Data
AP_Lung_Kidney

AP_Lung_Kidney

active ARFF Publicly available Visibility: public Uploaded 07-10-2014 by Joaquin Vanschoren
0 likes downloaded by 1 people , 1 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Author: Source: Unknown - Date unknown Please cite: GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality metrics (e.g. accuracy, precision, area under ROC curve, etc.) for classification, feature selection or clustering algorithms. This repository was inspired by an increasing need in machine learning / bioinformatics communities for a collection of microarray classification problems that could be used by different researches. This way many different classification or feature selection techniques can finally be compared to eachother on the same set of problems. Origin of data Each gene expression sample in GEMLeR repository comes from a large publicly available expO (Expression Project For Oncology) repository by International Genomics Consortium. The goal of expO and its consortium supporters is to procure tissue samples under standard conditions and perform gene expression analyses on a clinically annotated set of deidentified tumor samples. The tumor data is updated with clinical outcomes and is released into the public domain without intellectual property restriction. The availability of this information translates into direct benefits for patients, researchers and pharma alike. Source: expO website Although there are various other sources of gene expression data available, a decision to use data from expO repository was made because of: - consistency of tissue samples processing procedure - same microarray platform used for all samples - availability of additional information for combined genotype-phenotype studies - availability of a large number of samples for different tumor types In case of publishing material based on GEMLeR datasets, then, please note the assistance you received by using this repository. This will help others to obtain the same datasets and replicate your experiments. Please cite as follows when referring to this repository: Stiglic, G., & Kokol, P. (2010). Stability of Ranked Gene Lists in Large Microarray Analysis Studies. Journal of biomedicine biotechnology, 2010, 616358. You are also welcome to acknowledge the contribution of expO (Expression Project For Oncology) and International Genomics Consortium for providing their gene expression samples to the public.

10937 features

Tissue (target)nominal2 unique values
0 missing
ID_REF (ignore)numeric386 unique values
0 missing
1559410_atnumeric382 unique values
0 missing
200660_atnumeric386 unique values
0 missing
200960_x_atnumeric385 unique values
0 missing
201286_atnumeric382 unique values
0 missing
201612_atnumeric384 unique values
0 missing
201976_s_atnumeric381 unique values
0 missing
202410_x_atnumeric305 unique values
0 missing
202855_s_atnumeric382 unique values
0 missing
203405_atnumeric380 unique values
0 missing
204011_atnumeric380 unique values
0 missing
204630_s_atnumeric382 unique values
0 missing
205392_s_atnumeric383 unique values
0 missing
206254_atnumeric374 unique values
0 missing
207828_s_atnumeric379 unique values
0 missing
208782_atnumeric384 unique values
0 missing
209163_atnumeric384 unique values
0 missing
209681_atnumeric381 unique values
0 missing
210649_s_atnumeric376 unique values
0 missing
211747_s_atnumeric383 unique values
0 missing
212271_atnumeric384 unique values
0 missing
212775_atnumeric382 unique values
0 missing
213415_atnumeric378 unique values
0 missing
214180_atnumeric376 unique values
0 missing
215506_s_atnumeric367 unique values
0 missing
217717_s_atnumeric385 unique values
0 missing
218107_atnumeric380 unique values
0 missing
218684_atnumeric381 unique values
0 missing
219681_s_atnumeric382 unique values
0 missing
221531_atnumeric380 unique values
0 missing
222448_s_atnumeric382 unique values
0 missing
223212_atnumeric380 unique values
0 missing
224559_atnumeric385 unique values
0 missing
224960_atnumeric382 unique values
0 missing
225435_atnumeric380 unique values
0 missing
226084_atnumeric383 unique values
0 missing
226783_atnumeric384 unique values
0 missing
227654_atnumeric376 unique values
0 missing
228949_atnumeric383 unique values
0 missing
230922_x_atnumeric382 unique values
0 missing
234792_x_atnumeric330 unique values
0 missing
238778_atnumeric373 unique values
0 missing
244677_atnumeric382 unique values
0 missing
1007_s_atnumeric385 unique values
0 missing
1559425_atnumeric381 unique values
0 missing
200661_atnumeric385 unique values
0 missing
200961_atnumeric385 unique values
0 missing
201287_s_atnumeric382 unique values
0 missing
201613_s_atnumeric379 unique values
0 missing
201980_s_atnumeric386 unique values
0 missing
202411_atnumeric385 unique values
0 missing
202856_s_atnumeric386 unique values
0 missing
203407_atnumeric382 unique values
0 missing
204014_atnumeric373 unique values
0 missing
204631_atnumeric349 unique values
0 missing
205399_atnumeric376 unique values
0 missing
206262_atnumeric354 unique values
0 missing
207836_s_atnumeric383 unique values
0 missing
208783_s_atnumeric385 unique values
0 missing
209166_s_atnumeric383 unique values
0 missing
209682_atnumeric382 unique values
0 missing
210652_s_atnumeric380 unique values
0 missing
211748_x_atnumeric384 unique values
0 missing
212273_x_atnumeric385 unique values
0 missing
212776_s_atnumeric379 unique values
0 missing
213418_atnumeric381 unique values
0 missing
214182_atnumeric381 unique values
0 missing
215529_x_atnumeric383 unique values
0 missing
217718_s_atnumeric385 unique values
0 missing
218109_s_atnumeric386 unique values
0 missing
218687_s_atnumeric372 unique values
0 missing
219682_s_atnumeric375 unique values
0 missing
221532_s_atnumeric384 unique values
0 missing
222449_atnumeric385 unique values
0 missing
223213_s_atnumeric381 unique values
0 missing
224560_atnumeric385 unique values
0 missing
224961_atnumeric383 unique values
0 missing
225436_atnumeric379 unique values
0 missing
226085_atnumeric385 unique values
0 missing
226789_atnumeric380 unique values
0 missing
227662_atnumeric382 unique values
0 missing
228950_s_atnumeric380 unique values
0 missing
230925_atnumeric385 unique values
0 missing
234873_x_atnumeric385 unique values
0 missing
238784_atnumeric374 unique values
0 missing
244697_atnumeric372 unique values
0 missing
121_atnumeric384 unique values
0 missing
1559436_x_atnumeric383 unique values
0 missing
200662_s_atnumeric386 unique values
0 missing
200962_atnumeric383 unique values
0 missing
201288_atnumeric386 unique values
0 missing
201614_s_atnumeric379 unique values
0 missing
201983_s_atnumeric384 unique values
0 missing
202412_s_atnumeric381 unique values
0 missing
202857_atnumeric384 unique values
0 missing
203408_s_atnumeric384 unique values
0 missing
204015_s_atnumeric380 unique values
0 missing
204637_atnumeric316 unique values
0 missing
205402_x_atnumeric367 unique values
0 missing
206268_atnumeric366 unique values
0 missing
207843_x_atnumeric386 unique values
0 missing
208785_s_atnumeric385 unique values
0 missing
209167_atnumeric369 unique values
0 missing
209684_atnumeric383 unique values
0 missing
210663_s_atnumeric380 unique values
0 missing
211749_s_atnumeric386 unique values
0 missing
212274_atnumeric380 unique values
0 missing
212779_atnumeric382 unique values
0 missing
213421_x_atnumeric369 unique values
0 missing
214196_s_atnumeric381 unique values
0 missing
215536_atnumeric369 unique values
0 missing
217719_atnumeric385 unique values
0 missing
218113_atnumeric371 unique values
0 missing
218692_atnumeric383 unique values
0 missing
219684_atnumeric383 unique values
0 missing
221535_atnumeric380 unique values
0 missing
222450_atnumeric384 unique values
0 missing
223215_s_atnumeric380 unique values
0 missing
224561_s_atnumeric384 unique values
0 missing
224964_s_atnumeric384 unique values
0 missing
225440_atnumeric381 unique values
0 missing
226086_atnumeric381 unique values
0 missing
226797_atnumeric377 unique values
0 missing
227663_atnumeric379 unique values
0 missing
228956_atnumeric382 unique values
0 missing
230943_atnumeric373 unique values
0 missing
234884_x_atnumeric375 unique values
0 missing
238835_atnumeric374 unique values
0 missing
244723_atnumeric380 unique values
0 missing
1405_i_atnumeric382 unique values
0 missing
1559881_s_atnumeric380 unique values
0 missing
200663_atnumeric383 unique values
0 missing
200963_x_atnumeric386 unique values
0 missing
201289_atnumeric384 unique values
0 missing
201615_x_atnumeric380 unique values
0 missing
201984_s_atnumeric383 unique values
0 missing
202413_s_atnumeric383 unique values
0 missing
202858_atnumeric384 unique values
0 missing
203409_atnumeric383 unique values
0 missing
204017_atnumeric383 unique values
0 missing
204638_atnumeric386 unique values
0 missing
205403_atnumeric379 unique values
0 missing
206271_atnumeric383 unique values
0 missing
207847_s_atnumeric384 unique values
0 missing
208786_s_atnumeric382 unique values
0 missing
209170_s_atnumeric374 unique values
0 missing
209687_atnumeric386 unique values
0 missing
210664_s_atnumeric384 unique values
0 missing
211750_x_atnumeric383 unique values
0 missing
212276_atnumeric379 unique values
0 missing
212782_x_atnumeric384 unique values
0 missing
213422_s_atnumeric381 unique values
0 missing
214199_atnumeric369 unique values
0 missing
215548_s_atnumeric377 unique values
0 missing
217720_atnumeric386 unique values
0 missing
218117_atnumeric385 unique values
0 missing
218694_atnumeric381 unique values
0 missing
219696_atnumeric376 unique values
0 missing
221536_s_atnumeric379 unique values
0 missing
222451_s_atnumeric380 unique values
0 missing
223216_x_atnumeric385 unique values
0 missing
224562_atnumeric383 unique values
0 missing
224967_atnumeric386 unique values
0 missing
225441_x_atnumeric378 unique values
0 missing
226091_s_atnumeric386 unique values
0 missing
226801_s_atnumeric386 unique values
0 missing
227669_atnumeric381 unique values
0 missing
228959_atnumeric381 unique values
0 missing
230949_atnumeric378 unique values
0 missing
234926_s_atnumeric383 unique values
0 missing
238853_atnumeric382 unique values
0 missing
244726_atnumeric382 unique values
0 missing
1487_atnumeric379 unique values
0 missing
1559946_s_atnumeric382 unique values
0 missing
200664_s_atnumeric385 unique values
0 missing
200964_atnumeric384 unique values
0 missing
201290_atnumeric386 unique values
0 missing
201616_s_atnumeric385 unique values
0 missing
201986_atnumeric379 unique values
0 missing
202416_atnumeric380 unique values
0 missing
202859_x_atnumeric383 unique values
0 missing
203411_s_atnumeric384 unique values
0 missing
204018_x_atnumeric386 unique values
0 missing
204639_atnumeric378 unique values
0 missing
205405_atnumeric381 unique values
0 missing
206276_atnumeric341 unique values
0 missing
207850_atnumeric374 unique values
0 missing
208787_atnumeric384 unique values
0 missing
209171_atnumeric384 unique values
0 missing
209694_atnumeric380 unique values
0 missing
210665_atnumeric372 unique values
0 missing
211752_s_atnumeric381 unique values
0 missing
212279_atnumeric381 unique values
0 missing
212788_x_atnumeric386 unique values
0 missing
213423_x_atnumeric385 unique values
0 missing
214203_s_atnumeric383 unique values
0 missing
215553_x_atnumeric377 unique values
0 missing
217722_s_atnumeric384 unique values
0 missing
218118_s_atnumeric383 unique values
0 missing
218696_atnumeric381 unique values
0 missing
219697_atnumeric380 unique values
0 missing
221538_s_atnumeric383 unique values
0 missing
222453_atnumeric384 unique values
0 missing
223217_s_atnumeric386 unique values
0 missing
224564_s_atnumeric381 unique values
0 missing
224968_atnumeric383 unique values
0 missing
225442_atnumeric382 unique values
0 missing
226092_atnumeric383 unique values
0 missing
226803_atnumeric383 unique values
0 missing
227671_atnumeric365 unique values
0 missing
228964_atnumeric379 unique values
0 missing
230958_s_atnumeric386 unique values
0 missing
234942_s_atnumeric381 unique values
0 missing
238876_atnumeric383 unique values
0 missing
244740_atnumeric382 unique values
0 missing
1552256_a_atnumeric384 unique values
0 missing
1559992_a_atnumeric357 unique values
0 missing
200665_s_atnumeric386 unique values
0 missing
200965_s_atnumeric385 unique values
0 missing
201291_s_atnumeric378 unique values
0 missing
201617_x_atnumeric385 unique values
0 missing
201987_atnumeric383 unique values
0 missing
202418_atnumeric382 unique values
0 missing
202861_atnumeric380 unique values
0 missing
203413_atnumeric380 unique values
0 missing
204019_s_atnumeric383 unique values
0 missing
204642_atnumeric382 unique values
0 missing
205412_atnumeric386 unique values
0 missing
206284_x_atnumeric372 unique values
0 missing
207918_s_atnumeric288 unique values
0 missing
208788_atnumeric385 unique values
0 missing
209173_atnumeric363 unique values
0 missing
209695_atnumeric378 unique values
0 missing
210674_s_atnumeric374 unique values
0 missing
211755_s_atnumeric386 unique values
0 missing
212281_s_atnumeric379 unique values
0 missing
212790_x_atnumeric386 unique values
0 missing
213425_atnumeric376 unique values
0 missing
214204_atnumeric373 unique values
0 missing
215559_atnumeric382 unique values
0 missing
217724_atnumeric385 unique values
0 missing
218124_atnumeric380 unique values
0 missing
218698_atnumeric381 unique values
0 missing
219700_atnumeric386 unique values
0 missing
221539_atnumeric380 unique values
0 missing
222457_s_atnumeric384 unique values
0 missing
223218_s_atnumeric386 unique values
0 missing
224565_atnumeric386 unique values
0 missing
224970_atnumeric381 unique values
0 missing
225447_atnumeric380 unique values
0 missing
226094_atnumeric386 unique values
0 missing
226806_s_atnumeric384 unique values
0 missing
227678_atnumeric370 unique values
0 missing
228969_atnumeric364 unique values
0 missing
230959_atnumeric379 unique values
0 missing
234949_atnumeric385 unique values
0 missing
238883_atnumeric384 unique values
0 missing
244741_s_atnumeric379 unique values
0 missing
1552257_a_atnumeric371 unique values
0 missing
1560049_atnumeric381 unique values
0 missing
200666_s_atnumeric385 unique values
0 missing
200966_x_atnumeric386 unique values
0 missing
201292_atnumeric379 unique values
0 missing
201618_x_atnumeric382 unique values
0 missing
201988_s_atnumeric384 unique values
0 missing
202420_s_atnumeric380 unique values
0 missing
202862_atnumeric381 unique values
0 missing
203414_atnumeric384 unique values
0 missing
204020_atnumeric384 unique values
0 missing
204646_atnumeric385 unique values
0 missing
205413_atnumeric372 unique values
0 missing
206286_s_atnumeric365 unique values
0 missing
207922_s_atnumeric383 unique values
0 missing
208789_atnumeric382 unique values
0 missing
209177_atnumeric378 unique values
0 missing
209696_atnumeric383 unique values
0 missing
210676_x_atnumeric379 unique values
0 missing
211756_atnumeric367 unique values
0 missing
212282_atnumeric382 unique values
0 missing
212792_atnumeric379 unique values
0 missing
213428_s_atnumeric384 unique values
0 missing
214205_x_atnumeric377 unique values
0 missing
215582_x_atnumeric384 unique values
0 missing
217725_x_atnumeric385 unique values
0 missing
218132_s_atnumeric377 unique values
0 missing
218699_atnumeric383 unique values
0 missing
219725_atnumeric379 unique values
0 missing
221540_x_atnumeric383 unique values
0 missing
222460_s_atnumeric378 unique values
0 missing
223220_s_atnumeric383 unique values
0 missing
224566_atnumeric386 unique values
0 missing
224971_atnumeric380 unique values
0 missing
225450_atnumeric385 unique values
0 missing
226098_atnumeric384 unique values
0 missing
226809_atnumeric374 unique values
0 missing
227692_atnumeric385 unique values
0 missing
228971_atnumeric382 unique values
0 missing
230964_atnumeric377 unique values
0 missing
234950_s_atnumeric380 unique values
0 missing
238909_atnumeric380 unique values
0 missing
244745_atnumeric382 unique values
0 missing
1552274_atnumeric367 unique values
0 missing
1560060_s_atnumeric381 unique values
0 missing
200667_atnumeric384 unique values
0 missing
200967_atnumeric386 unique values
0 missing
201293_x_atnumeric386 unique values
0 missing
201619_atnumeric385 unique values
0 missing
201989_s_atnumeric383 unique values
0 missing
202421_atnumeric384 unique values
0 missing
202864_s_atnumeric380 unique values
0 missing
203415_atnumeric382 unique values
0 missing
204023_atnumeric381 unique values
0 missing
204653_atnumeric379 unique values
0 missing
205417_s_atnumeric380 unique values
0 missing
206291_atnumeric363 unique values
0 missing
207925_atnumeric311 unique values
0 missing
208791_atnumeric386 unique values
0 missing
209180_atnumeric385 unique values
0 missing
209699_x_atnumeric385 unique values
0 missing
210679_x_atnumeric383 unique values
0 missing
211758_x_atnumeric385 unique values
0 missing
212284_x_atnumeric386 unique values
0 missing
212794_s_atnumeric382 unique values
0 missing
213429_atnumeric384 unique values
0 missing
214211_atnumeric386 unique values
0 missing
215588_x_atnumeric385 unique values
0 missing
217726_atnumeric385 unique values
0 missing
218134_s_atnumeric384 unique values
0 missing
218700_s_atnumeric380 unique values
0 missing
219727_atnumeric339 unique values
0 missing
221541_atnumeric383 unique values
0 missing
222464_s_atnumeric376 unique values
0 missing
223223_atnumeric382 unique values
0 missing
224567_x_atnumeric385 unique values
0 missing
224972_atnumeric385 unique values
0 missing
225457_s_atnumeric385 unique values
0 missing
226099_atnumeric385 unique values
0 missing
226810_atnumeric384 unique values
0 missing
227696_atnumeric382 unique values
0 missing
228979_atnumeric362 unique values
0 missing
230970_atnumeric380 unique values
0 missing
234969_s_atnumeric384 unique values
0 missing
238967_atnumeric378 unique values
0 missing
244753_atnumeric381 unique values
0 missing
1552275_s_atnumeric368 unique values
0 missing
1560098_atnumeric349 unique values
0 missing
200668_s_atnumeric386 unique values
0 missing
200968_s_atnumeric385 unique values
0 missing
201294_s_atnumeric382 unique values
0 missing
201620_atnumeric380 unique values
0 missing
201990_s_atnumeric383 unique values
0 missing
202423_atnumeric381 unique values
0 missing
202868_s_atnumeric385 unique values
0 missing
203416_atnumeric386 unique values
0 missing
204026_s_atnumeric381 unique values
0 missing
204655_atnumeric385 unique values
0 missing
205419_atnumeric382 unique values
0 missing
206295_atnumeric379 unique values
0 missing
207935_s_atnumeric337 unique values
0 missing
208792_s_atnumeric386 unique values
0 missing
209181_s_atnumeric383 unique values
0 missing
209702_atnumeric385 unique values
0 missing
210681_s_atnumeric377 unique values
0 missing
211759_x_atnumeric384 unique values
0 missing
212285_s_atnumeric385 unique values
0 missing
212795_atnumeric385 unique values
0 missing
213432_atnumeric268 unique values
0 missing
214214_s_atnumeric384 unique values
0 missing
215596_s_atnumeric382 unique values
0 missing
217727_x_atnumeric385 unique values
0 missing
218135_atnumeric383 unique values
0 missing
218701_atnumeric383 unique values
0 missing
219728_atnumeric363 unique values
0 missing
221543_s_atnumeric378 unique values
0 missing
222465_atnumeric383 unique values
0 missing
223227_atnumeric380 unique values
0 missing
224568_x_atnumeric386 unique values
0 missing
224973_atnumeric381 unique values
0 missing
225458_atnumeric381 unique values
0 missing
226100_atnumeric378 unique values
0 missing
226811_atnumeric382 unique values
0 missing
227697_atnumeric384 unique values
0 missing
228980_atnumeric382 unique values
0 missing
230972_atnumeric376 unique values
0 missing
234970_atnumeric380 unique values
0 missing
238974_atnumeric381 unique values
0 missing
244780_atnumeric385 unique values
0 missing
1552283_s_atnumeric377 unique values
0 missing
1560128_x_atnumeric384 unique values
0 missing
200669_s_atnumeric386 unique values
0 missing
200969_atnumeric382 unique values
0 missing
201295_s_atnumeric382 unique values
0 missing
201621_atnumeric380 unique values
0 missing
201991_s_atnumeric385 unique values
0 missing
202424_atnumeric382 unique values
0 missing
202869_atnumeric383 unique values
0 missing
203417_atnumeric377 unique values
0 missing
204028_s_atnumeric384 unique values
0 missing
204658_atnumeric376 unique values
0 missing
205422_s_atnumeric380 unique values
0 missing
206300_s_atnumeric371 unique values
0 missing
207941_s_atnumeric386 unique values
0 missing
208794_s_atnumeric382 unique values
0 missing
209182_s_atnumeric383 unique values
0 missing
209703_x_atnumeric383 unique values
0 missing
210686_x_atnumeric386 unique values
0 missing
211761_s_atnumeric382 unique values
0 missing
212287_atnumeric384 unique values
0 missing
212798_s_atnumeric383 unique values
0 missing
213435_atnumeric374 unique values
0 missing
214218_s_atnumeric370 unique values
0 missing
215599_atnumeric384 unique values
0 missing
217728_atnumeric386 unique values
0 missing
218137_s_atnumeric383 unique values
0 missing
218706_s_atnumeric382 unique values
0 missing
219732_atnumeric373 unique values
0 missing
221553_atnumeric381 unique values
0 missing
222467_s_atnumeric379 unique values
0 missing
223229_atnumeric378 unique values
0 missing
224569_s_atnumeric386 unique values
0 missing
224975_atnumeric382 unique values
0 missing
225460_atnumeric379 unique values
0 missing
226103_atnumeric372 unique values
0 missing
226814_atnumeric378 unique values
0 missing
227698_s_atnumeric377 unique values
0 missing
228988_atnumeric381 unique values
0 missing
231001_atnumeric376 unique values
0 missing
234974_atnumeric379 unique values
0 missing
238983_atnumeric374 unique values
0 missing
244881_atnumeric381 unique values
0 missing
1552309_a_atnumeric370 unique values
0 missing
1560144_atnumeric380 unique values
0 missing
200670_atnumeric386 unique values
0 missing
200970_s_atnumeric381 unique values
0 missing
201296_s_atnumeric386 unique values
0 missing
201622_atnumeric381 unique values
0 missing
201993_x_atnumeric386 unique values
0 missing
202427_s_atnumeric385 unique values
0 missing
202870_s_atnumeric371 unique values
0 missing
203420_atnumeric383 unique values
0 missing
204030_s_atnumeric384 unique values
0 missing
204661_atnumeric383 unique values
0 missing
205428_s_atnumeric366 unique values
0 missing
206302_s_atnumeric378 unique values
0 missing
207943_x_atnumeric380 unique values
0 missing
208795_s_atnumeric381 unique values
0 missing
209183_s_atnumeric386 unique values
0 missing
209708_atnumeric381 unique values
0 missing
210691_s_atnumeric380 unique values
0 missing
211762_s_atnumeric386 unique values
0 missing
212288_atnumeric383 unique values
0 missing
212799_atnumeric379 unique values
0 missing
213438_atnumeric380 unique values
0 missing
214224_s_atnumeric382 unique values
0 missing
215600_x_atnumeric386 unique values
0 missing
217729_s_atnumeric378 unique values
0 missing
218138_atnumeric380 unique values
0 missing
218715_atnumeric383 unique values
0 missing
219735_s_atnumeric376 unique values
0 missing
221558_s_atnumeric382 unique values
0 missing
222468_atnumeric380 unique values
0 missing
223231_atnumeric382 unique values
0 missing
224570_s_atnumeric377 unique values
0 missing
224976_atnumeric378 unique values
0 missing
225463_x_atnumeric383 unique values
0 missing
226106_atnumeric380 unique values
0 missing
226816_s_atnumeric381 unique values
0 missing
227702_atnumeric371 unique values
0 missing
228993_s_atnumeric377 unique values
0 missing
231007_atnumeric369 unique values
0 missing
234981_x_atnumeric386 unique values
0 missing
238996_x_atnumeric379 unique values
0 missing
266_s_atnumeric385 unique values
0 missing
1552362_a_atnumeric380 unique values
0 missing
1560339_s_atnumeric381 unique values
0 missing
200672_x_atnumeric381 unique values
0 missing
200971_s_atnumeric384 unique values
0 missing
201298_s_atnumeric376 unique values
0 missing
201623_s_atnumeric384 unique values
0 missing
201994_atnumeric386 unique values
0 missing
202428_x_atnumeric384 unique values
0 missing
202872_atnumeric380 unique values
0 missing
203423_atnumeric381 unique values
0 missing
204031_s_atnumeric386 unique values
0 missing
204663_atnumeric379 unique values
0 missing
205430_atnumeric357 unique values
0 missing
206307_s_atnumeric376 unique values
0 missing
207945_s_atnumeric381 unique values
0 missing
208796_s_atnumeric385 unique values
0 missing
209184_s_atnumeric385 unique values
0 missing
209711_atnumeric382 unique values
0 missing
210715_s_atnumeric386 unique values
0 missing
211763_s_atnumeric380 unique values
0 missing
212294_atnumeric386 unique values
0 missing
212801_atnumeric384 unique values
0 missing
213451_x_atnumeric380 unique values
0 missing
214234_s_atnumeric382 unique values
0 missing
215603_x_atnumeric382 unique values
0 missing
217730_atnumeric385 unique values
0 missing
218139_s_atnumeric381 unique values
0 missing
218717_s_atnumeric386 unique values
0 missing
219739_atnumeric382 unique values
0 missing
221561_atnumeric383 unique values
0 missing
222474_s_atnumeric377 unique values
0 missing
223232_s_atnumeric375 unique values
0 missing
224571_atnumeric385 unique values
0 missing
224981_atnumeric383 unique values
0 missing
225464_atnumeric383 unique values
0 missing
226109_atnumeric383 unique values
0 missing
226817_atnumeric382 unique values
0 missing
227705_atnumeric371 unique values
0 missing
229019_atnumeric380 unique values
0 missing
231008_atnumeric376 unique values
0 missing
234982_atnumeric379 unique values
0 missing
238999_atnumeric373 unique values
0 missing
31637_s_atnumeric381 unique values
0 missing
1552365_atnumeric381 unique values
0 missing
1560500_atnumeric382 unique values
0 missing
200673_atnumeric385 unique values
0 missing
200972_atnumeric386 unique values
0 missing
201300_s_atnumeric386 unique values
0 missing
201624_atnumeric383 unique values
0 missing
201995_atnumeric384 unique values
0 missing
202429_s_atnumeric384 unique values
0 missing
202874_s_atnumeric382 unique values
0 missing
203424_s_atnumeric366 unique values
0 missing
204033_atnumeric377 unique values
0 missing
204670_x_atnumeric386 unique values
0 missing
205431_s_atnumeric367 unique values
0 missing
206309_atnumeric367 unique values
0 missing
207961_x_atnumeric378 unique values
0 missing
208798_x_atnumeric383 unique values
0 missing
209185_s_atnumeric386 unique values
0 missing
209719_x_atnumeric372 unique values
0 missing
210717_atnumeric376 unique values
0 missing
211764_s_atnumeric382 unique values
0 missing
212295_s_atnumeric381 unique values
0 missing
212803_atnumeric374 unique values
0 missing
213453_x_atnumeric386 unique values
0 missing
214235_atnumeric383 unique values
0 missing
215604_x_atnumeric382 unique values
0 missing
217731_s_atnumeric386 unique values
0 missing
218140_x_atnumeric384 unique values
0 missing
218718_atnumeric384 unique values
0 missing
219747_atnumeric383 unique values
0 missing
221566_s_atnumeric381 unique values
0 missing
222477_s_atnumeric382 unique values
0 missing
223233_s_atnumeric381 unique values
0 missing
224572_s_atnumeric382 unique values
0 missing
224983_atnumeric382 unique values
0 missing
225467_s_atnumeric381 unique values
0 missing
226110_atnumeric385 unique values
0 missing
226818_atnumeric385 unique values
0 missing
227708_atnumeric383 unique values
0 missing
229026_atnumeric386 unique values
0 missing
231015_atnumeric378 unique values
0 missing
234983_atnumeric384 unique values
0 missing
239001_atnumeric380 unique values
0 missing
31874_atnumeric379 unique values
0 missing
1552367_a_atnumeric367 unique values
0 missing
1560587_s_atnumeric383 unique values
0 missing
200674_s_atnumeric386 unique values
0 missing
200973_s_atnumeric383 unique values
0 missing
201301_s_atnumeric386 unique values
0 missing
201626_atnumeric382 unique values
0 missing
201997_s_atnumeric382 unique values
0 missing
202430_s_atnumeric384 unique values
0 missing
202877_s_atnumeric381 unique values
0 missing
203429_s_atnumeric382 unique values
0 missing
204034_atnumeric376 unique values
0 missing
204674_atnumeric381 unique values
0 missing
205432_atnumeric366 unique values
0 missing
206315_atnumeric373 unique values
0 missing
207966_s_atnumeric382 unique values
0 missing
208799_atnumeric384 unique values
0 missing
209186_atnumeric386 unique values
0 missing
209720_s_atnumeric307 unique values
0 missing
210727_atnumeric325 unique values
0 missing
211765_x_atnumeric386 unique values
0 missing
212296_atnumeric385 unique values
0 missing
212805_atnumeric384 unique values
0 missing
213455_atnumeric386 unique values
0 missing
214236_atnumeric384 unique values
0 missing
215621_s_atnumeric350 unique values
0 missing
217732_s_atnumeric386 unique values
0 missing
218142_s_atnumeric381 unique values
0 missing
218720_x_atnumeric377 unique values
0 missing
219757_s_atnumeric380 unique values
0 missing
221567_atnumeric381 unique values
0 missing
222484_s_atnumeric384 unique values
0 missing
223235_s_atnumeric381 unique values
0 missing
224573_atnumeric386 unique values
0 missing
224984_atnumeric381 unique values
0 missing
225469_atnumeric380 unique values
0 missing
226112_atnumeric383 unique values
0 missing
226820_atnumeric382 unique values
0 missing
227717_atnumeric380 unique values
0 missing
229030_atnumeric377 unique values
0 missing
231021_atnumeric370 unique values
0 missing
234985_atnumeric381 unique values
0 missing
239006_atnumeric350 unique values
0 missing
32069_atnumeric380 unique values
0 missing
1552426_a_atnumeric384 unique values
0 missing
1560622_atnumeric386 unique values
0 missing
200675_atnumeric386 unique values
0 missing
200974_atnumeric386 unique values
0 missing
201302_atnumeric385 unique values
0 missing
201628_s_atnumeric381 unique values
0 missing
201998_atnumeric385 unique values
0 missing
202431_s_atnumeric385 unique values
0 missing
202878_s_atnumeric384 unique values
0 missing
203430_atnumeric384 unique values
0 missing
204035_atnumeric373 unique values
0 missing
204675_atnumeric379 unique values
0 missing
205433_atnumeric372 unique values
0 missing
206323_x_atnumeric386 unique values
0 missing
207974_s_atnumeric385 unique values
0 missing
208800_atnumeric382 unique values
0 missing
209187_atnumeric379 unique values
0 missing
209723_atnumeric379 unique values
0 missing
210728_s_atnumeric268 unique values
0 missing
211769_x_atnumeric385 unique values
0 missing
212297_atnumeric386 unique values
0 missing
212806_atnumeric377 unique values
0 missing
213456_atnumeric351 unique values
0 missing
214239_x_atnumeric382 unique values
0 missing
215628_x_atnumeric381 unique values
0 missing
217733_s_atnumeric386 unique values
0 missing
218145_atnumeric383 unique values
0 missing
218721_s_atnumeric379 unique values
0 missing
219759_atnumeric384 unique values
0 missing
221568_s_atnumeric384 unique values
0 missing
222486_s_atnumeric379 unique values
0 missing
223239_atnumeric381 unique values
0 missing
224575_atnumeric384 unique values
0 missing
224985_atnumeric380 unique values
0 missing
225470_atnumeric380 unique values
0 missing
226117_atnumeric381 unique values
0 missing
226823_atnumeric380 unique values
0 missing
227719_atnumeric384 unique values
0 missing
229050_s_atnumeric380 unique values
0 missing
231022_atnumeric380 unique values
0 missing
234986_atnumeric377 unique values
0 missing
239017_atnumeric382 unique values
0 missing
32128_atnumeric386 unique values
0 missing
1552455_atnumeric383 unique values
0 missing
1560652_atnumeric354 unique values
0 missing
200677_atnumeric386 unique values
0 missing
200975_atnumeric385 unique values
0 missing
201303_atnumeric383 unique values
0 missing
201629_s_atnumeric374 unique values
0 missing
201999_s_atnumeric385 unique values
0 missing
202432_atnumeric381 unique values
0 missing
202882_x_atnumeric385 unique values
0 missing
203432_atnumeric381 unique values
0 missing
204036_atnumeric379 unique values
0 missing
204677_atnumeric383 unique values
0 missing
205434_s_atnumeric383 unique values
0 missing
206325_atnumeric370 unique values
0 missing
207977_s_atnumeric365 unique values
0 missing
208801_atnumeric382 unique values
0 missing
209189_atnumeric385 unique values
0 missing
209728_atnumeric370 unique values
0 missing
210733_atnumeric377 unique values
0 missing
211779_x_atnumeric383 unique values
0 missing
212298_atnumeric383 unique values
0 missing
212811_x_atnumeric377 unique values
0 missing
213457_atnumeric382 unique values
0 missing
214246_x_atnumeric380 unique values
0 missing
215646_s_atnumeric384 unique values
0 missing
217734_s_atnumeric378 unique values
0 missing
218146_atnumeric383 unique values
0 missing
218723_s_atnumeric386 unique values
0 missing
219762_s_atnumeric386 unique values
0 missing
221570_s_atnumeric385 unique values
0 missing
222488_s_atnumeric382 unique values
0 missing
223243_s_atnumeric382 unique values
0 missing
224576_atnumeric383 unique values
0 missing
224986_s_atnumeric381 unique values
0 missing
225472_atnumeric379 unique values
0 missing
226119_atnumeric380 unique values
0 missing
226824_atnumeric382 unique values
0 missing
227725_atnumeric337 unique values
0 missing
229053_atnumeric376 unique values
0 missing
231024_atnumeric381 unique values
0 missing
234987_atnumeric386 unique values
0 missing
239058_atnumeric384 unique values
0 missing
32137_atnumeric380 unique values
0 missing
1552477_a_atnumeric373 unique values
0 missing
1560679_atnumeric326 unique values
0 missing
200678_x_atnumeric385 unique values
0 missing
200976_s_atnumeric385 unique values
0 missing
201304_atnumeric384 unique values
0 missing
201630_s_atnumeric385 unique values
0 missing
202000_atnumeric382 unique values
0 missing
202433_atnumeric384 unique values
0 missing
202887_s_atnumeric386 unique values
0 missing
203434_s_atnumeric384 unique values
0 missing
204039_atnumeric379 unique values
0 missing
204678_s_atnumeric373 unique values
0 missing
205436_s_atnumeric382 unique values
0 missing
206326_atnumeric345 unique values
0 missing
207980_s_atnumeric383 unique values
0 missing
208804_s_atnumeric383 unique values
0 missing
209190_s_atnumeric386 unique values
0 missing
209732_atnumeric385 unique values
0 missing
210735_s_atnumeric386 unique values
0 missing
211784_s_atnumeric385 unique values
0 missing
212307_s_atnumeric383 unique values
0 missing
212812_atnumeric383 unique values
0 missing
213460_x_atnumeric381 unique values
0 missing
214247_s_atnumeric384 unique values
0 missing
215690_x_atnumeric380 unique values
0 missing
217736_s_atnumeric382 unique values
0 missing
218147_s_atnumeric378 unique values
0 missing
218728_s_atnumeric383 unique values
0 missing
219764_atnumeric358 unique values
0 missing
221577_x_atnumeric384 unique values
0 missing
222494_atnumeric381 unique values
0 missing
223244_s_atnumeric385 unique values
0 missing
224577_atnumeric377 unique values
0 missing
224989_atnumeric381 unique values
0 missing
225474_atnumeric378 unique values
0 missing
226125_atnumeric381 unique values
0 missing
226825_s_atnumeric384 unique values
0 missing
227728_atnumeric384 unique values
0 missing
229067_atnumeric385 unique values
0 missing
231029_atnumeric361 unique values
0 missing
234989_atnumeric385 unique values
0 missing
239066_atnumeric385 unique values
0 missing
32625_atnumeric376 unique values
0 missing
1552509_a_atnumeric368 unique values
0 missing
1560869_a_atnumeric377 unique values
0 missing
200679_x_atnumeric386 unique values
0 missing
200977_s_atnumeric383 unique values
0 missing
201305_x_atnumeric382 unique values
0 missing
201631_s_atnumeric382 unique values
0 missing
202001_s_atnumeric384 unique values
0 missing
202435_s_atnumeric383 unique values
0 missing
202888_s_atnumeric382 unique values
0 missing
203435_s_atnumeric377 unique values
0 missing
204041_atnumeric386 unique values
0 missing
204679_atnumeric386 unique values
0 missing
205440_s_atnumeric382 unique values
0 missing
206331_atnumeric382 unique values
0 missing
207981_s_atnumeric381 unique values
0 missing
208805_atnumeric386 unique values
0 missing
209191_atnumeric383 unique values
0 missing
209739_s_atnumeric380 unique values
0 missing
210739_x_atnumeric385 unique values
0 missing
211787_s_atnumeric384 unique values
0 missing
212311_atnumeric381 unique values
0 missing
212813_atnumeric382 unique values
0 missing
213465_s_atnumeric384 unique values
0 missing
214254_atnumeric344 unique values
0 missing
215691_x_atnumeric384 unique values
0 missing
217738_atnumeric383 unique values
0 missing
218149_s_atnumeric382 unique values
0 missing
218729_atnumeric384 unique values
0 missing
219768_atnumeric358 unique values
0 missing
221578_atnumeric378 unique values
0 missing
222495_atnumeric384 unique values
0 missing
223249_atnumeric385 unique values
0 missing
224578_atnumeric383 unique values
0 missing
224990_atnumeric382 unique values
0 missing
225477_s_atnumeric377 unique values
0 missing
226126_atnumeric380 unique values
0 missing
226828_s_atnumeric382 unique values
0 missing
227735_s_atnumeric377 unique values
0 missing
229070_atnumeric369 unique values
0 missing
231045_x_atnumeric382 unique values
0 missing
234994_atnumeric385 unique values
0 missing
239069_s_atnumeric375 unique values
0 missing
32837_atnumeric378 unique values
0 missing
1552519_atnumeric369 unique values
0 missing
1561195_atnumeric384 unique values
0 missing
200680_x_atnumeric385 unique values
0 missing
200978_atnumeric385 unique values
0 missing
201306_s_atnumeric385 unique values
0 missing
201632_atnumeric380 unique values
0 missing
202003_s_atnumeric384 unique values
0 missing
202436_s_atnumeric384 unique values
0 missing
202890_atnumeric382 unique values
0 missing
203438_atnumeric382 unique values
0 missing
204043_atnumeric381 unique values
0 missing
204681_s_atnumeric382 unique values
0 missing
205442_atnumeric384 unique values
0 missing
206332_s_atnumeric385 unique values
0 missing
207983_s_atnumeric382 unique values
0 missing
208808_s_atnumeric384 unique values
0 missing
209193_atnumeric378 unique values
0 missing
209742_s_atnumeric335 unique values
0 missing
210740_s_atnumeric380 unique values
0 missing
211795_s_atnumeric378 unique values
0 missing
212312_atnumeric377 unique values
0 missing
212814_atnumeric378 unique values
0 missing
213476_x_atnumeric383 unique values
0 missing
214257_s_atnumeric385 unique values
0 missing
215695_s_atnumeric358 unique values
0 missing
217739_s_atnumeric385 unique values
0 missing
218150_atnumeric385 unique values
0 missing
218730_s_atnumeric352 unique values
0 missing
219771_atnumeric378 unique values
0 missing
221580_s_atnumeric386 unique values
0 missing
222496_s_atnumeric384 unique values
0 missing
223250_atnumeric380 unique values
0 missing
224579_atnumeric386 unique values
0 missing
224995_atnumeric386 unique values
0 missing
225478_atnumeric382 unique values
0 missing
226128_atnumeric385 unique values
0 missing
226831_atnumeric382 unique values
0 missing
227736_atnumeric366 unique values
0 missing
229084_atnumeric375 unique values
0 missing
231058_atnumeric337 unique values
0 missing
234997_x_atnumeric377 unique values
0 missing
239079_atnumeric326 unique values
0 missing
33132_atnumeric381 unique values
0 missing
1552610_a_atnumeric384 unique values
0 missing
1561346_atnumeric382 unique values
0 missing
200681_atnumeric383 unique values
0 missing
200979_atnumeric377 unique values
0 missing
201307_atnumeric382 unique values
0 missing
201635_s_atnumeric381 unique values
0 missing
202004_x_atnumeric384 unique values
0 missing
202437_s_atnumeric385 unique values
0 missing
202893_atnumeric382 unique values
0 missing
203440_atnumeric381 unique values
0 missing
204044_atnumeric380 unique values
0 missing
204682_atnumeric383 unique values
0 missing
205453_atnumeric383 unique values
0 missing
206336_atnumeric374 unique values
0 missing
207986_x_atnumeric380 unique values
0 missing
208809_s_atnumeric383 unique values
0 missing
209194_atnumeric386 unique values
0 missing
209748_atnumeric380 unique values
0 missing
210749_x_atnumeric382 unique values
0 missing
211796_s_atnumeric383 unique values
0 missing
212314_atnumeric386 unique values
0 missing
212820_atnumeric380 unique values
0 missing
213477_x_atnumeric386 unique values
0 missing
214259_s_atnumeric386 unique values
0 missing
215696_s_atnumeric384 unique values
0 missing
217740_x_atnumeric386 unique values
0 missing
218155_x_atnumeric380 unique values
0 missing
218731_s_atnumeric383 unique values
0 missing
219773_atnumeric382 unique values
0 missing
221582_atnumeric380 unique values
0 missing
222497_x_atnumeric385 unique values
0 missing
223251_s_atnumeric382 unique values
0 missing
224581_s_atnumeric382 unique values
0 missing
224996_atnumeric385 unique values
0 missing
225479_atnumeric379 unique values
0 missing
226129_atnumeric379 unique values
0 missing
226832_atnumeric378 unique values
0 missing
227740_atnumeric382 unique values
0 missing
229095_s_atnumeric382 unique values
0 missing
231067_s_atnumeric377 unique values
0 missing
235003_atnumeric384 unique values
0 missing
239082_atnumeric379 unique values
0 missing
33304_atnumeric381 unique values
0 missing
1552615_atnumeric380 unique values
0 missing
1561754_atnumeric383 unique values
0 missing
200682_s_atnumeric386 unique values
0 missing
200980_s_atnumeric383 unique values
0 missing
201309_x_atnumeric384 unique values
0 missing
201636_atnumeric383 unique values
0 missing
202005_atnumeric379 unique values
0 missing
202440_s_atnumeric378 unique values
0 missing
202897_atnumeric382 unique values
0 missing
203445_s_atnumeric385 unique values
0 missing
204045_atnumeric383 unique values
0 missing
204684_atnumeric362 unique values
0 missing
205462_s_atnumeric385 unique values
0 missing
206339_atnumeric363 unique values
0 missing
207988_s_atnumeric384 unique values
0 missing
208810_atnumeric383 unique values
0 missing
209199_s_atnumeric383 unique values
0 missing
209750_atnumeric383 unique values
0 missing
210754_s_atnumeric382 unique values
0 missing
211798_x_atnumeric383 unique values
0 missing
212318_atnumeric384 unique values
0 missing
212822_atnumeric376 unique values
0 missing
213478_atnumeric381 unique values
0 missing
214263_x_atnumeric382 unique values
0 missing
215702_s_atnumeric329 unique values
0 missing
217741_s_atnumeric384 unique values
0 missing
218157_x_atnumeric380 unique values
0 missing
218736_s_atnumeric381 unique values
0 missing
219777_atnumeric382 unique values
0 missing
221584_s_atnumeric382 unique values
0 missing
222500_atnumeric381 unique values
0 missing
223253_atnumeric384 unique values
0 missing
224582_s_atnumeric380 unique values
0 missing
224997_x_atnumeric378 unique values
0 missing
225480_atnumeric381 unique values
0 missing
226131_s_atnumeric386 unique values
0 missing
226834_atnumeric372 unique values
0 missing
227742_atnumeric383 unique values
0 missing
229096_atnumeric368 unique values
0 missing
231106_atnumeric380 unique values
0 missing
235004_atnumeric373 unique values
0 missing
239093_atnumeric382 unique values
0 missing
33322_i_atnumeric385 unique values
0 missing
1552619_a_atnumeric376 unique values
0 missing
1561817_atnumeric342 unique values
0 missing
200683_s_atnumeric379 unique values
0 missing
200981_x_atnumeric385 unique values
0 missing
201310_s_atnumeric383 unique values
0 missing
201637_s_atnumeric382 unique values
0 missing
202006_atnumeric383 unique values
0 missing
202441_atnumeric382 unique values
0 missing
202899_s_atnumeric385 unique values
0 missing
203453_atnumeric382 unique values
0 missing
204048_s_atnumeric382 unique values
0 missing
204685_s_atnumeric375 unique values
0 missing
205463_s_atnumeric377 unique values
0 missing
206340_atnumeric378 unique values
0 missing
207992_s_atnumeric381 unique values
0 missing
208811_s_atnumeric382 unique values
0 missing
209200_atnumeric383 unique values
0 missing
209752_atnumeric373 unique values
0 missing
210757_x_atnumeric386 unique values
0 missing
211799_x_atnumeric384 unique values
0 missing
212320_atnumeric385 unique values
0 missing
212824_atnumeric381 unique values
0 missing
213479_atnumeric378 unique values
0 missing
214265_atnumeric378 unique values
0 missing
215704_atnumeric358 unique values
0 missing
217742_s_atnumeric382 unique values
0 missing
218160_atnumeric383 unique values
0 missing
218738_s_atnumeric384 unique values
0 missing
219787_s_atnumeric380 unique values
0 missing
221588_x_atnumeric384 unique values
0 missing
222507_s_atnumeric382 unique values
0 missing
223259_atnumeric380 unique values
0 missing
224583_atnumeric385 unique values
0 missing
224998_atnumeric378 unique values
0 missing
225481_atnumeric384 unique values
0 missing
226134_s_atnumeric382 unique values
0 missing
226835_s_atnumeric385 unique values
0 missing
227748_atnumeric383 unique values
0 missing
229120_s_atnumeric381 unique values
0 missing
231136_atnumeric380 unique values
0 missing
235019_atnumeric385 unique values
0 missing
239151_atnumeric383 unique values
0 missing
33323_r_atnumeric381 unique values
0 missing
1552621_atnumeric381 unique values
0 missing
1561937_x_atnumeric380 unique values
0 missing
200686_s_atnumeric383 unique values
0 missing
200982_s_atnumeric381 unique values
0 missing
201311_s_atnumeric382 unique values
0 missing
201639_s_atnumeric383 unique values
0 missing
202007_atnumeric384 unique values
0 missing
202442_atnumeric385 unique values
0 missing
202900_s_atnumeric384 unique values
0 missing
203454_s_atnumeric385 unique values
0 missing
204049_s_atnumeric384 unique values
0 missing
204686_atnumeric377 unique values
0 missing
205466_s_atnumeric375 unique values
0 missing
206343_s_atnumeric375 unique values
0 missing
207996_s_atnumeric379 unique values
0 missing
208812_x_atnumeric386 unique values
0 missing
209201_x_atnumeric384 unique values
0 missing
209755_atnumeric321 unique values
0 missing
210759_s_atnumeric385 unique values
0 missing
211806_s_atnumeric383 unique values
0 missing
212321_atnumeric375 unique values
0 missing
212826_s_atnumeric386 unique values
0 missing
213486_atnumeric365 unique values
0 missing
214271_x_atnumeric386 unique values
0 missing
215706_x_atnumeric384 unique values
0 missing
217743_s_atnumeric386 unique values
0 missing
218162_atnumeric381 unique values
0 missing
218740_s_atnumeric382 unique values
0 missing
219789_atnumeric384 unique values
0 missing
221589_s_atnumeric384 unique values
0 missing
222512_atnumeric382 unique values
0 missing
223261_atnumeric383 unique values
0 missing
224584_atnumeric386 unique values
0 missing
224999_atnumeric384 unique values
0 missing
225492_atnumeric381 unique values
0 missing
226136_atnumeric381 unique values
0 missing
226837_atnumeric380 unique values
0 missing
227753_atnumeric384 unique values
0 missing
229128_s_atnumeric383 unique values
0 missing
231146_atnumeric375 unique values
0 missing
235023_atnumeric381 unique values
0 missing
239178_atnumeric357 unique values
0 missing
34031_i_atnumeric384 unique values
0 missing
1552622_s_atnumeric382 unique values
0 missing
1561951_atnumeric362 unique values
0 missing
200687_s_atnumeric380 unique values
0 missing
200983_x_atnumeric385 unique values
0 missing
201312_s_atnumeric386 unique values
0 missing
201641_atnumeric385 unique values
0 missing
202011_atnumeric385 unique values
0 missing
202443_x_atnumeric386 unique values
0 missing
202901_x_atnumeric385 unique values
0 missing
203455_s_atnumeric385 unique values
0 missing

62 properties

386
Number of instances (rows) of the dataset.
10937
Number of attributes (columns) of the dataset.
2
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
10936
Number of numeric attributes.
1
Number of nominal attributes.
0.01
Percentage of binary attributes.
884.46
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-0.89
Minimum kurtosis among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
385.74
Maximum kurtosis among attributes of the numeric type.
44.92
Minimum of means among attributes of the numeric type.
0
Percentage of missing values.
21.89
Third quartile of kurtosis among attributes of the numeric type.
127504.28
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
99.99
Percentage of numeric attributes.
2766.49
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
2
The minimal number of distinct values among attributes of the nominal type.
0.01
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
2
The maximum number of distinct values among attributes of the nominal type.
-0.42
Minimum skewness among attributes of the numeric type.
First quartile of entropy among attributes.
3.77
Third quartile of skewness among attributes of the numeric type.
19.64
Maximum skewness among attributes of the numeric type.
429.96
Minimum standard deviation of attributes of the numeric type.
2.86
First quartile of kurtosis among attributes of the numeric type.
1699.67
Third quartile of standard deviation of attributes of the numeric type.
68022.89
Maximum standard deviation of attributes of the numeric type.
32.64
Percentage of instances belonging to the least frequent class.
910.26
First quartile of means among attributes of the numeric type.
0
Standard deviation of the number of distinct values among attributes of the nominal type.
Average entropy of the attributes.
126
Number of instances belonging to the least frequent class.
First quartile of mutual information between the nominal attributes and the target attribute.
25.85
Mean kurtosis among attributes of the numeric type.
1
Number of binary attributes.
1.28
First quartile of skewness among attributes of the numeric type.
3319.98
Mean of means among attributes of the numeric type.
588.82
First quartile of standard deviation of attributes of the numeric type.
0.95
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
Second quartile (Median) of entropy among attributes.
0.91
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
7.54
Second quartile (Median) of kurtosis among attributes of the numeric type.
28.33
Number of attributes divided by the number of instances.
2
Average number of distinct values among the attributes of the nominal type.
1513.83
Second quartile (Median) of means among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
3.15
Mean skewness among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
67.36
Percentage of instances belonging to the most frequent class.
1880.2
Mean standard deviation of attributes of the numeric type.
2.11
Second quartile (Median) of skewness among attributes of the numeric type.
260
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.

7 tasks

65 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
1 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
0 runs - estimation_procedure: 33% Holdout set - target_feature: Tissue
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: Tissue
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
Define a new task