Data
AP_Endometrium_Breast

AP_Endometrium_Breast

active ARFF Publicly available Visibility: public Uploaded 07-10-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
  • Chemistry Life Science mythbusting_1 study_123 study_15 study_20
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.

10936 features

Tissue (target)nominal2 unique values
0 missing
ID_REF (ignore)numeric405 unique values
0 missing
1560144_atnumeric401 unique values
0 missing
200680_x_atnumeric403 unique values
0 missing
200972_atnumeric404 unique values
0 missing
201287_s_atnumeric404 unique values
0 missing
201608_s_atnumeric396 unique values
0 missing
201956_s_atnumeric401 unique values
0 missing
202377_atnumeric405 unique values
0 missing
202810_atnumeric403 unique values
0 missing
203316_s_atnumeric405 unique values
0 missing
203878_s_atnumeric403 unique values
0 missing
204515_atnumeric336 unique values
0 missing
205311_atnumeric335 unique values
0 missing
206326_atnumeric391 unique values
0 missing
208029_s_atnumeric403 unique values
0 missing
208813_atnumeric398 unique values
0 missing
209182_s_atnumeric395 unique values
0 missing
209710_atnumeric400 unique values
0 missing
210652_s_atnumeric403 unique values
0 missing
211745_x_atnumeric405 unique values
0 missing
212245_atnumeric400 unique values
0 missing
212698_s_atnumeric404 unique values
0 missing
213350_atnumeric403 unique values
0 missing
214110_s_atnumeric396 unique values
0 missing
215383_x_atnumeric399 unique values
0 missing
217717_s_atnumeric404 unique values
0 missing
218094_s_atnumeric399 unique values
0 missing
218604_atnumeric400 unique values
0 missing
219459_atnumeric391 unique values
0 missing
221492_s_atnumeric401 unique values
0 missing
222404_x_atnumeric404 unique values
0 missing
223090_x_atnumeric400 unique values
0 missing
224298_s_atnumeric404 unique values
0 missing
224851_atnumeric400 unique values
0 missing
225285_atnumeric402 unique values
0 missing
225846_atnumeric405 unique values
0 missing
226517_atnumeric400 unique values
0 missing
227338_atnumeric402 unique values
0 missing
228489_atnumeric395 unique values
0 missing
230238_atnumeric391 unique values
0 missing
233555_s_atnumeric402 unique values
0 missing
238593_atnumeric403 unique values
0 missing
244753_atnumeric401 unique values
0 missing
1007_s_atnumeric400 unique values
0 missing
1560296_atnumeric401 unique values
0 missing
200681_atnumeric404 unique values
0 missing
200973_s_atnumeric402 unique values
0 missing
201288_atnumeric405 unique values
0 missing
201609_x_atnumeric401 unique values
0 missing
201957_atnumeric393 unique values
0 missing
202378_s_atnumeric404 unique values
0 missing
202812_atnumeric395 unique values
0 missing
203318_s_atnumeric401 unique values
0 missing
203879_atnumeric397 unique values
0 missing
204516_atnumeric397 unique values
0 missing
205313_atnumeric381 unique values
0 missing
206332_s_atnumeric403 unique values
0 missing
208030_s_atnumeric404 unique values
0 missing
208815_x_atnumeric397 unique values
0 missing
209183_s_atnumeric405 unique values
0 missing
209711_atnumeric403 unique values
0 missing
210663_s_atnumeric395 unique values
0 missing
211746_x_atnumeric405 unique values
0 missing
212247_atnumeric399 unique values
0 missing
212708_atnumeric400 unique values
0 missing
213353_atnumeric402 unique values
0 missing
214112_s_atnumeric396 unique values
0 missing
215385_atnumeric401 unique values
0 missing
217718_s_atnumeric405 unique values
0 missing
218095_s_atnumeric403 unique values
0 missing
218605_atnumeric400 unique values
0 missing
219463_atnumeric402 unique values
0 missing
221493_atnumeric405 unique values
0 missing
222405_atnumeric404 unique values
0 missing
223092_atnumeric403 unique values
0 missing
224301_x_atnumeric404 unique values
0 missing
224856_atnumeric401 unique values
0 missing
225286_atnumeric401 unique values
0 missing
225847_atnumeric394 unique values
0 missing
226518_atnumeric401 unique values
0 missing
227342_s_atnumeric384 unique values
0 missing
228490_atnumeric387 unique values
0 missing
230250_atnumeric398 unique values
0 missing
233557_s_atnumeric398 unique values
0 missing
238595_atnumeric402 unique values
0 missing
244780_atnumeric394 unique values
0 missing
121_atnumeric401 unique values
0 missing
1560339_s_atnumeric400 unique values
0 missing
200682_s_atnumeric403 unique values
0 missing
200974_atnumeric405 unique values
0 missing
201289_atnumeric405 unique values
0 missing
201612_atnumeric405 unique values
0 missing
201959_s_atnumeric404 unique values
0 missing
202379_s_atnumeric404 unique values
0 missing
202813_atnumeric401 unique values
0 missing
203319_s_atnumeric403 unique values
0 missing
203880_atnumeric402 unique values
0 missing
204517_atnumeric403 unique values
0 missing
205316_atnumeric392 unique values
0 missing
206334_atnumeric375 unique values
0 missing
208051_s_atnumeric404 unique values
0 missing
208816_x_atnumeric402 unique values
0 missing
209184_s_atnumeric401 unique values
0 missing
209714_s_atnumeric399 unique values
0 missing
210664_s_atnumeric392 unique values
0 missing
211747_s_atnumeric401 unique values
0 missing
212248_atnumeric403 unique values
0 missing
212713_atnumeric396 unique values
0 missing
213356_x_atnumeric405 unique values
0 missing
214113_s_atnumeric399 unique values
0 missing
215388_s_atnumeric404 unique values
0 missing
217719_atnumeric405 unique values
0 missing
218096_atnumeric403 unique values
0 missing
218606_atnumeric402 unique values
0 missing
219485_s_atnumeric402 unique values
0 missing
221494_x_atnumeric404 unique values
0 missing
222408_s_atnumeric404 unique values
0 missing
223096_atnumeric404 unique values
0 missing
224302_s_atnumeric400 unique values
0 missing
224857_s_atnumeric402 unique values
0 missing
225288_atnumeric399 unique values
0 missing
225849_s_atnumeric402 unique values
0 missing
226523_atnumeric393 unique values
0 missing
227346_atnumeric399 unique values
0 missing
228494_atnumeric401 unique values
0 missing
230263_s_atnumeric396 unique values
0 missing
233571_x_atnumeric404 unique values
0 missing
238604_atnumeric398 unique values
0 missing
244881_atnumeric402 unique values
0 missing
1405_i_atnumeric403 unique values
0 missing
1560500_atnumeric400 unique values
0 missing
200683_s_atnumeric404 unique values
0 missing
200975_atnumeric405 unique values
0 missing
201290_atnumeric402 unique values
0 missing
201613_s_atnumeric399 unique values
0 missing
201960_s_atnumeric399 unique values
0 missing
202381_atnumeric405 unique values
0 missing
202814_s_atnumeric397 unique values
0 missing
203321_s_atnumeric400 unique values
0 missing
203881_s_atnumeric394 unique values
0 missing
204518_s_atnumeric400 unique values
0 missing
205321_atnumeric404 unique values
0 missing
206336_atnumeric374 unique values
0 missing
208066_s_atnumeric403 unique values
0 missing
208817_atnumeric402 unique values
0 missing
209185_s_atnumeric405 unique values
0 missing
209719_x_atnumeric377 unique values
0 missing
210665_atnumeric371 unique values
0 missing
211748_x_atnumeric403 unique values
0 missing
212249_atnumeric398 unique values
0 missing
212714_atnumeric401 unique values
0 missing
213357_atnumeric402 unique values
0 missing
214118_x_atnumeric404 unique values
0 missing
215397_x_atnumeric403 unique values
0 missing
217720_atnumeric404 unique values
0 missing
218097_s_atnumeric402 unique values
0 missing
218611_atnumeric402 unique values
0 missing
219489_s_atnumeric402 unique values
0 missing
221495_s_atnumeric404 unique values
0 missing
222409_atnumeric400 unique values
0 missing
223098_s_atnumeric400 unique values
0 missing
224309_s_atnumeric402 unique values
0 missing
224858_atnumeric405 unique values
0 missing
225289_atnumeric402 unique values
0 missing
225850_atnumeric403 unique values
0 missing
226525_atnumeric403 unique values
0 missing
227356_atnumeric394 unique values
0 missing
228496_s_atnumeric402 unique values
0 missing
230264_s_atnumeric402 unique values
0 missing
233586_s_atnumeric354 unique values
0 missing
238611_atnumeric398 unique values
0 missing
266_s_atnumeric404 unique values
0 missing
1438_atnumeric400 unique values
0 missing
1560587_s_atnumeric403 unique values
0 missing
200686_s_atnumeric404 unique values
0 missing
200976_s_atnumeric405 unique values
0 missing
201291_s_atnumeric403 unique values
0 missing
201614_s_atnumeric401 unique values
0 missing
201963_atnumeric404 unique values
0 missing
202386_s_atnumeric401 unique values
0 missing
202820_atnumeric403 unique values
0 missing
203323_atnumeric403 unique values
0 missing
203882_atnumeric400 unique values
0 missing
204519_s_atnumeric396 unique values
0 missing
205324_s_atnumeric403 unique values
0 missing
206339_atnumeric383 unique values
0 missing
208070_s_atnumeric398 unique values
0 missing
208818_s_atnumeric398 unique values
0 missing
209186_atnumeric405 unique values
0 missing
209723_atnumeric398 unique values
0 missing
210676_x_atnumeric396 unique values
0 missing
211749_s_atnumeric404 unique values
0 missing
212250_atnumeric401 unique values
0 missing
212716_s_atnumeric405 unique values
0 missing
213358_atnumeric399 unique values
0 missing
214119_s_atnumeric404 unique values
0 missing
215399_s_atnumeric404 unique values
0 missing
217722_s_atnumeric404 unique values
0 missing
218098_atnumeric401 unique values
0 missing
218613_atnumeric397 unique values
0 missing
219492_atnumeric399 unique values
0 missing
221499_s_atnumeric403 unique values
0 missing
222410_s_atnumeric405 unique values
0 missing
223099_s_atnumeric402 unique values
0 missing
224318_s_atnumeric401 unique values
0 missing
224859_atnumeric397 unique values
0 missing
225290_atnumeric402 unique values
0 missing
225852_atnumeric400 unique values
0 missing
226529_atnumeric403 unique values
0 missing
227357_atnumeric399 unique values
0 missing
228498_atnumeric405 unique values
0 missing
230269_atnumeric378 unique values
0 missing
233587_s_atnumeric395 unique values
0 missing
238617_atnumeric398 unique values
0 missing
31846_atnumeric398 unique values
0 missing
1494_f_atnumeric380 unique values
0 missing
1560622_atnumeric401 unique values
0 missing
200687_s_atnumeric401 unique values
0 missing
200977_s_atnumeric405 unique values
0 missing
201292_atnumeric400 unique values
0 missing
201616_s_atnumeric404 unique values
0 missing
201966_atnumeric402 unique values
0 missing
202387_atnumeric401 unique values
0 missing
202822_atnumeric401 unique values
0 missing
203324_s_atnumeric400 unique values
0 missing
203883_s_atnumeric398 unique values
0 missing
204526_s_atnumeric400 unique values
0 missing
205326_atnumeric397 unique values
0 missing
206343_s_atnumeric344 unique values
0 missing
208073_x_atnumeric404 unique values
0 missing
208819_atnumeric403 unique values
0 missing
209187_atnumeric400 unique values
0 missing
209728_atnumeric386 unique values
0 missing
210679_x_atnumeric396 unique values
0 missing
211750_x_atnumeric405 unique values
0 missing
212251_atnumeric402 unique values
0 missing
212718_atnumeric403 unique values
0 missing
213359_atnumeric399 unique values
0 missing
214124_x_atnumeric400 unique values
0 missing
215411_s_atnumeric398 unique values
0 missing
217724_atnumeric404 unique values
0 missing
218099_atnumeric399 unique values
0 missing
218614_atnumeric404 unique values
0 missing
219497_s_atnumeric397 unique values
0 missing
221500_s_atnumeric401 unique values
0 missing
222411_s_atnumeric404 unique values
0 missing
223100_s_atnumeric404 unique values
0 missing
224321_atnumeric394 unique values
0 missing
224861_atnumeric402 unique values
0 missing
225291_atnumeric400 unique values
0 missing
225853_atnumeric401 unique values
0 missing
226534_atnumeric404 unique values
0 missing
227361_atnumeric388 unique values
0 missing
228523_atnumeric393 unique values
0 missing
230270_atnumeric403 unique values
0 missing
233595_atnumeric402 unique values
0 missing
238619_atnumeric404 unique values
0 missing
31874_atnumeric396 unique values
0 missing
1552256_a_atnumeric403 unique values
0 missing
1560652_atnumeric370 unique values
0 missing
200689_x_atnumeric405 unique values
0 missing
200978_atnumeric405 unique values
0 missing
201293_x_atnumeric405 unique values
0 missing
201617_x_atnumeric403 unique values
0 missing
201967_atnumeric398 unique values
0 missing
202388_atnumeric403 unique values
0 missing
202823_atnumeric390 unique values
0 missing
203325_s_atnumeric403 unique values
0 missing
203885_atnumeric400 unique values
0 missing
204528_s_atnumeric405 unique values
0 missing
205328_atnumeric390 unique values
0 missing
206364_atnumeric397 unique values
0 missing
208074_s_atnumeric405 unique values
0 missing
208820_atnumeric401 unique values
0 missing
209189_atnumeric404 unique values
0 missing
209732_atnumeric404 unique values
0 missing
210686_x_atnumeric404 unique values
0 missing
211755_s_atnumeric404 unique values
0 missing
212253_x_atnumeric393 unique values
0 missing
212721_atnumeric400 unique values
0 missing
213360_s_atnumeric401 unique values
0 missing
214129_atnumeric399 unique values
0 missing
215416_s_atnumeric400 unique values
0 missing
217725_x_atnumeric404 unique values
0 missing
218100_s_atnumeric402 unique values
0 missing
218618_s_atnumeric405 unique values
0 missing
219498_s_atnumeric395 unique values
0 missing
221501_x_atnumeric404 unique values
0 missing
222413_s_atnumeric399 unique values
0 missing
223103_atnumeric399 unique values
0 missing
224325_atnumeric393 unique values
0 missing
224865_atnumeric403 unique values
0 missing
225293_atnumeric404 unique values
0 missing
225856_atnumeric399 unique values
0 missing
226535_atnumeric402 unique values
0 missing
227363_s_atnumeric405 unique values
0 missing
228528_atnumeric401 unique values
0 missing
230288_atnumeric377 unique values
0 missing
233599_atnumeric391 unique values
0 missing
238623_atnumeric398 unique values
0 missing
32069_atnumeric398 unique values
0 missing
1552257_a_atnumeric404 unique values
0 missing
1560659_atnumeric400 unique values
0 missing
200691_s_atnumeric400 unique values
0 missing
200980_s_atnumeric400 unique values
0 missing
201294_s_atnumeric399 unique values
0 missing
201618_x_atnumeric400 unique values
0 missing
201968_s_atnumeric403 unique values
0 missing
202391_atnumeric401 unique values
0 missing
202824_s_atnumeric403 unique values
0 missing
203327_atnumeric394 unique values
0 missing
203886_s_atnumeric397 unique values
0 missing
204532_x_atnumeric386 unique values
0 missing
205334_atnumeric399 unique values
0 missing
206373_atnumeric364 unique values
0 missing
208078_s_atnumeric397 unique values
0 missing
208821_atnumeric402 unique values
0 missing
209190_s_atnumeric400 unique values
0 missing
209734_atnumeric397 unique values
0 missing
210691_s_atnumeric399 unique values
0 missing
211756_atnumeric386 unique values
0 missing
212254_s_atnumeric403 unique values
0 missing
212724_atnumeric405 unique values
0 missing
213364_s_atnumeric395 unique values
0 missing
214141_x_atnumeric402 unique values
0 missing
215434_x_atnumeric402 unique values
0 missing
217726_atnumeric401 unique values
0 missing
218101_s_atnumeric404 unique values
0 missing
218622_atnumeric399 unique values
0 missing
219505_atnumeric399 unique values
0 missing
221502_atnumeric403 unique values
0 missing
222414_atnumeric402 unique values
0 missing
223104_atnumeric400 unique values
0 missing
224327_s_atnumeric399 unique values
0 missing
224866_atnumeric403 unique values
0 missing
225294_s_atnumeric403 unique values
0 missing
225857_s_atnumeric401 unique values
0 missing
226536_atnumeric400 unique values
0 missing
227364_atnumeric405 unique values
0 missing
228531_atnumeric396 unique values
0 missing
230291_s_atnumeric403 unique values
0 missing
233632_s_atnumeric400 unique values
0 missing
238651_atnumeric392 unique values
0 missing
32091_atnumeric400 unique values
0 missing
1552348_atnumeric371 unique values
0 missing
1560661_x_atnumeric397 unique values
0 missing
200692_s_atnumeric402 unique values
0 missing
200981_x_atnumeric405 unique values
0 missing
201296_s_atnumeric404 unique values
0 missing
201619_atnumeric402 unique values
0 missing
201970_s_atnumeric397 unique values
0 missing
202393_s_atnumeric403 unique values
0 missing
202825_atnumeric396 unique values
0 missing
203329_atnumeric401 unique values
0 missing
203887_s_atnumeric400 unique values
0 missing
204533_atnumeric403 unique values
0 missing
205335_s_atnumeric403 unique values
0 missing
206378_atnumeric401 unique values
0 missing
208079_s_atnumeric401 unique values
0 missing
208822_s_atnumeric404 unique values
0 missing
209191_atnumeric403 unique values
0 missing
209737_atnumeric394 unique values
0 missing
210715_s_atnumeric405 unique values
0 missing
211758_x_atnumeric401 unique values
0 missing
212255_s_atnumeric403 unique values
0 missing
212725_s_atnumeric400 unique values
0 missing
213365_atnumeric400 unique values
0 missing
214142_atnumeric278 unique values
0 missing
215438_x_atnumeric403 unique values
0 missing
217727_x_atnumeric403 unique values
0 missing
218102_atnumeric402 unique values
0 missing
218625_atnumeric397 unique values
0 missing
219506_atnumeric398 unique values
0 missing
221504_s_atnumeric398 unique values
0 missing
222415_atnumeric403 unique values
0 missing
223105_s_atnumeric405 unique values
0 missing
224328_s_atnumeric389 unique values
0 missing
224867_atnumeric403 unique values
0 missing
225295_atnumeric402 unique values
0 missing
225858_s_atnumeric399 unique values
0 missing
226538_atnumeric401 unique values
0 missing
227370_atnumeric395 unique values
0 missing
228532_atnumeric397 unique values
0 missing
230296_atnumeric400 unique values
0 missing
233656_s_atnumeric396 unique values
0 missing
238673_atnumeric403 unique values
0 missing
32128_atnumeric399 unique values
0 missing
1552426_a_atnumeric401 unique values
0 missing
1560813_atnumeric398 unique values
0 missing
200693_atnumeric404 unique values
0 missing
200982_s_atnumeric401 unique values
0 missing
201298_s_atnumeric399 unique values
0 missing
201620_atnumeric400 unique values
0 missing
201971_s_atnumeric402 unique values
0 missing
202395_atnumeric397 unique values
0 missing
202826_atnumeric402 unique values
0 missing
203333_atnumeric398 unique values
0 missing
203889_atnumeric398 unique values
0 missing
204534_atnumeric370 unique values
0 missing
205336_atnumeric366 unique values
0 missing
206385_s_atnumeric403 unique values
0 missing
208082_x_atnumeric401 unique values
0 missing
208824_x_atnumeric393 unique values
0 missing
209194_atnumeric401 unique values
0 missing
209739_s_atnumeric400 unique values
0 missing
210717_atnumeric390 unique values
0 missing
211759_x_atnumeric403 unique values
0 missing
212256_atnumeric403 unique values
0 missing
212730_atnumeric404 unique values
0 missing
213366_x_atnumeric405 unique values
0 missing
214143_x_atnumeric405 unique values
0 missing
215440_s_atnumeric402 unique values
0 missing
217728_atnumeric405 unique values
0 missing
218103_atnumeric397 unique values
0 missing
218627_atnumeric400 unique values
0 missing
219508_atnumeric380 unique values
0 missing
221505_atnumeric403 unique values
0 missing
222416_atnumeric402 unique values
0 missing
223106_atnumeric404 unique values
0 missing
224330_s_atnumeric401 unique values
0 missing
224870_atnumeric404 unique values
0 missing
225297_atnumeric400 unique values
0 missing
225861_atnumeric401 unique values
0 missing
226544_x_atnumeric398 unique values
0 missing
227372_s_atnumeric399 unique values
0 missing
228541_x_atnumeric401 unique values
0 missing
230323_s_atnumeric394 unique values
0 missing
233702_x_atnumeric404 unique values
0 missing
238681_atnumeric394 unique values
0 missing
32209_atnumeric399 unique values
0 missing
1552477_a_atnumeric398 unique values
0 missing
1560850_atnumeric376 unique values
0 missing
200694_s_atnumeric399 unique values
0 missing
200983_x_atnumeric405 unique values
0 missing
201300_s_atnumeric404 unique values
0 missing
201621_atnumeric403 unique values
0 missing
201972_atnumeric400 unique values
0 missing
202396_atnumeric402 unique values
0 missing
202829_s_atnumeric399 unique values
0 missing
203335_atnumeric404 unique values
0 missing
203892_atnumeric403 unique values
0 missing
204537_s_atnumeric390 unique values
0 missing
205339_atnumeric397 unique values
0 missing
206391_atnumeric389 unique values
0 missing
208083_s_atnumeric387 unique values
0 missing
208825_x_atnumeric405 unique values
0 missing
209199_s_atnumeric399 unique values
0 missing
209747_atnumeric401 unique values
0 missing
210719_s_atnumeric402 unique values
0 missing
211761_s_atnumeric403 unique values
0 missing
212263_atnumeric401 unique values
0 missing
212731_atnumeric400 unique values
0 missing
213374_x_atnumeric401 unique values
0 missing
214149_s_atnumeric396 unique values
0 missing
215446_s_atnumeric401 unique values
0 missing
217729_s_atnumeric400 unique values
0 missing
218105_s_atnumeric397 unique values
0 missing
218628_atnumeric398 unique values
0 missing
219511_s_atnumeric393 unique values
0 missing
221506_s_atnumeric402 unique values
0 missing
222417_s_atnumeric404 unique values
0 missing
223110_atnumeric404 unique values
0 missing
224331_s_atnumeric403 unique values
0 missing
224871_atnumeric398 unique values
0 missing
225298_atnumeric397 unique values
0 missing
225863_s_atnumeric400 unique values
0 missing
226545_atnumeric401 unique values
0 missing
227373_atnumeric400 unique values
0 missing
228545_atnumeric398 unique values
0 missing
230326_s_atnumeric402 unique values
0 missing
233746_x_atnumeric402 unique values
0 missing
238701_x_atnumeric405 unique values
0 missing
32837_atnumeric400 unique values
0 missing
1552507_atnumeric391 unique values
0 missing
1561140_atnumeric355 unique values
0 missing
200695_atnumeric402 unique values
0 missing
200984_s_atnumeric404 unique values
0 missing
201301_s_atnumeric402 unique values
0 missing
201622_atnumeric402 unique values
0 missing
201973_s_atnumeric405 unique values
0 missing
202397_atnumeric400 unique values
0 missing
202831_atnumeric387 unique values
0 missing
203336_s_atnumeric400 unique values
0 missing
203893_atnumeric401 unique values
0 missing
204538_x_atnumeric404 unique values
0 missing
205342_s_atnumeric379 unique values
0 missing
206392_s_atnumeric398 unique values
0 missing
208084_atnumeric378 unique values
0 missing
208826_x_atnumeric404 unique values
0 missing
209200_atnumeric400 unique values
0 missing
209750_atnumeric402 unique values
0 missing
210733_atnumeric403 unique values
0 missing
211762_s_atnumeric405 unique values
0 missing
212265_atnumeric405 unique values
0 missing
212734_x_atnumeric405 unique values
0 missing
213375_s_atnumeric402 unique values
0 missing
214150_x_atnumeric404 unique values
0 missing
215450_atnumeric399 unique values
0 missing
217730_atnumeric403 unique values
0 missing
218106_s_atnumeric398 unique values
0 missing
218638_s_atnumeric400 unique values
0 missing
219517_atnumeric399 unique values
0 missing
221509_atnumeric403 unique values
0 missing
222420_s_atnumeric405 unique values
0 missing
223112_s_atnumeric402 unique values
0 missing
224333_s_atnumeric399 unique values
0 missing
224872_atnumeric401 unique values
0 missing
225301_s_atnumeric404 unique values
0 missing
225864_atnumeric404 unique values
0 missing
226547_atnumeric401 unique values
0 missing
227376_atnumeric402 unique values
0 missing
228554_atnumeric400 unique values
0 missing
230332_atnumeric399 unique values
0 missing
233757_x_atnumeric403 unique values
0 missing
238706_atnumeric402 unique values
0 missing
33132_atnumeric398 unique values
0 missing
1552508_atnumeric384 unique values
0 missing
1561195_atnumeric390 unique values
0 missing
200696_s_atnumeric405 unique values
0 missing
200985_s_atnumeric403 unique values
0 missing
201302_atnumeric404 unique values
0 missing
201623_s_atnumeric404 unique values
0 missing
201975_atnumeric400 unique values
0 missing
202399_s_atnumeric401 unique values
0 missing
202832_atnumeric397 unique values
0 missing
203337_x_atnumeric387 unique values
0 missing
203895_atnumeric397 unique values
0 missing
204540_atnumeric394 unique values
0 missing
205345_atnumeric398 unique values
0 missing
206394_atnumeric303 unique values
0 missing
208091_s_atnumeric403 unique values
0 missing
208827_atnumeric401 unique values
0 missing
209201_x_atnumeric405 unique values
0 missing
209751_s_atnumeric393 unique values
0 missing
210735_s_atnumeric405 unique values
0 missing
211763_s_atnumeric398 unique values
0 missing
212266_s_atnumeric403 unique values
0 missing
212737_atnumeric402 unique values
0 missing
213376_atnumeric400 unique values
0 missing
214157_atnumeric393 unique values
0 missing
215452_x_atnumeric403 unique values
0 missing
217731_s_atnumeric405 unique values
0 missing
218107_atnumeric404 unique values
0 missing
218640_s_atnumeric405 unique values
0 missing
219520_s_atnumeric401 unique values
0 missing
221510_s_atnumeric400 unique values
0 missing
222421_atnumeric402 unique values
0 missing
223113_atnumeric398 unique values
0 missing
224342_x_atnumeric403 unique values
0 missing
224874_atnumeric399 unique values
0 missing
225302_atnumeric399 unique values
0 missing
225865_x_atnumeric404 unique values
0 missing
226552_atnumeric394 unique values
0 missing
227379_atnumeric397 unique values
0 missing
228562_atnumeric401 unique values
0 missing
230333_atnumeric405 unique values
0 missing
233759_s_atnumeric398 unique values
0 missing
238712_atnumeric402 unique values
0 missing
33304_atnumeric399 unique values
0 missing
1552509_a_atnumeric393 unique values
0 missing
1561346_atnumeric400 unique values
0 missing
200697_atnumeric402 unique values
0 missing
200986_atnumeric404 unique values
0 missing
201303_atnumeric403 unique values
0 missing
201624_atnumeric403 unique values
0 missing
201976_s_atnumeric404 unique values
0 missing
202403_s_atnumeric405 unique values
0 missing
202833_s_atnumeric404 unique values
0 missing
203338_atnumeric397 unique values
0 missing
203897_atnumeric400 unique values
0 missing
204541_atnumeric389 unique values
0 missing
205347_s_atnumeric395 unique values
0 missing
206396_atnumeric378 unique values
0 missing
208095_s_atnumeric404 unique values
0 missing
208828_atnumeric401 unique values
0 missing
209205_s_atnumeric402 unique values
0 missing
209752_atnumeric348 unique values
0 missing
210740_s_atnumeric398 unique values
0 missing
211764_s_atnumeric399 unique values
0 missing
212267_atnumeric403 unique values
0 missing
212739_s_atnumeric400 unique values
0 missing
213377_x_atnumeric405 unique values
0 missing
214164_x_atnumeric405 unique values
0 missing
215464_s_atnumeric402 unique values
0 missing
217732_s_atnumeric405 unique values
0 missing
218108_atnumeric395 unique values
0 missing
218641_atnumeric390 unique values
0 missing
219522_atnumeric395 unique values
0 missing
221515_s_atnumeric404 unique values
0 missing
222423_atnumeric400 unique values
0 missing
223120_atnumeric401 unique values
0 missing
224345_x_atnumeric404 unique values
0 missing
224876_atnumeric401 unique values
0 missing
225303_atnumeric400 unique values
0 missing
225866_atnumeric400 unique values
0 missing
226554_atnumeric398 unique values
0 missing
227383_atnumeric405 unique values
0 missing
228568_atnumeric399 unique values
0 missing
230352_atnumeric397 unique values
0 missing
233775_x_atnumeric399 unique values
0 missing
238720_atnumeric364 unique values
0 missing
33322_i_atnumeric404 unique values
0 missing
1552519_atnumeric390 unique values
0 missing
1561754_atnumeric401 unique values
0 missing
200698_atnumeric403 unique values
0 missing
200987_x_atnumeric395 unique values
0 missing
201304_atnumeric402 unique values
0 missing
201626_atnumeric402 unique values
0 missing
201980_s_atnumeric401 unique values
0 missing
202404_s_atnumeric405 unique values
0 missing
202834_atnumeric395 unique values
0 missing
203341_atnumeric400 unique values
0 missing
203903_s_atnumeric401 unique values
0 missing
204542_atnumeric399 unique values
0 missing
205348_s_atnumeric392 unique values
0 missing
206400_atnumeric346 unique values
0 missing
208096_s_atnumeric393 unique values
0 missing
208829_atnumeric404 unique values
0 missing
209209_s_atnumeric401 unique values
0 missing
209757_s_atnumeric392 unique values
0 missing
210749_x_atnumeric405 unique values
0 missing
211765_x_atnumeric405 unique values
0 missing
212268_atnumeric400 unique values
0 missing
212741_atnumeric398 unique values
0 missing
213385_atnumeric394 unique values
0 missing
214167_s_atnumeric405 unique values
0 missing
215465_atnumeric382 unique values
0 missing
217733_s_atnumeric405 unique values
0 missing
218109_s_atnumeric403 unique values
0 missing
218642_s_atnumeric393 unique values
0 missing
219525_atnumeric390 unique values
0 missing
221517_s_atnumeric401 unique values
0 missing
222424_s_atnumeric395 unique values
0 missing
223121_s_atnumeric398 unique values
0 missing
224352_s_atnumeric396 unique values
0 missing
224879_atnumeric403 unique values
0 missing
225304_s_atnumeric402 unique values
0 missing
225868_atnumeric395 unique values
0 missing
226556_atnumeric398 unique values
0 missing
227384_s_atnumeric404 unique values
0 missing
228582_x_atnumeric405 unique values
0 missing
230369_atnumeric392 unique values
0 missing
233779_x_atnumeric398 unique values
0 missing
238750_atnumeric396 unique values
0 missing
33323_r_atnumeric402 unique values
0 missing
1552575_a_atnumeric394 unique values
0 missing
1561817_atnumeric368 unique values
0 missing
200699_atnumeric403 unique values
0 missing
200989_atnumeric405 unique values
0 missing
201305_x_atnumeric403 unique values
0 missing
201627_s_atnumeric399 unique values
0 missing
201983_s_atnumeric403 unique values
0 missing
202406_s_atnumeric404 unique values
0 missing
202836_s_atnumeric404 unique values
0 missing
203343_atnumeric402 unique values
0 missing
203905_atnumeric396 unique values
0 missing
204547_atnumeric398 unique values
0 missing
205350_atnumeric392 unique values
0 missing
206401_s_atnumeric396 unique values
0 missing
208097_s_atnumeric402 unique values
0 missing
208833_s_atnumeric403 unique values
0 missing
209210_s_atnumeric402 unique values
0 missing
209758_s_atnumeric404 unique values
0 missing
210754_s_atnumeric403 unique values
0 missing
211769_x_atnumeric405 unique values
0 missing
212269_s_atnumeric395 unique values
0 missing
212742_atnumeric399 unique values
0 missing
213391_atnumeric399 unique values
0 missing
214170_x_atnumeric403 unique values
0 missing
215470_atnumeric400 unique values
0 missing
217734_s_atnumeric405 unique values
0 missing
218117_atnumeric404 unique values
0 missing
218646_atnumeric398 unique values
0 missing
219529_atnumeric396 unique values
0 missing
221518_s_atnumeric400 unique values
0 missing
222425_s_atnumeric394 unique values
0 missing
223122_s_atnumeric405 unique values
0 missing
224355_s_atnumeric344 unique values
0 missing
224880_atnumeric399 unique values
0 missing
225305_atnumeric402 unique values
0 missing
225870_s_atnumeric400 unique values
0 missing
226558_atnumeric404 unique values
0 missing
227386_s_atnumeric398 unique values
0 missing
228588_s_atnumeric404 unique values
0 missing
230372_atnumeric396 unique values
0 missing
233810_x_atnumeric397 unique values
0 missing
238756_atnumeric395 unique values
0 missing
33814_atnumeric400 unique values
0 missing
1552594_atnumeric357 unique values
0 missing
1561937_x_atnumeric396 unique values
0 missing
200700_s_atnumeric404 unique values
0 missing
200990_atnumeric403 unique values
0 missing
201306_s_atnumeric405 unique values
0 missing
201628_s_atnumeric403 unique values
0 missing
201984_s_atnumeric396 unique values
0 missing
202408_s_atnumeric398 unique values
0 missing
202838_atnumeric405 unique values
0 missing
203344_s_atnumeric404 unique values
0 missing
203908_atnumeric385 unique values
0 missing
204550_x_atnumeric395 unique values
0 missing
205352_atnumeric395 unique values
0 missing
206404_atnumeric394 unique values
0 missing
208103_s_atnumeric399 unique values
0 missing
208834_x_atnumeric405 unique values
0 missing
209211_atnumeric394 unique values
0 missing
209759_s_atnumeric399 unique values
0 missing
210756_s_atnumeric400 unique values
0 missing
211776_s_atnumeric399 unique values
0 missing
212270_x_atnumeric405 unique values
0 missing
212746_s_atnumeric395 unique values
0 missing
213392_atnumeric400 unique values
0 missing
214173_x_atnumeric404 unique values
0 missing
215471_s_atnumeric399 unique values
0 missing
217736_s_atnumeric402 unique values
0 missing
218118_s_atnumeric402 unique values
0 missing
218648_atnumeric399 unique values
0 missing
219543_atnumeric399 unique values
0 missing
221520_s_atnumeric393 unique values
0 missing
222427_s_atnumeric400 unique values
0 missing
223125_s_atnumeric405 unique values
0 missing
224356_x_atnumeric404 unique values
0 missing
224881_atnumeric402 unique values
0 missing
225306_s_atnumeric402 unique values
0 missing
225871_atnumeric398 unique values
0 missing
226560_atnumeric394 unique values
0 missing
227388_atnumeric403 unique values
0 missing
228592_atnumeric398 unique values
0 missing
230378_atnumeric388 unique values
0 missing
233814_atnumeric399 unique values
0 missing
238761_atnumeric400 unique values
0 missing
34031_i_atnumeric400 unique values
0 missing
1552610_a_atnumeric402 unique values
0 missing
1561938_atnumeric373 unique values
0 missing
200701_atnumeric400 unique values
0 missing
200991_s_atnumeric400 unique values
0 missing
201307_atnumeric403 unique values
0 missing
201629_s_atnumeric401 unique values
0 missing
201985_atnumeric403 unique values
0 missing
202409_atnumeric404 unique values
0 missing
202839_s_atnumeric401 unique values
0 missing
203345_s_atnumeric404 unique values
0 missing
203910_atnumeric404 unique values
0 missing
204554_atnumeric400 unique values
0 missing
205353_s_atnumeric403 unique values
0 missing
206407_s_atnumeric396 unique values
0 missing
208113_x_atnumeric404 unique values
0 missing
208835_s_atnumeric404 unique values
0 missing
209212_s_atnumeric396 unique values
0 missing
209761_s_atnumeric394 unique values
0 missing
210757_x_atnumeric403 unique values
0 missing
211779_x_atnumeric398 unique values
0 missing
212271_atnumeric399 unique values
0 missing
212747_atnumeric401 unique values
0 missing
213397_x_atnumeric404 unique values
0 missing
214175_x_atnumeric400 unique values
0 missing
215483_atnumeric395 unique values
0 missing
217737_x_atnumeric396 unique values
0 missing
218120_s_atnumeric388 unique values
0 missing
218649_x_atnumeric399 unique values
0 missing
219549_s_atnumeric402 unique values
0 missing
221521_s_atnumeric400 unique values
0 missing
222428_s_atnumeric402 unique values
0 missing
223126_s_atnumeric397 unique values
0 missing
224358_s_atnumeric400 unique values
0 missing
224885_s_atnumeric404 unique values
0 missing
225308_s_atnumeric401 unique values
0 missing
225872_atnumeric403 unique values
0 missing
226565_atnumeric397 unique values
0 missing
227391_x_atnumeric404 unique values
0 missing
228606_atnumeric396 unique values
0 missing
230381_atnumeric399 unique values
0 missing
233842_x_atnumeric396 unique values
0 missing
238763_atnumeric389 unique values
0 missing
34210_atnumeric402 unique values
0 missing
1552615_atnumeric402 unique values
0 missing
1561956_atnumeric389 unique values
0 missing
200703_atnumeric402 unique values
0 missing
200992_atnumeric405 unique values
0 missing
201309_x_atnumeric399 unique values
0 missing
201630_s_atnumeric403 unique values
0 missing
201986_atnumeric404 unique values
0 missing
202410_x_atnumeric361 unique values
0 missing
202842_s_atnumeric404 unique values
0 missing
203351_s_atnumeric395 unique values
0 missing
203911_atnumeric395 unique values
0 missing
204559_s_atnumeric403 unique values
0 missing
205355_atnumeric392 unique values
0 missing
206414_s_atnumeric399 unique values
0 missing
208114_s_atnumeric402 unique values
0 missing
208836_atnumeric404 unique values
0 missing
209213_atnumeric396 unique values
0 missing
209762_x_atnumeric403 unique values
0 missing
210759_s_atnumeric403 unique values
0 missing
211783_s_atnumeric401 unique values
0 missing
212273_x_atnumeric405 unique values
0 missing
212749_s_atnumeric403 unique values
0 missing
213399_x_atnumeric405 unique values
0 missing
214177_s_atnumeric399 unique values
0 missing
215504_x_atnumeric404 unique values
0 missing
217738_atnumeric402 unique values
0 missing
218123_atnumeric402 unique values
0 missing
218652_s_atnumeric401 unique values
0 missing
219553_atnumeric400 unique values
0 missing
221522_atnumeric403 unique values
0 missing
222430_s_atnumeric402 unique values
0 missing
223129_x_atnumeric400 unique values
0 missing
224361_s_atnumeric390 unique values
0 missing
224889_atnumeric402 unique values
0 missing
225309_atnumeric401 unique values
0 missing
225878_atnumeric397 unique values
0 missing
226567_atnumeric403 unique values
0 missing
227394_atnumeric389 unique values
0 missing
228613_atnumeric401 unique values
0 missing
230387_atnumeric399 unique values
0 missing
233849_s_atnumeric399 unique values
0 missing
238774_atnumeric399 unique values
0 missing
34471_atnumeric273 unique values
0 missing
1552619_a_atnumeric398 unique values
0 missing
1562062_atnumeric399 unique values
0 missing
200704_atnumeric405 unique values
0 missing
200993_atnumeric404 unique values
0 missing
201310_s_atnumeric403 unique values
0 missing
201631_s_atnumeric403 unique values
0 missing
201987_atnumeric403 unique values
0 missing
202411_atnumeric405 unique values
0 missing
202845_s_atnumeric399 unique values
0 missing
203354_s_atnumeric399 unique values
0 missing
203913_s_atnumeric386 unique values
0 missing
204560_atnumeric343 unique values
0 missing
205356_atnumeric396 unique values
0 missing
206418_atnumeric297 unique values
0 missing
208120_x_atnumeric405 unique values
0 missing
208837_atnumeric405 unique values
0 missing
209214_s_atnumeric401 unique values
0 missing
209763_atnumeric400 unique values
0 missing
210761_s_atnumeric398 unique values
0 missing
211784_s_atnumeric403 unique values
0 missing
212274_atnumeric399 unique values
0 missing
212753_atnumeric395 unique values
0 missing
213400_s_atnumeric402 unique values
0 missing
214179_s_atnumeric397 unique values
0 missing
215529_x_atnumeric400 unique values
0 missing
217739_s_atnumeric401 unique values
0 missing
218124_atnumeric399 unique values
0 missing
218654_s_atnumeric400 unique values
0 missing
219557_s_atnumeric388 unique values
0 missing
221524_s_atnumeric398 unique values
0 missing
222431_atnumeric404 unique values
0 missing
223130_s_atnumeric401 unique values
0 missing
224364_s_atnumeric399 unique values
0 missing
224890_s_atnumeric399 unique values
0 missing
225310_atnumeric402 unique values
0 missing
225880_atnumeric397 unique values
0 missing
226568_atnumeric397 unique values
0 missing
227396_atnumeric401 unique values
0 missing
228614_atnumeric396 unique values
0 missing
230391_atnumeric397 unique values
0 missing
233864_s_atnumeric404 unique values
0 missing
238787_atnumeric395 unique values
0 missing
35147_atnumeric396 unique values
0 missing
1552621_atnumeric403 unique values
0 missing
1562063_x_atnumeric400 unique values
0 missing
200705_s_atnumeric405 unique values
0 missing
200994_atnumeric405 unique values
0 missing
201311_s_atnumeric403 unique values
0 missing
201632_atnumeric400 unique values
0 missing
201989_s_atnumeric402 unique values
0 missing
202412_s_atnumeric397 unique values
0 missing
202846_s_atnumeric401 unique values
0 missing
203355_s_atnumeric399 unique values
0 missing
203914_x_atnumeric398 unique values
0 missing
204563_atnumeric398 unique values
0 missing
205357_s_atnumeric399 unique values
0 missing
206424_atnumeric372 unique values
0 missing
208131_s_atnumeric403 unique values
0 missing
208838_atnumeric402 unique values
0 missing
209216_atnumeric399 unique values
0 missing
209770_atnumeric402 unique values
0 missing
210762_s_atnumeric404 unique values
0 missing
211787_s_atnumeric405 unique values
0 missing
212276_atnumeric402 unique values
0 missing
212754_s_atnumeric400 unique values
0 missing
213404_s_atnumeric403 unique values
0 missing
214182_atnumeric403 unique values
0 missing
215537_x_atnumeric401 unique values
0 missing
217740_x_atnumeric405 unique values
0 missing
218126_atnumeric401 unique values
0 missing
218656_s_atnumeric405 unique values
0 missing
219561_atnumeric401 unique values
0 missing
221526_x_atnumeric395 unique values
0 missing
222432_s_atnumeric400 unique values
0 missing
223132_s_atnumeric398 unique values
0 missing
224366_s_atnumeric401 unique values
0 missing
224891_atnumeric404 unique values
0 missing
225311_atnumeric398 unique values
0 missing
225889_atnumeric401 unique values
0 missing
226572_atnumeric396 unique values
0 missing
227399_atnumeric392 unique values
0 missing
228617_atnumeric405 unique values
0 missing
230398_atnumeric381 unique values
0 missing
233865_atnumeric383 unique values
0 missing
238805_atnumeric400 unique values
0 missing
35156_atnumeric397 unique values
0 missing
1552622_s_atnumeric403 unique values
0 missing
1562235_s_atnumeric401 unique values
0 missing
200706_s_atnumeric403 unique values
0 missing
200996_atnumeric402 unique values
0 missing
201312_s_atnumeric405 unique values
0 missing
201635_s_atnumeric401 unique values
0 missing
201990_s_atnumeric401 unique values
0 missing
202413_s_atnumeric400 unique values
0 missing
202847_atnumeric393 unique values
0 missing
203356_atnumeric400 unique values
0 missing
203915_atnumeric403 unique values
0 missing
204565_atnumeric400 unique values
0 missing
205358_atnumeric336 unique values
0 missing
206438_x_atnumeric400 unique values
0 missing
208137_x_atnumeric404 unique values
0 missing
208839_s_atnumeric400 unique values
0 missing
209218_atnumeric405 unique values
0 missing
209771_x_atnumeric404 unique values
0 missing
210764_s_atnumeric404 unique values
0 missing
211795_s_atnumeric399 unique values
0 missing
212277_atnumeric402 unique values
0 missing
212760_atnumeric401 unique values
0 missing
213405_atnumeric398 unique values
0 missing
214203_s_atnumeric398 unique values
0 missing
215548_s_atnumeric399 unique values
0 missing
217741_s_atnumeric404 unique values
0 missing
218131_s_atnumeric394 unique values
0 missing
218659_atnumeric403 unique values
0 missing
219563_atnumeric400 unique values
0 missing
221529_s_atnumeric399 unique values
0 missing
222433_atnumeric405 unique values
0 missing
223133_atnumeric404 unique values
0 missing
224367_atnumeric401 unique values
0 missing
224892_atnumeric401 unique values
0 missing
225312_atnumeric402 unique values
0 missing
225890_atnumeric402 unique values
0 missing
226581_atnumeric402 unique values
0 missing
227400_atnumeric405 unique values
0 missing
228623_atnumeric399 unique values
0 missing
230412_atnumeric384 unique values
0 missing
233867_atnumeric401 unique values
0 missing
238846_atnumeric390 unique values
0 missing
35201_atnumeric395 unique values
0 missing
1552628_a_atnumeric402 unique values
0 missing
1562321_atnumeric387 unique values
0 missing
200707_atnumeric403 unique values
0 missing
200997_atnumeric402 unique values
0 missing
201313_atnumeric403 unique values
0 missing
201636_atnumeric399 unique values
0 missing
201991_s_atnumeric402 unique values
0 missing
202416_atnumeric399 unique values
0 missing
202850_atnumeric404 unique values
0 missing
203358_s_atnumeric402 unique values
0 missing
203917_atnumeric403 unique values
0 missing
204566_atnumeric397 unique values
0 missing
205361_s_atnumeric396 unique values
0 missing
206441_s_atnumeric401 unique values
0 missing
208146_s_atnumeric401 unique values
0 missing
208841_s_atnumeric402 unique values
0 missing
209219_atnumeric397 unique values
0 missing
209772_s_atnumeric405 unique values
0 missing
210766_s_atnumeric404 unique values
0 missing
211796_s_atnumeric401 unique values
0 missing
212279_atnumeric399 unique values
0 missing
212761_atnumeric403 unique values
0 missing
213408_s_atnumeric403 unique values
0 missing
214205_x_atnumeric399 unique values
0 missing
215582_x_atnumeric398 unique values
0 missing
217742_s_atnumeric402 unique values
0 missing
218132_s_atnumeric398 unique values
0 missing
218665_atnumeric400 unique values
0 missing
219564_atnumeric372 unique values
0 missing
221530_s_atnumeric404 unique values
0 missing
222435_s_atnumeric401 unique values
0 missing
223134_atnumeric402 unique values
0 missing
224372_atnumeric405 unique values
0 missing
224893_atnumeric402 unique values
0 missing
225314_atnumeric401 unique values
0 missing
225892_atnumeric398 unique values
0 missing
226582_atnumeric403 unique values
0 missing
227402_s_atnumeric400 unique values
0 missing
228625_atnumeric401 unique values
0 missing
230416_atnumeric401 unique values
0 missing
233868_x_atnumeric397 unique values
0 missing
238850_atnumeric374 unique values
0 missing
35436_atnumeric399 unique values
0 missing
1552658_a_atnumeric389 unique values
0 missing
1562527_atnumeric397 unique values
0 missing
200708_atnumeric403 unique values
0 missing
200998_s_atnumeric404 unique values
0 missing
201315_x_atnumeric405 unique values
0 missing
201637_s_atnumeric402 unique values
0 missing
201993_x_atnumeric404 unique values
0 missing
202418_atnumeric399 unique values
0 missing
202852_s_atnumeric402 unique values
0 missing
203359_s_atnumeric400 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
405
Number of instances (rows) of the dataset.
NumberOfFeatures
10936
Number of attributes (columns) of the dataset.
NumberOfClasses
2
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
10935
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
REPTreeDepth3Kappa
0.49
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
0.74
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
117123.66
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
2.19
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
0.71
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
27
Number of attributes divided by the number of instances.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
2
The minimal number of distinct values among attributes of the nominal type.
PercentageOfBinaryFeatures
0.01
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
885.01
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
0.14
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxNominalAttDistinctValues
2
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-0.06
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
0.43
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
0.91
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
20.12
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
429.72
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
25.99
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.95
Average class difference between consecutive instances.
RandomTreeDepth2AUC
0.71
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
0.05
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
62202.03
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
15.06
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
2782.23
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
0.96
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2ErrRate
0.14
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
0.81
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
61
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.01
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
0.02
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
0.43
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
0.91
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
28.1
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
0.92
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
4.05
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3AUC
0.71
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
0.05
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
3389.63
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
0.03
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
3.44
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1661.53
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
0.96
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3ErrRate
0.14
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
0.81
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
0.89
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
946.53
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
0.81
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
0.02
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
0.43
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
0.91
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
1
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
0.11
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NAUC
0.96
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
StdvNominalAttDistinctValues
0
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
0.05
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
2
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
1.39
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
0.49
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NErrRate
0.02
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
0.93
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
0.81
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
3.31
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
591.4
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
0.81
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NErrRate
0.03
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
84.94
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1819.68
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
0.11
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
0.61
Entropy of the target attribute values.
kNN1NKappa
0.88
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
344
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
8.47
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
0.49
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
0.81
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
0.85
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-0.35
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1557.46
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
0.11
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
0.06
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
404.93
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
53.09
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Show all 107 properties

15 tasks

Supervised Classification on AP_Endometrium_Breast
81 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Endometrium_Breast
1 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Endometrium_Breast
0 runs - estimation_procedure: 33% Holdout set - target_feature: Tissue
Supervised Data Stream Classification on AP_Endometrium_Breast
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: Tissue
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Endometrium_Breast
0 runs
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Endometrium_Breast
0 runs - estimation_procedure: 50 times Clustering
Define a new task