.gitignore

@@ -1,4 +1,3 @@
-
 ### JupyterNotebooks ###
 # gitignore template for Jupyter Notebooks
 # website: http://jupyter.org/
@@ -511,7 +510,7 @@ dmypy.json
 cython_debug/
 
 # PyCharm
-#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  JetBrains specific template is maintainted in a separate JetBrains.gitignore that can
 #  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
@@ -573,12 +572,7 @@ rsconnect/
 /*_files/
 
 ### VisualStudioCode ###
-.vscode/*
+.vscode/
-!.vscode/settings.json
-!.vscode/tasks.json
-!.vscode/launch.json
-!.vscode/extensions.json
-!.vscode/*.code-snippets
 
 # Local History for Visual Studio Code
 .history/
@@ -618,9 +612,3 @@ $RECYCLE.BIN/
 
 # Windows shortcuts
 *.lnk
-
-# Dataset
-tp/clustering/mars/*.csv
-tp/clustering/mars/*.zip
-tp/clustering/ensemble/images/
-tp/clustering/ensemble/representations/

tp/clustering/ensemble/data.txt

@@ -1,6 +0,0 @@
-To download the FEI dataset and the corresponding extracted CNN feature representations, used in the Ensemble clustering hands-on, please use the following link:
-
-The representations are .h5 files (read using h5py)
-Each .h5 representation file contains:
- - a "data" key (containing the features)
- - a "labels" key (containing the corresponding ground truth)

tp/lda/README.md

@@ -1,14 +0,0 @@
-###<a href="https://www.insa-toulouse.fr/" ><img src="https://www.math.univ-toulouse.fr/~besse/Wikistat/Images/Logo_INSAvilletoulouse-RVB.png" style="float:left; max-width: 80px; display: inline" alt="INSA"/> |  [*Mathématiques Appliquées*](http://www.math.insa-toulouse.fr/fr/index.html), [`Science des Données`](http://www.math.insa-toulouse.fr/fr/enseignement.html)
-
-# Tutoriels de Science des Données en [Python](https://www.python.org/) et [R](href="https://cran.r-project.org/)
-# [Exploration Statistique](\http://wikistat.fr)
-
-## *Human activity recognition (HAR)*
-- [`Explo-Python-HAR`](https://github.com/wikistat/Exploration/blob/master/HumanActivityrecognition/Explo-Python-Har-brutes.ipynb) Visualisation et ACP de signaux issus d'un smartphone  (accéléromètre et gyroscope). Le but à terme est de pouvoir identifier l'activité du porteur. Analyse des signaux buts.
-- [`Explo-Python-HAR`](https://github.com/wikistat/Exploration/blob/master/HumanActivityrecognition/Explo-Python-Har-metier.ipynb) Visualisation et ACP de signaux issus d'un smartphone  (accéléromètre et gyroscope). Ce sont des transformations (*features*) des signaux qui sont explorés puis modélisés: min max, variance, corrélations, entropie, Fourier... Analyse en composantes principales, analyse factorielle discriminante puis une première modélisation par régression logistique.
-
-Les données initiales sont composées de 10300 enregistrements de 9 signaux provenant de l'accéléromètre d'un smartphone. Des séquences de 2s sont enregistrées et échantillonnées pendant 6 activités différentes.
-
-La modélisation avancée de ces données est étudiée dans des calepins des autres saisons.
-
-

tp/lda/features.txt

@@ -1,561 +0,0 @@
-1 tBodyAcc-mean()-X
-2 tBodyAcc-mean()-Y
-3 tBodyAcc-mean()-Z
-4 tBodyAcc-std()-X
-5 tBodyAcc-std()-Y
-6 tBodyAcc-std()-Z
-7 tBodyAcc-mad()-X
-8 tBodyAcc-mad()-Y
-9 tBodyAcc-mad()-Z
-10 tBodyAcc-max()-X
-11 tBodyAcc-max()-Y
-12 tBodyAcc-max()-Z
-13 tBodyAcc-min()-X
-14 tBodyAcc-min()-Y
-15 tBodyAcc-min()-Z
-16 tBodyAcc-sma()
-17 tBodyAcc-energy()-X
-18 tBodyAcc-energy()-Y
-19 tBodyAcc-energy()-Z
-20 tBodyAcc-iqr()-X
-21 tBodyAcc-iqr()-Y
-22 tBodyAcc-iqr()-Z
-23 tBodyAcc-entropy()-X
-24 tBodyAcc-entropy()-Y
-25 tBodyAcc-entropy()-Z
-26 tBodyAcc-arCoeff()-X,1
-27 tBodyAcc-arCoeff()-X,2
-28 tBodyAcc-arCoeff()-X,3
-29 tBodyAcc-arCoeff()-X,4
-30 tBodyAcc-arCoeff()-Y,1
-31 tBodyAcc-arCoeff()-Y,2
-32 tBodyAcc-arCoeff()-Y,3
-33 tBodyAcc-arCoeff()-Y,4
-34 tBodyAcc-arCoeff()-Z,1
-35 tBodyAcc-arCoeff()-Z,2
-36 tBodyAcc-arCoeff()-Z,3
-37 tBodyAcc-arCoeff()-Z,4
-38 tBodyAcc-correlation()-X,Y
-39 tBodyAcc-correlation()-X,Z
-40 tBodyAcc-correlation()-Y,Z
-41 tGravityAcc-mean()-X
-42 tGravityAcc-mean()-Y
-43 tGravityAcc-mean()-Z
-44 tGravityAcc-std()-X
-45 tGravityAcc-std()-Y
-46 tGravityAcc-std()-Z
-47 tGravityAcc-mad()-X
-48 tGravityAcc-mad()-Y
-49 tGravityAcc-mad()-Z
-50 tGravityAcc-max()-X
-51 tGravityAcc-max()-Y
-52 tGravityAcc-max()-Z
-53 tGravityAcc-min()-X
-54 tGravityAcc-min()-Y
-55 tGravityAcc-min()-Z
-56 tGravityAcc-sma()
-57 tGravityAcc-energy()-X
-58 tGravityAcc-energy()-Y
-59 tGravityAcc-energy()-Z
-60 tGravityAcc-iqr()-X
-61 tGravityAcc-iqr()-Y
-62 tGravityAcc-iqr()-Z
-63 tGravityAcc-entropy()-X
-64 tGravityAcc-entropy()-Y
-65 tGravityAcc-entropy()-Z
-66 tGravityAcc-arCoeff()-X,1
-67 tGravityAcc-arCoeff()-X,2
-68 tGravityAcc-arCoeff()-X,3
-69 tGravityAcc-arCoeff()-X,4
-70 tGravityAcc-arCoeff()-Y,1
-71 tGravityAcc-arCoeff()-Y,2
-72 tGravityAcc-arCoeff()-Y,3
-73 tGravityAcc-arCoeff()-Y,4
-74 tGravityAcc-arCoeff()-Z,1
-75 tGravityAcc-arCoeff()-Z,2
-76 tGravityAcc-arCoeff()-Z,3
-77 tGravityAcc-arCoeff()-Z,4
-78 tGravityAcc-correlation()-X,Y
-79 tGravityAcc-correlation()-X,Z
-80 tGravityAcc-correlation()-Y,Z
-81 tBodyAccJerk-mean()-X
-82 tBodyAccJerk-mean()-Y
-83 tBodyAccJerk-mean()-Z
-84 tBodyAccJerk-std()-X
-85 tBodyAccJerk-std()-Y
-86 tBodyAccJerk-std()-Z
-87 tBodyAccJerk-mad()-X
-88 tBodyAccJerk-mad()-Y
-89 tBodyAccJerk-mad()-Z
-90 tBodyAccJerk-max()-X
-91 tBodyAccJerk-max()-Y
-92 tBodyAccJerk-max()-Z
-93 tBodyAccJerk-min()-X
-94 tBodyAccJerk-min()-Y
-95 tBodyAccJerk-min()-Z
-96 tBodyAccJerk-sma()
-97 tBodyAccJerk-energy()-X
-98 tBodyAccJerk-energy()-Y
-99 tBodyAccJerk-energy()-Z
-100 tBodyAccJerk-iqr()-X
-101 tBodyAccJerk-iqr()-Y
-102 tBodyAccJerk-iqr()-Z
-103 tBodyAccJerk-entropy()-X
-104 tBodyAccJerk-entropy()-Y
-105 tBodyAccJerk-entropy()-Z
-106 tBodyAccJerk-arCoeff()-X,1
-107 tBodyAccJerk-arCoeff()-X,2
-108 tBodyAccJerk-arCoeff()-X,3
-109 tBodyAccJerk-arCoeff()-X,4
-110 tBodyAccJerk-arCoeff()-Y,1
-111 tBodyAccJerk-arCoeff()-Y,2
-112 tBodyAccJerk-arCoeff()-Y,3
-113 tBodyAccJerk-arCoeff()-Y,4
-114 tBodyAccJerk-arCoeff()-Z,1
-115 tBodyAccJerk-arCoeff()-Z,2
-116 tBodyAccJerk-arCoeff()-Z,3
-117 tBodyAccJerk-arCoeff()-Z,4
-118 tBodyAccJerk-correlation()-X,Y
-119 tBodyAccJerk-correlation()-X,Z
-120 tBodyAccJerk-correlation()-Y,Z
-121 tBodyGyro-mean()-X
-122 tBodyGyro-mean()-Y
-123 tBodyGyro-mean()-Z
-124 tBodyGyro-std()-X
-125 tBodyGyro-std()-Y
-126 tBodyGyro-std()-Z
-127 tBodyGyro-mad()-X
-128 tBodyGyro-mad()-Y
-129 tBodyGyro-mad()-Z
-130 tBodyGyro-max()-X
-131 tBodyGyro-max()-Y
-132 tBodyGyro-max()-Z
-133 tBodyGyro-min()-X
-134 tBodyGyro-min()-Y
-135 tBodyGyro-min()-Z
-136 tBodyGyro-sma()
-137 tBodyGyro-energy()-X
-138 tBodyGyro-energy()-Y
-139 tBodyGyro-energy()-Z
-140 tBodyGyro-iqr()-X
-141 tBodyGyro-iqr()-Y
-142 tBodyGyro-iqr()-Z
-143 tBodyGyro-entropy()-X
-144 tBodyGyro-entropy()-Y
-145 tBodyGyro-entropy()-Z
-146 tBodyGyro-arCoeff()-X,1
-147 tBodyGyro-arCoeff()-X,2
-148 tBodyGyro-arCoeff()-X,3
-149 tBodyGyro-arCoeff()-X,4
-150 tBodyGyro-arCoeff()-Y,1
-151 tBodyGyro-arCoeff()-Y,2
-152 tBodyGyro-arCoeff()-Y,3
-153 tBodyGyro-arCoeff()-Y,4
-154 tBodyGyro-arCoeff()-Z,1
-155 tBodyGyro-arCoeff()-Z,2
-156 tBodyGyro-arCoeff()-Z,3
-157 tBodyGyro-arCoeff()-Z,4
-158 tBodyGyro-correlation()-X,Y
-159 tBodyGyro-correlation()-X,Z
-160 tBodyGyro-correlation()-Y,Z
-161 tBodyGyroJerk-mean()-X
-162 tBodyGyroJerk-mean()-Y
-163 tBodyGyroJerk-mean()-Z
-164 tBodyGyroJerk-std()-X
-165 tBodyGyroJerk-std()-Y
-166 tBodyGyroJerk-std()-Z
-167 tBodyGyroJerk-mad()-X
-168 tBodyGyroJerk-mad()-Y
-169 tBodyGyroJerk-mad()-Z
-170 tBodyGyroJerk-max()-X
-171 tBodyGyroJerk-max()-Y
-172 tBodyGyroJerk-max()-Z
-173 tBodyGyroJerk-min()-X
-174 tBodyGyroJerk-min()-Y
-175 tBodyGyroJerk-min()-Z
-176 tBodyGyroJerk-sma()
-177 tBodyGyroJerk-energy()-X
-178 tBodyGyroJerk-energy()-Y
-179 tBodyGyroJerk-energy()-Z
-180 tBodyGyroJerk-iqr()-X
-181 tBodyGyroJerk-iqr()-Y
-182 tBodyGyroJerk-iqr()-Z
-183 tBodyGyroJerk-entropy()-X
-184 tBodyGyroJerk-entropy()-Y
-185 tBodyGyroJerk-entropy()-Z
-186 tBodyGyroJerk-arCoeff()-X,1
-187 tBodyGyroJerk-arCoeff()-X,2
-188 tBodyGyroJerk-arCoeff()-X,3
-189 tBodyGyroJerk-arCoeff()-X,4
-190 tBodyGyroJerk-arCoeff()-Y,1
-191 tBodyGyroJerk-arCoeff()-Y,2
-192 tBodyGyroJerk-arCoeff()-Y,3
-193 tBodyGyroJerk-arCoeff()-Y,4
-194 tBodyGyroJerk-arCoeff()-Z,1
-195 tBodyGyroJerk-arCoeff()-Z,2
-196 tBodyGyroJerk-arCoeff()-Z,3
-197 tBodyGyroJerk-arCoeff()-Z,4
-198 tBodyGyroJerk-correlation()-X,Y
-199 tBodyGyroJerk-correlation()-X,Z
-200 tBodyGyroJerk-correlation()-Y,Z
-201 tBodyAccMag-mean()
-202 tBodyAccMag-std()
-203 tBodyAccMag-mad()
-204 tBodyAccMag-max()
-205 tBodyAccMag-min()
-206 tBodyAccMag-sma()
-207 tBodyAccMag-energy()
-208 tBodyAccMag-iqr()
-209 tBodyAccMag-entropy()
-210 tBodyAccMag-arCoeff()1
-211 tBodyAccMag-arCoeff()2
-212 tBodyAccMag-arCoeff()3
-213 tBodyAccMag-arCoeff()4
-214 tGravityAccMag-mean()
-215 tGravityAccMag-std()
-216 tGravityAccMag-mad()
-217 tGravityAccMag-max()
-218 tGravityAccMag-min()
-219 tGravityAccMag-sma()
-220 tGravityAccMag-energy()
-221 tGravityAccMag-iqr()
-222 tGravityAccMag-entropy()
-223 tGravityAccMag-arCoeff()1
-224 tGravityAccMag-arCoeff()2
-225 tGravityAccMag-arCoeff()3
-226 tGravityAccMag-arCoeff()4
-227 tBodyAccJerkMag-mean()
-228 tBodyAccJerkMag-std()
-229 tBodyAccJerkMag-mad()
-230 tBodyAccJerkMag-max()
-231 tBodyAccJerkMag-min()
-232 tBodyAccJerkMag-sma()
-233 tBodyAccJerkMag-energy()
-234 tBodyAccJerkMag-iqr()
-235 tBodyAccJerkMag-entropy()
-236 tBodyAccJerkMag-arCoeff()1
-237 tBodyAccJerkMag-arCoeff()2
-238 tBodyAccJerkMag-arCoeff()3
-239 tBodyAccJerkMag-arCoeff()4
-240 tBodyGyroMag-mean()
-241 tBodyGyroMag-std()
-242 tBodyGyroMag-mad()
-243 tBodyGyroMag-max()
-244 tBodyGyroMag-min()
-245 tBodyGyroMag-sma()
-246 tBodyGyroMag-energy()
-247 tBodyGyroMag-iqr()
-248 tBodyGyroMag-entropy()
-249 tBodyGyroMag-arCoeff()1
-250 tBodyGyroMag-arCoeff()2
-251 tBodyGyroMag-arCoeff()3
-252 tBodyGyroMag-arCoeff()4
-253 tBodyGyroJerkMag-mean()
-254 tBodyGyroJerkMag-std()
-255 tBodyGyroJerkMag-mad()
-256 tBodyGyroJerkMag-max()
-257 tBodyGyroJerkMag-min()
-258 tBodyGyroJerkMag-sma()
-259 tBodyGyroJerkMag-energy()
-260 tBodyGyroJerkMag-iqr()
-261 tBodyGyroJerkMag-entropy()
-262 tBodyGyroJerkMag-arCoeff()1
-263 tBodyGyroJerkMag-arCoeff()2
-264 tBodyGyroJerkMag-arCoeff()3
-265 tBodyGyroJerkMag-arCoeff()4
-266 fBodyAcc-mean()-X
-267 fBodyAcc-mean()-Y
-268 fBodyAcc-mean()-Z
-269 fBodyAcc-std()-X
-270 fBodyAcc-std()-Y
-271 fBodyAcc-std()-Z
-272 fBodyAcc-mad()-X
-273 fBodyAcc-mad()-Y
-274 fBodyAcc-mad()-Z
-275 fBodyAcc-max()-X
-276 fBodyAcc-max()-Y
-277 fBodyAcc-max()-Z
-278 fBodyAcc-min()-X
-279 fBodyAcc-min()-Y
-280 fBodyAcc-min()-Z
-281 fBodyAcc-sma()
-282 fBodyAcc-energy()-X
-283 fBodyAcc-energy()-Y
-284 fBodyAcc-energy()-Z
-285 fBodyAcc-iqr()-X
-286 fBodyAcc-iqr()-Y
-287 fBodyAcc-iqr()-Z
-288 fBodyAcc-entropy()-X
-289 fBodyAcc-entropy()-Y
-290 fBodyAcc-entropy()-Z
-291 fBodyAcc-maxInds-X
-292 fBodyAcc-maxInds-Y
-293 fBodyAcc-maxInds-Z
-294 fBodyAcc-meanFreq()-X
-295 fBodyAcc-meanFreq()-Y
-296 fBodyAcc-meanFreq()-Z
-297 fBodyAcc-skewness()-X
-298 fBodyAcc-kurtosis()-X
-299 fBodyAcc-skewness()-Y
-300 fBodyAcc-kurtosis()-Y
-301 fBodyAcc-skewness()-Z
-302 fBodyAcc-kurtosis()-Z
-303 fBodyAcc-bandsEnergy()-1,8
-304 fBodyAcc-bandsEnergy()-9,16
-305 fBodyAcc-bandsEnergy()-17,24
-306 fBodyAcc-bandsEnergy()-25,32
-307 fBodyAcc-bandsEnergy()-33,40
-308 fBodyAcc-bandsEnergy()-41,48
-309 fBodyAcc-bandsEnergy()-49,56
-310 fBodyAcc-bandsEnergy()-57,64
-311 fBodyAcc-bandsEnergy()-1,16
-312 fBodyAcc-bandsEnergy()-17,32
-313 fBodyAcc-bandsEnergy()-33,48
-314 fBodyAcc-bandsEnergy()-49,64
-315 fBodyAcc-bandsEnergy()-1,24
-316 fBodyAcc-bandsEnergy()-25,48
-317 fBodyAcc-bandsEnergy()-1,8
-318 fBodyAcc-bandsEnergy()-9,16
-319 fBodyAcc-bandsEnergy()-17,24
-320 fBodyAcc-bandsEnergy()-25,32
-321 fBodyAcc-bandsEnergy()-33,40
-322 fBodyAcc-bandsEnergy()-41,48
-323 fBodyAcc-bandsEnergy()-49,56
-324 fBodyAcc-bandsEnergy()-57,64
-325 fBodyAcc-bandsEnergy()-1,16
-326 fBodyAcc-bandsEnergy()-17,32
-327 fBodyAcc-bandsEnergy()-33,48
-328 fBodyAcc-bandsEnergy()-49,64
-329 fBodyAcc-bandsEnergy()-1,24
-330 fBodyAcc-bandsEnergy()-25,48
-331 fBodyAcc-bandsEnergy()-1,8
-332 fBodyAcc-bandsEnergy()-9,16
-333 fBodyAcc-bandsEnergy()-17,24
-334 fBodyAcc-bandsEnergy()-25,32
-335 fBodyAcc-bandsEnergy()-33,40
-336 fBodyAcc-bandsEnergy()-41,48
-337 fBodyAcc-bandsEnergy()-49,56
-338 fBodyAcc-bandsEnergy()-57,64
-339 fBodyAcc-bandsEnergy()-1,16
-340 fBodyAcc-bandsEnergy()-17,32
-341 fBodyAcc-bandsEnergy()-33,48
-342 fBodyAcc-bandsEnergy()-49,64
-343 fBodyAcc-bandsEnergy()-1,24
-344 fBodyAcc-bandsEnergy()-25,48
-345 fBodyAccJerk-mean()-X
-346 fBodyAccJerk-mean()-Y
-347 fBodyAccJerk-mean()-Z
-348 fBodyAccJerk-std()-X
-349 fBodyAccJerk-std()-Y
-350 fBodyAccJerk-std()-Z
-351 fBodyAccJerk-mad()-X
-352 fBodyAccJerk-mad()-Y
-353 fBodyAccJerk-mad()-Z
-354 fBodyAccJerk-max()-X
-355 fBodyAccJerk-max()-Y
-356 fBodyAccJerk-max()-Z
-357 fBodyAccJerk-min()-X
-358 fBodyAccJerk-min()-Y
-359 fBodyAccJerk-min()-Z
-360 fBodyAccJerk-sma()
-361 fBodyAccJerk-energy()-X
-362 fBodyAccJerk-energy()-Y
-363 fBodyAccJerk-energy()-Z
-364 fBodyAccJerk-iqr()-X
-365 fBodyAccJerk-iqr()-Y
-366 fBodyAccJerk-iqr()-Z
-367 fBodyAccJerk-entropy()-X
-368 fBodyAccJerk-entropy()-Y
-369 fBodyAccJerk-entropy()-Z
-370 fBodyAccJerk-maxInds-X
-371 fBodyAccJerk-maxInds-Y
-372 fBodyAccJerk-maxInds-Z
-373 fBodyAccJerk-meanFreq()-X
-374 fBodyAccJerk-meanFreq()-Y
-375 fBodyAccJerk-meanFreq()-Z
-376 fBodyAccJerk-skewness()-X
-377 fBodyAccJerk-kurtosis()-X
-378 fBodyAccJerk-skewness()-Y
-379 fBodyAccJerk-kurtosis()-Y
-380 fBodyAccJerk-skewness()-Z
-381 fBodyAccJerk-kurtosis()-Z
-382 fBodyAccJerk-bandsEnergy()-1,8
-383 fBodyAccJerk-bandsEnergy()-9,16
-384 fBodyAccJerk-bandsEnergy()-17,24
-385 fBodyAccJerk-bandsEnergy()-25,32
-386 fBodyAccJerk-bandsEnergy()-33,40
-387 fBodyAccJerk-bandsEnergy()-41,48
-388 fBodyAccJerk-bandsEnergy()-49,56
-389 fBodyAccJerk-bandsEnergy()-57,64
-390 fBodyAccJerk-bandsEnergy()-1,16
-391 fBodyAccJerk-bandsEnergy()-17,32
-392 fBodyAccJerk-bandsEnergy()-33,48
-393 fBodyAccJerk-bandsEnergy()-49,64
-394 fBodyAccJerk-bandsEnergy()-1,24
-395 fBodyAccJerk-bandsEnergy()-25,48
-396 fBodyAccJerk-bandsEnergy()-1,8
-397 fBodyAccJerk-bandsEnergy()-9,16
-398 fBodyAccJerk-bandsEnergy()-17,24
-399 fBodyAccJerk-bandsEnergy()-25,32
-400 fBodyAccJerk-bandsEnergy()-33,40
-401 fBodyAccJerk-bandsEnergy()-41,48
-402 fBodyAccJerk-bandsEnergy()-49,56
-403 fBodyAccJerk-bandsEnergy()-57,64
-404 fBodyAccJerk-bandsEnergy()-1,16
-405 fBodyAccJerk-bandsEnergy()-17,32
-406 fBodyAccJerk-bandsEnergy()-33,48
-407 fBodyAccJerk-bandsEnergy()-49,64
-408 fBodyAccJerk-bandsEnergy()-1,24
-409 fBodyAccJerk-bandsEnergy()-25,48
-410 fBodyAccJerk-bandsEnergy()-1,8
-411 fBodyAccJerk-bandsEnergy()-9,16
-412 fBodyAccJerk-bandsEnergy()-17,24
-413 fBodyAccJerk-bandsEnergy()-25,32
-414 fBodyAccJerk-bandsEnergy()-33,40
-415 fBodyAccJerk-bandsEnergy()-41,48
-416 fBodyAccJerk-bandsEnergy()-49,56
-417 fBodyAccJerk-bandsEnergy()-57,64
-418 fBodyAccJerk-bandsEnergy()-1,16
-419 fBodyAccJerk-bandsEnergy()-17,32
-420 fBodyAccJerk-bandsEnergy()-33,48
-421 fBodyAccJerk-bandsEnergy()-49,64
-422 fBodyAccJerk-bandsEnergy()-1,24
-423 fBodyAccJerk-bandsEnergy()-25,48
-424 fBodyGyro-mean()-X
-425 fBodyGyro-mean()-Y
-426 fBodyGyro-mean()-Z
-427 fBodyGyro-std()-X
-428 fBodyGyro-std()-Y
-429 fBodyGyro-std()-Z
-430 fBodyGyro-mad()-X
-431 fBodyGyro-mad()-Y
-432 fBodyGyro-mad()-Z
-433 fBodyGyro-max()-X
-434 fBodyGyro-max()-Y
-435 fBodyGyro-max()-Z
-436 fBodyGyro-min()-X
-437 fBodyGyro-min()-Y
-438 fBodyGyro-min()-Z
-439 fBodyGyro-sma()
-440 fBodyGyro-energy()-X
-441 fBodyGyro-energy()-Y
-442 fBodyGyro-energy()-Z
-443 fBodyGyro-iqr()-X
-444 fBodyGyro-iqr()-Y
-445 fBodyGyro-iqr()-Z
-446 fBodyGyro-entropy()-X
-447 fBodyGyro-entropy()-Y
-448 fBodyGyro-entropy()-Z
-449 fBodyGyro-maxInds-X
-450 fBodyGyro-maxInds-Y
-451 fBodyGyro-maxInds-Z
-452 fBodyGyro-meanFreq()-X
-453 fBodyGyro-meanFreq()-Y
-454 fBodyGyro-meanFreq()-Z
-455 fBodyGyro-skewness()-X
-456 fBodyGyro-kurtosis()-X
-457 fBodyGyro-skewness()-Y
-458 fBodyGyro-kurtosis()-Y
-459 fBodyGyro-skewness()-Z
-460 fBodyGyro-kurtosis()-Z
-461 fBodyGyro-bandsEnergy()-1,8
-462 fBodyGyro-bandsEnergy()-9,16
-463 fBodyGyro-bandsEnergy()-17,24
-464 fBodyGyro-bandsEnergy()-25,32
-465 fBodyGyro-bandsEnergy()-33,40
-466 fBodyGyro-bandsEnergy()-41,48
-467 fBodyGyro-bandsEnergy()-49,56
-468 fBodyGyro-bandsEnergy()-57,64
-469 fBodyGyro-bandsEnergy()-1,16
-470 fBodyGyro-bandsEnergy()-17,32
-471 fBodyGyro-bandsEnergy()-33,48
-472 fBodyGyro-bandsEnergy()-49,64
-473 fBodyGyro-bandsEnergy()-1,24
-474 fBodyGyro-bandsEnergy()-25,48
-475 fBodyGyro-bandsEnergy()-1,8
-476 fBodyGyro-bandsEnergy()-9,16
-477 fBodyGyro-bandsEnergy()-17,24
-478 fBodyGyro-bandsEnergy()-25,32
-479 fBodyGyro-bandsEnergy()-33,40
-480 fBodyGyro-bandsEnergy()-41,48
-481 fBodyGyro-bandsEnergy()-49,56
-482 fBodyGyro-bandsEnergy()-57,64
-483 fBodyGyro-bandsEnergy()-1,16
-484 fBodyGyro-bandsEnergy()-17,32
-485 fBodyGyro-bandsEnergy()-33,48
-486 fBodyGyro-bandsEnergy()-49,64
-487 fBodyGyro-bandsEnergy()-1,24
-488 fBodyGyro-bandsEnergy()-25,48
-489 fBodyGyro-bandsEnergy()-1,8
-490 fBodyGyro-bandsEnergy()-9,16
-491 fBodyGyro-bandsEnergy()-17,24
-492 fBodyGyro-bandsEnergy()-25,32
-493 fBodyGyro-bandsEnergy()-33,40
-494 fBodyGyro-bandsEnergy()-41,48
-495 fBodyGyro-bandsEnergy()-49,56
-496 fBodyGyro-bandsEnergy()-57,64
-497 fBodyGyro-bandsEnergy()-1,16
-498 fBodyGyro-bandsEnergy()-17,32
-499 fBodyGyro-bandsEnergy()-33,48
-500 fBodyGyro-bandsEnergy()-49,64
-501 fBodyGyro-bandsEnergy()-1,24
-502 fBodyGyro-bandsEnergy()-25,48
-503 fBodyAccMag-mean()
-504 fBodyAccMag-std()
-505 fBodyAccMag-mad()
-506 fBodyAccMag-max()
-507 fBodyAccMag-min()
-508 fBodyAccMag-sma()
-509 fBodyAccMag-energy()
-510 fBodyAccMag-iqr()
-511 fBodyAccMag-entropy()
-512 fBodyAccMag-maxInds
-513 fBodyAccMag-meanFreq()
-514 fBodyAccMag-skewness()
-515 fBodyAccMag-kurtosis()
-516 fBodyBodyAccJerkMag-mean()
-517 fBodyBodyAccJerkMag-std()
-518 fBodyBodyAccJerkMag-mad()
-519 fBodyBodyAccJerkMag-max()
-520 fBodyBodyAccJerkMag-min()
-521 fBodyBodyAccJerkMag-sma()
-522 fBodyBodyAccJerkMag-energy()
-523 fBodyBodyAccJerkMag-iqr()
-524 fBodyBodyAccJerkMag-entropy()
-525 fBodyBodyAccJerkMag-maxInds
-526 fBodyBodyAccJerkMag-meanFreq()
-527 fBodyBodyAccJerkMag-skewness()
-528 fBodyBodyAccJerkMag-kurtosis()
-529 fBodyBodyGyroMag-mean()
-530 fBodyBodyGyroMag-std()
-531 fBodyBodyGyroMag-mad()
-532 fBodyBodyGyroMag-max()
-533 fBodyBodyGyroMag-min()
-534 fBodyBodyGyroMag-sma()
-535 fBodyBodyGyroMag-energy()
-536 fBodyBodyGyroMag-iqr()
-537 fBodyBodyGyroMag-entropy()
-538 fBodyBodyGyroMag-maxInds
-539 fBodyBodyGyroMag-meanFreq()
-540 fBodyBodyGyroMag-skewness()
-541 fBodyBodyGyroMag-kurtosis()
-542 fBodyBodyGyroJerkMag-mean()
-543 fBodyBodyGyroJerkMag-std()
-544 fBodyBodyGyroJerkMag-mad()
-545 fBodyBodyGyroJerkMag-max()
-546 fBodyBodyGyroJerkMag-min()
-547 fBodyBodyGyroJerkMag-sma()
-548 fBodyBodyGyroJerkMag-energy()
-549 fBodyBodyGyroJerkMag-iqr()
-550 fBodyBodyGyroJerkMag-entropy()
-551 fBodyBodyGyroJerkMag-maxInds
-552 fBodyBodyGyroJerkMag-meanFreq()
-553 fBodyBodyGyroJerkMag-skewness()
-554 fBodyBodyGyroJerkMag-kurtosis()
-555 angle(tBodyAccMean,gravity)
-556 angle(tBodyAccJerkMean),gravityMean)
-557 angle(tBodyGyroMean,gravityMean)
-558 angle(tBodyGyroJerkMean,gravityMean)
-559 angle(X,gravityMean)
-560 angle(Y,gravityMean)
-561 angle(Z,gravityMean)