.5,33.86,2
153
+0,27.82,1.32,4
154
+37.09,45.49,38.63,2
155
+38.86,36.73,39.51,2
156
+0.41,25.14,1.02,4
157
+40.37,36.03,33.33,2
158
+40.41,39.72,41.2,2
159
+0.48,27.08,0.73,4
160
+31.86,28.23,33.12,2
161
+39.33,42.47,39.24,2
162
+4.95,36.45,35.23,3
163
+0.51,24.05,0.76,4
164
+38.49,30.16,30.5,2
165
+40.34,39.05,42.68,2
166
+22.34,0.84,0,1
167
+0.47,28.57,0.43,4
168
+0.91,37.99,0.6,4
169
+36.95,42.5,36.89,2
170
+22.71,0,0,1
171
+38.94,34.93,35.7,2
172
+25.51,34.53,27.8,2
173
+35.45,41.4,37.46,2
174
+22.42,0.51,0,1
175
+40.17,40.19,45.12,2
176
+38.49,43.44,40.88,2
177
+4.78,37.28,38.49,3
178
+25.12,41.25,36.01,2
179
+37.59,34.6,38.13,2
180
+20.07,0.85,0,1
181
+36.34,34.65,38.12,2
182
+0.66,30.49,0.73,4
183
+0.45,28.98,0.91,4
184
+37.53,40.87,42.99,2
185
+0.51,30.87,0.41,4
186
+0.31,26.62,1.21,4
187
+40.9,37.24,38.75,2
188
+31.56,40,38.74,2
189
+33.58,37.57,40.04,2
190
+44.05,40.89,39.79,2
191
+33.92,33.03,31.38,2
192
+20.74,0,0,1
193
+29.48,34.06,28.76,2
194
+39.45,38.62,37.21,2
195
+0.26,34.94,0.7,4
196
+36.63,38.68,39.11,2
197
+29.64,38.59,34.62,2
198
+5.38,41.96,34.05,3
199
+28.16,35.56,27.15,2
200
+37.73,37.5,30.68,2
201
+40.9,41.3,31.87,2
202
+25.3,0.52,0,1
203
+0.72,27.24,0.39,4
204
+4.28,37.45,33.33,3
205
+41.57,37.33,41.06,2
206
+19.38,0,0,1
207
+5.41,43.1,31,3
208
+37.08,36,37.98,2
209
+0.75,33.78,1.28,4
210
+1.11,26.01,0.47,4
211
+41.62,42.07,40.64,2
212
+0.75,31.62,1.12,4
213
+36.98,36.71,40.32,2
214
+36.25,40.92,36.86,2
215
+0.73,34.17,1.28,4
216
+21.43,29.24,29.06,2
217
+37.82,34.97,42.3,2
218
+39.91,41.42,40.33,2
219
+20.9,0.33,0,1
220
+6.63,41.13,38.59,3
221
+36.93,40.39,42.91,2
222
+17.11,0.42,0,1
223
+0.98,28.61,0.19,4
224
+11.69,0.59,0,0
225
+6.73,34.57,31.21,3
226
+36.12,41.52,42.83,2
227
+23.23,0.27,0.15,1
228
+4.33,38.81,36.46,3
229
+0.45,26.74,0.33,4
230
+0.24,28.13,0.18,4
231
+0.29,26.55,0,4
232
+0.57,29.28,0.48,4
233
+0.61,29.17,0.72,4
234
+39.12,36.46,41.77,2
235
+33.6,36.61,40.83,2
236
+39.07,39.94,38.07,2
237
+0,34.83,0,4
238
+33.79,35.48,34.93,2
239
+40.3,36.15,37.95,2
240
+37.83,33.73,36.83,2
241
+0.32,26.38,0.63,4
242
+37.99,38.32,39.57,2
243
+24.01,35.03,25.49,2
244
+0.34,37.08,1.35,4
245
+25.29,42.14,34.56,2
246
+33.8,37.7,39.53,2
247
+40,37.2,38.81,2
248
+0.91,29.78,0,4
249
+28.5,40.13,31.91,2
250
+21.68,0.37,0,1
251
+36.13,37.97,32.67,2
252
+4.66,38.59,36.59,3
253
+0,31.6,0.54,4
254
+35.22,38.4,40.42,2
255
+37.28,39.58,31.74,2
256
+42.76,47.38,45.69,2
257
+41.2,38.36,41.42,2
258
+2.14,31.78,1.08,4
259
+32.44,38.33,39.29,2
260
+5.58,38.79,33.44,3
261
+39.83,36.99,39.61,2
262
+38.02,40,40.37,2
263
+31.44,36.86,33.94,2
264
+36.03,38.66,40.04,2
265
+0.56,30.14,0,4
266
+4.79,35.97,31.94,3
267
+37.33,35.63,39.89,2
268
+0.26,29.04,0.96,4
269
+36.14,42.07,39.85,2
270
+36.99,40.18,40.53,2
271
+44.47,30.64,43.49,0
272
+28.27,38.1,34.7,2
273
+16.01,0.43,0,1
274
+36.24,37.93,36.06,2
275
+40,41.77,43.5,2
276
+39.12,39.75,38.35,2
277
+23.66,0.37,0,1
278
+24.88,0,0.18,1
279
+30.47,45.78,36.72,2
280
+40.37,38.38,34.55,2
281
+37.28,42.41,40.8,2
282
+25.57,0.29,0.18,1
283
+37.91,34.97,43.33,2
284
+41.42,40.92,37.04,2
285
+0.25,34.05,0,4
286
+0.2,29.01,0.96,4
287
+0.63,14.12,0,0
288
+39.93,49.34,33.22,0
289
+37.19,37.92,36.42,2
290
+34.18,34.25,41.75,2
291
+38.14,39.7,39.4,2
292
+35.57,42.05,39.87,2
293
+38.52,38.35,34.7,2
294
+0.53,31.97,0.89,4
295
+30.1,37.85,29.69,2
296
+7.46,33.52,37.19,3
297
+36.98,42.98,43.62,2
298
+0,33.72,0.37,4
299
+35.75,39.65,39.67,2
300
+29.29,30.36,34.54,2
301
+35.53,40,32.8,2
302
+34.59,39.38,40,2
303
+0.8,32.7,1.14,4
304
+38.13,36.77,42.51,2
305
+0.43,31.33,0,4
306
+33.42,36.92,40.17,2
307
+27.82,0.48,0,1
308
+31.06,36.65,42.71,2
309
+42.21,38.97,41.21,2
310
+1.1,31.79,0.49,4
311
+30.35,36.36,35.47,2
312
+41.83,39.72,36.86,2
313
+27.31,46.03,37.5,0
314
+0.65,30.18,0.9,4
315
+38.12,44.37,38.58,2
316
+20.53,1.31,0,1
317
+4.08,35.37,29.08,3
318
+5.8,34.71,38.01,3
319
+0,27.71,0,4
320
+1.74,34.63,1,4
321
+39.79,36.8,36.48,2
322
+0.66,28.03,0,4
323
+37.22,38.99,39.51,2
324
+37.78,34.46,34.74,2
325
+4.06,36.56,31.78,3
326
+31.16,39.12,40.64,2
327
+22.65,0.54,0.4,1
328
+36.84,42.36,39.55,2
329
+0.4,33.71,1.29,4
330
+25.41,0,0,1
331
+25.79,42.86,31.45,2
332
+32.08,38.62,33.1,2
333
+4.67,37.41,34.24,3
334
+37.87,35.95,29.8,2
335
+0.89,38.01,1.3,4
336
+6.46,37.03,29.3,3
337
+36.81,40.82,32.49,2
338
+21.19,0,0,1
339
+34.76,37.28,33.89,2
340
+40.15,39.19,40.78,2
341
+31.88,40.7,35.47,2
342
+37.78,39.73,42.9,2
343
+35.12,42.17,34.9,2
344
+34.62,36.31,35.32,2
345
+22.48,0,0,1
346
+0.23,29.01,1.04,4
347
+22.91,0,0.18,1
348
+0.3,30.6,0,4
349
+37.43,37.18,38.82,2
350
+36.62,44.18,42.01,2
351
+0,29.83,1,4
352
+40.51,35.59,39.01,2
353
+0,34.53,0.8,4
354
+35.14,35.37,37.7,2
355
+38.14,31.21,37.79,2
356
+3.96,34.45,28.07,3
357
+24.24,39.63,34.36,2
358
+1.24,28.62,0.98,4
359
+37.07,37.16,38.14,2
360
+36.53,36.09,37.17,2
361
+35.26,40.16,28.26,2
362
+36.78,38.83,40.63,2
363
+4.07,33.98,32.01,3
364
+40.24,38.89,39.88,2
365
+38.69,35.33,39.83,2
366
+33.79,40.95,34.02,2
367
+36.08,38.34,34.13,2
368
+0.56,25.91,1.08,4
369
+3.24,35.27,29.66,3
370
+5.33,40.47,31.73,3
371
+39.13,38.78,38.53,2
372
+6.02,34.42,32.77,3
373
+23.1,0.46,0.23,1
374
+38.505,36.955,38.74,0
375
+38.325,38.105,35.345,0
376
+40.27,39.55,34.01,2
377
+38.6,39.68,45.21,2
378
+21.13,0.34,0.28,1
379
+38.74,37.64,35.1,2
380
+21.29,0.24,0,1
381
+21.35,0.24,0.11,1
382
+24.48,1,0,1
383
+1.35,37.25,0,4
384
+31.65,33.65,36.33,2
385
+0.27,33.45,0.2,4
386
+0.23,26.36,0.92,4
387
+0.48,19.62,0,4
388
+0.24,27.99,0.16,4
389
+40.13,36.14,38.87,2
390
+29.84,32.27,29.36,2
391
+32.63,37.05,36.8,2
392
+38.17,37.35,43.89,2
393
+24.18,0.94,0.15,1
394
+36.67,46.98,45.82,2
395
+0.55,36.8,0.62,4
396
+37.69,39.73,39.82,2
397
+30.12,37.89,32.11,2
398
+40,37.71,31.14,2
399
+20.63,1.07,0,1
400
+39.3,40.59,38.68,2
401
+3.96,35.2,32.08,3
402
+6.04,37.25,37.89,3
403
+35.47,43.97,31.45,2
404
+6.32,31.12,34.99,3
405
+43.78,42.4,49.75,2
406
+37.01,43.96,41.24,2
407
+0.26,31.13,0.9,4
408
+41.43,39.07,37.63,2
409
+34.7,41.09,40.38,2
410
+19.3,0,0,1
411
+44.02,34.13,37.93,2
412
+0.22,28.77,0.35,4
413
+5.59,34.43,29.43,3
414
+1.26,31.43,0.15,4
415
+40.05,42.52,37.73,2
416
+2.11,32.19,1.14,4
417
+36.34,36.93,43.84,2
418
+28.12,34.43,33.41,2
419
+41.03,36.74,36.99,2
420
+32.65,36.36,42.03,2
421
+35.51,35.14,28.28,2
422
+35.5,37.41,43.06,2
423
+2.79,38.46,33.26,3
424
+4.68,43.26,35.6,3
425
+44.57,41.77,33.29,2
426
+33.56,33.88,44.3,2
427
+0.39,30.1,0.89,4
428
+25.91,41.4,34.86,2
429
+28.63,38.39,38.44,2
430
+4.08,41.92,31.42,3
431
+34.77,41.81,39.15,2
432
+41.88,34.02,38.8,2
433
+1.33,32.74,0,4
434
+36.97,36.36,41.4,2
435
+2.94,40.28,30.26,3
436
+33.93,39.39,35.06,2
437
+37.78,44.44,39.87,2
438
+0.44,32.41,1.04,4
439
+41.13,33.01,33.11,2
440
+4.67,36.49,35.71,3
441
+6.39,32.31,32.76,3
442
+36.93,44.04,35.45,2
443
+39.47,39.6,35.26,2
444
+5.42,34.92,31.31,3
445
+37.91,31.75,32.59,2
446
+37.1,40.95,39.22,2
447
+5.35,37.21,31.81,3
448
+0,32.16,0,4
449
+0.38,32.9,0.58,4
450
+20.95,0.32,0,1
451
+37.47,36.93,35.18,2
452
+39.78,34.71,41.31,2
453
+38.42,40,32.88,2
454
+0.61,27.68,1.49,4
455
+34.62,39.06,36.36,2
456
+0.76,32.62,0.18,4
457
+37.59,35.02,35.77,2
458
+25,0,0.14,1
459
+0.22,29.84,1.69,4
460
+38.11,34.73,34.29,2
461
+0,29.96,1.04,4
462
+0.75,27.39,1.01,4
463
+35.41,40.2,33.64,2
464
+37.47,37.26,32.4,2
465
+20.97,0,0,1
466
+0,30.13,0,4
467
+31.77,41.78,33.69,2
468
+30.16,41.38,34.88,2
469
+29.02,30.72,29.47,2
470
+39.96,41.5,44.02,2
471
+39.06,36.46,33.33,2
472
+29.62,43.41,34.28,2
473
+38.86,35.02,33.24,2
474
+32.25,35.17,39.06,2
475
+26.02,40.27,31.14,2
476
+36.29,41.23,39.02,2
477
+37.9,38.4,38.32,2
478
+39.67,38.87,36.04,2
479
+45.98,47.47,39.41,2
480
+36.31,41.77,37.53,2
481
+35.84,37.58,36.55,2
482
+5.16,35.97,30.64,3
483
+5.33,46.77,30.81,3
484
+37.5,35.93,34.93,2
485
+39.71,33.96,32.45,2
486
+38.79,40.24,46.38,2
487
+39.61,40.44,42.54,2
488
+38.07,38.87,39.84,2
489
+26.92,35.76,36.78,2
490
+38.54,37.44,40.86,2
491
+0.95,32.78,0.73,4
492
+29.44,37.75,32.4,2
493
+26.3,34.91,30.93,2
494
+0.52,29.94,0.2,4
495
+3.52,37.95,32.33,3
496
+19.26,0.3,0.31,1
497
+29.61,34.67,41.84,2
498
+34.53,38.17,32.5,2
499
+42.82,41.88,39.29,2
500
+6.13,36.89,33.1,3
501
+29.74,34.53,34.8,2
502
+0,28.25,0,4
503
+23.88,31.17,32.05,2
504
+0.51,29.74,0,4
505
+23.84,0.78,0.22,1
506
+33.87,36.56,42.38,2
507
+21.88,0.48,0.26,1
508
+20.81,0.85,0.17,1
509
+36.07,36.56,44.01,2
510
+41.35,44.9,39.41,2
511
+5.26,33.12,31.09,3
512
+35.03,43.9,41.79,2
513
+0.69,33.8,1.32,4
514
+33,44.21,40.38,2
515
+0.6,33.22,0.54,4
516
+39.13,40.39,38.42,2
517
+5.49,33.53,33.9,3
518
+39.38,41.67,34.99,2
519
+39.7,34.55,40.56,2
520
+29.86,34.03,35.02,2
521
+27.56,38.33,31.7,2
522
+37.91,43.85,42.15,2
523
+0,35.47,0,4
524
+4.12,39.01,25.73,3
525
+0,37.5,0,4
526
+31.26,39.33,33.23,2
527
+24.88,25.37,24.07,0
528
+3.12,23.96,19.27,3
529
+0.27,33.93,0.57,4
530
+40.49,37.38,40.04,2
531
+19.9,0,0,1
532
+40.65,41.41,38.15,2
533
+0.48,27.61,0.21,4
534
+39.4,41.81,40.04,2
535
+29.19,32.26,32.54,2
536
+37.19,41.07,35.7,2
537
+38.56,37.43,34.06,2
538
+40.27,39.18,35.79,2
539
+7.14,40,32.21,3
540
+0.54,31.84,0.41,4
541
+0,32.55,0.9,4
542
+34.92,40.07,40.59,2
543
+32.07,46.34,37.57,2
544
+21.86,40.96,29.35,2
545
+0,25.08,0,4
546
+0,30.27,0.21,4
547
+40.99,37.71,36.53,2
548
+0.89,34.41,0.19,4
549
+2.88,38.32,34.63,3
550
+40,39.18,31.57,2
551
+6.59,33.52,31.87,3
552
+15.36,0.54,0,1
553
+0.47,32.69,0.34,4
554
+0.67,31.87,0,4
555
+20.25,0,0,1
556
+26.87,35.26,31.35,2
557
+37.65,37.76,41.99,2
558
+6.01,36.07,32.02,3
559
+24.04,0.37,0.61,1
560
+20.79,0,0,1
561
+3.9,39.83,31.51,3
562
+34.8,38.89,33.12,2
563
+20.32,0.31,0,1
564
+0.54,31.56,0,4
565
+29.14,41.5,33.83,2
566
+6.15,40.65,33.73,3
567
+41,39.63,33.52,2
568
+16.95,0,0,1
569
+39.9,36.99,40.69,2
570
+35.13,37,30.56,2
571
+0.63,33.22,0.9,4
572
+20.39,0.58,0,1
573
+32.52,37.47,35.1,2
574
+35.33,40.95,37.46,2
575
+35.47,35.29,42.34,2
576
+19.41,0,0,1
577
+28.93,43.18,28.56,2
578
+5.15,36.23,31.3,3
579
+41.79,37.85,42.32,2
580
+35.07,36.77,31.46,2
581
+25.62,31.02,33.17,2
582
+41.37,40.66,43.49,2
583
+38.58,41.58,42.05,2
584
+29.63,34.34,30.37,2
585
+41.07,42.9,35,2
586
+32.82,33.78,37.98,2
587
+34.58,36.18,39.54,2
588
+38.66,42.36,40.86,2
589
+26.2,33.44,32.68,2
590
+7.42,41.92,34.5,3
591
+0.5,18.94,0,0
592
+17.91,0.36,0,1
593
+18.18,0.75,0,1
594
+23.62,0.63,0,1
595
+28.31,32.51,31.83,2
596
+36.57,36.7,40.26,2
597
+0.23,33.61,1.26,4
598
+34.77,39.77,34.08,2
599
+39.72,33.15,37.22,2
600
+3.39,35.56,33.29,3
601
+17.06,0,0.14,1
602
+30.11,43.07,38.65,2
603
+19.41,0,0.18,1
604
+37.21,38.41,30,2
605
+37.41,39.77,39.34,2
606
+34.42,36.7,42.97,2
607
+40.7,40.48,36.92,2
608
+35.03,41.25,38.64,2
609
+3.96,35.09,32.73,3
610
+24.38,0.36,0,1
611
+36.09,37.24,43.52,2
612
+7.47,36.52,29.25,3
613
+38.29,40.75,36.65,2
614
+18.13,0,0,1
615
+0.4,25.58,0.58,4
616
+42.22,30.43,41.79,2
617
+21.95,0.78,0,1
618
+3.72,32.83,33.47,3
619
+6.39,44.69,36.79,3
620
+40.17,35.34,37.78,2
621
+22.86,0.78,0,1
622
+33.51,38.19,40.69,2
623
+35.91,38.97,39.06,2
624
+2.84,40.9,35.18,3
625
+0.83,32.39,0.68,4
626
+21.62,0,0,1
627
+23.34,0,0.25,1
628
+0.39,28.07,0.25,4
629
+41.16,37.01,39.58,2
630
+35.65,37.42,32.8,2
631
+1,30.42,0.82,4
632
+20.26,1.08,0.22,1
633
+0.24,33.97,0.21,4
634
+3.86,28.27,33.92,3
635
+31.7,38.55,34.42,2
636
+35.48,38.55,35.46,2
637
+40.93,40.07,38.92,2
638
+0,34.21,0,4
639
+34.07,38.23,35.07,2
640
+0,29.58,1.59,4
641
+34.45,34.97,38.41,2
642
+37.29,36.29,44.05,2
643
+35.94,38.38,39.66,2
644
+35.83,35.71,38.46,2
645
+37.79,39.38,40.75,2
646
+4.4,39.87,35.04,3
647
+40.81,38.01,39.92,2
648
+35.5,34.52,38.6,2
649
+39.04,38.03,34.71,2
650
+0.22,33.24,0.5,4
651
+7.13,43.04,28.41,3
652
+0.21,30.75,0.69,4
653
+39.79,37.25,33.14,2
654
+0,17.09,0.17,0
655
+23.91,0,0.23,1
656
+0,33.66,0.65,4
657
+33.18,37.39,40.51,2

+ 1035
- 0
artificial/rectangles.arff
File diff suppressed because it is too large
View File


+ 1009
- 0
artificial/rings.arff
File diff suppressed because it is too large
View File


+ 5007
- 0
artificial/s-set1.arff
File diff suppressed because it is too large
View File


+ 5015
- 0
artificial/s-set2.arff
File diff suppressed because it is too large
View File


+ 5012
- 0
artificial/s-set3.arff
File diff suppressed because it is too large
View File


+ 5012
- 0
artificial/s-set4.arff
File diff suppressed because it is too large
View File


+ 0
- 0
artificial/shapes.arff View File


Some files were not shown because too many files changed in this diff

Loading…
Cancel
Save