Data
AP_Colon_Lung

AP_Colon_Lung

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 study_123
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)numeric412 unique values
0 missing
1560339_s_atnumeric408 unique values
0 missing
200679_x_atnumeric412 unique values
0 missing
200970_s_atnumeric408 unique values
0 missing
201288_atnumeric411 unique values
0 missing
201601_x_atnumeric412 unique values
0 missing
201950_x_atnumeric411 unique values
0 missing
202364_atnumeric410 unique values
0 missing
202779_s_atnumeric410 unique values
0 missing
203290_atnumeric397 unique values
0 missing
203854_atnumeric404 unique values
0 missing
204454_atnumeric404 unique values
0 missing
205168_atnumeric398 unique values
0 missing
206023_atnumeric401 unique values
0 missing
207480_s_atnumeric406 unique values
0 missing
208696_atnumeric411 unique values
0 missing
209045_atnumeric409 unique values
0 missing
209511_atnumeric407 unique values
0 missing
210246_s_atnumeric270 unique values
0 missing
211464_x_atnumeric408 unique values
0 missing
212089_atnumeric405 unique values
0 missing
212539_atnumeric410 unique values
0 missing
213069_atnumeric408 unique values
0 missing
213801_x_atnumeric412 unique values
0 missing
214868_atnumeric390 unique values
0 missing
216920_s_atnumeric401 unique values
0 missing
217933_s_atnumeric411 unique values
0 missing
218384_atnumeric404 unique values
0 missing
219106_s_atnumeric365 unique values
0 missing
220647_s_atnumeric406 unique values
0 missing
221923_s_atnumeric412 unique values
0 missing
222977_atnumeric407 unique values
0 missing
223577_x_atnumeric410 unique values
0 missing
224709_s_atnumeric410 unique values
0 missing
225147_atnumeric404 unique values
0 missing
225652_atnumeric409 unique values
0 missing
226312_atnumeric408 unique values
0 missing
227029_atnumeric409 unique values
0 missing
228098_s_atnumeric412 unique values
0 missing
229765_atnumeric408 unique values
0 missing
232578_atnumeric356 unique values
0 missing
237018_atnumeric404 unique values
0 missing
244741_s_atnumeric402 unique values
0 missing
1007_s_atnumeric412 unique values
0 missing
1560500_atnumeric399 unique values
0 missing
200680_x_atnumeric412 unique values
0 missing
200971_s_atnumeric412 unique values
0 missing
201289_atnumeric411 unique values
0 missing
201602_s_atnumeric405 unique values
0 missing
201951_atnumeric407 unique values
0 missing
202365_atnumeric409 unique values
0 missing
202780_atnumeric404 unique values
0 missing
203300_x_atnumeric399 unique values
0 missing
203856_atnumeric408 unique values
0 missing
204455_atnumeric389 unique values
0 missing
205172_x_atnumeric407 unique values
0 missing
206025_s_atnumeric407 unique values
0 missing
207483_s_atnumeric405 unique values
0 missing
208697_s_atnumeric412 unique values
0 missing
209046_s_atnumeric411 unique values
0 missing
209513_s_atnumeric408 unique values
0 missing
210250_x_atnumeric405 unique values
0 missing
211465_x_atnumeric407 unique values
0 missing
212090_atnumeric407 unique values
0 missing
212540_atnumeric402 unique values
0 missing
213070_atnumeric404 unique values
0 missing
213803_atnumeric408 unique values
0 missing
214870_x_atnumeric410 unique values
0 missing
216922_x_atnumeric376 unique values
0 missing
217934_x_atnumeric408 unique values
0 missing
218386_x_atnumeric404 unique values
0 missing
219108_x_atnumeric407 unique values
0 missing
220720_x_atnumeric408 unique values
0 missing
221927_s_atnumeric409 unique values
0 missing
222978_atnumeric411 unique values
0 missing
223578_x_atnumeric401 unique values
0 missing
224710_atnumeric407 unique values
0 missing
225148_atnumeric401 unique values
0 missing
225655_atnumeric408 unique values
0 missing
226317_atnumeric400 unique values
0 missing
227030_atnumeric375 unique values
0 missing
228108_atnumeric397 unique values
0 missing
229768_atnumeric394 unique values
0 missing
232591_s_atnumeric404 unique values
0 missing
237064_x_atnumeric405 unique values
0 missing
244753_atnumeric409 unique values
0 missing
117_atnumeric403 unique values
0 missing
1560587_s_atnumeric410 unique values
0 missing
200681_atnumeric410 unique values
0 missing
200972_atnumeric411 unique values
0 missing
201290_atnumeric412 unique values
0 missing
201603_atnumeric407 unique values
0 missing
201952_atnumeric410 unique values
0 missing
202367_atnumeric406 unique values
0 missing
202783_atnumeric406 unique values
0 missing
203301_s_atnumeric406 unique values
0 missing
203857_s_atnumeric407 unique values
0 missing
204457_s_atnumeric410 unique values
0 missing
205173_x_atnumeric408 unique values
0 missing
206026_s_atnumeric405 unique values
0 missing
207502_atnumeric341 unique values
0 missing
208698_s_atnumeric408 unique values
0 missing
209047_atnumeric410 unique values
0 missing
209514_s_atnumeric402 unique values
0 missing
210260_s_atnumeric409 unique values
0 missing
211470_s_atnumeric405 unique values
0 missing
212091_s_atnumeric409 unique values
0 missing
212542_s_atnumeric410 unique values
0 missing
213071_atnumeric398 unique values
0 missing
213807_x_atnumeric406 unique values
0 missing
214875_x_atnumeric407 unique values
0 missing
216950_s_atnumeric402 unique values
0 missing
217935_s_atnumeric408 unique values
0 missing
218387_s_atnumeric404 unique values
0 missing
219110_atnumeric411 unique values
0 missing
220723_s_atnumeric388 unique values
0 missing
221928_atnumeric395 unique values
0 missing
222979_s_atnumeric409 unique values
0 missing
223592_s_atnumeric406 unique values
0 missing
224711_atnumeric408 unique values
0 missing
225152_atnumeric404 unique values
0 missing
225656_atnumeric405 unique values
0 missing
226318_atnumeric411 unique values
0 missing
227031_atnumeric403 unique values
0 missing
228116_atnumeric405 unique values
0 missing
229777_atnumeric391 unique values
0 missing
232597_x_atnumeric406 unique values
0 missing
237077_atnumeric328 unique values
0 missing
244780_atnumeric411 unique values
0 missing
121_atnumeric407 unique values
0 missing
1560622_atnumeric409 unique values
0 missing
200682_s_atnumeric411 unique values
0 missing
200973_s_atnumeric411 unique values
0 missing
201291_s_atnumeric410 unique values
0 missing
201605_x_atnumeric408 unique values
0 missing
201953_atnumeric411 unique values
0 missing
202369_s_atnumeric408 unique values
0 missing
202785_atnumeric406 unique values
0 missing
203302_atnumeric404 unique values
0 missing
203860_atnumeric408 unique values
0 missing
204461_x_atnumeric405 unique values
0 missing
205174_s_atnumeric405 unique values
0 missing
206032_atnumeric396 unique values
0 missing
207507_s_atnumeric411 unique values
0 missing
208699_x_atnumeric410 unique values
0 missing
209048_s_atnumeric407 unique values
0 missing
209515_s_atnumeric410 unique values
0 missing
210264_atnumeric406 unique values
0 missing
211474_s_atnumeric411 unique values
0 missing
212092_atnumeric395 unique values
0 missing
212543_atnumeric410 unique values
0 missing
213074_atnumeric407 unique values
0 missing
213811_x_atnumeric406 unique values
0 missing
214882_s_atnumeric410 unique values
0 missing
216954_x_atnumeric412 unique values
0 missing
217936_atnumeric407 unique values
0 missing
218388_atnumeric405 unique values
0 missing
219115_s_atnumeric404 unique values
0 missing
220725_x_atnumeric410 unique values
0 missing
221931_s_atnumeric410 unique values
0 missing
222980_atnumeric411 unique values
0 missing
223597_atnumeric394 unique values
0 missing
224714_atnumeric411 unique values
0 missing
225153_atnumeric409 unique values
0 missing
225657_atnumeric403 unique values
0 missing
226319_s_atnumeric407 unique values
0 missing
227034_atnumeric408 unique values
0 missing
228123_s_atnumeric409 unique values
0 missing
229782_atnumeric246 unique values
0 missing
232615_atnumeric409 unique values
0 missing
237086_atnumeric392 unique values
0 missing
244826_atnumeric406 unique values
0 missing
1405_i_atnumeric408 unique values
0 missing
1560652_atnumeric363 unique values
0 missing
200683_s_atnumeric408 unique values
0 missing
200974_atnumeric412 unique values
0 missing
201292_atnumeric409 unique values
0 missing
201606_s_atnumeric411 unique values
0 missing
201954_atnumeric407 unique values
0 missing
202370_s_atnumeric410 unique values
0 missing
202786_atnumeric410 unique values
0 missing
203303_atnumeric411 unique values
0 missing
203861_s_atnumeric206 unique values
0 missing
204463_s_atnumeric403 unique values
0 missing
205176_s_atnumeric407 unique values
0 missing
206033_s_atnumeric392 unique values
0 missing
207508_atnumeric410 unique values
0 missing
208700_s_atnumeric410 unique values
0 missing
209049_s_atnumeric409 unique values
0 missing
209517_s_atnumeric408 unique values
0 missing
210266_s_atnumeric403 unique values
0 missing
211475_s_atnumeric408 unique values
0 missing
212093_s_atnumeric406 unique values
0 missing
212544_atnumeric408 unique values
0 missing
213080_x_atnumeric411 unique values
0 missing
213812_s_atnumeric409 unique values
0 missing
214894_x_atnumeric406 unique values
0 missing
216971_s_atnumeric400 unique values
0 missing
217938_s_atnumeric411 unique values
0 missing
218389_s_atnumeric405 unique values
0 missing
219117_s_atnumeric412 unique values
0 missing
220741_s_atnumeric411 unique values
0 missing
221932_s_atnumeric407 unique values
0 missing
222981_s_atnumeric412 unique values
0 missing
223599_atnumeric394 unique values
0 missing
224715_atnumeric406 unique values
0 missing
225154_atnumeric408 unique values
0 missing
225658_atnumeric410 unique values
0 missing
226320_atnumeric407 unique values
0 missing
227038_atnumeric407 unique values
0 missing
228133_s_atnumeric384 unique values
0 missing
229796_atnumeric386 unique values
0 missing
232617_atnumeric412 unique values
0 missing
237101_atnumeric369 unique values
0 missing
244881_atnumeric404 unique values
0 missing
1438_atnumeric403 unique values
0 missing
1561195_atnumeric410 unique values
0 missing
200686_s_atnumeric411 unique values
0 missing
200975_atnumeric411 unique values
0 missing
201293_x_atnumeric412 unique values
0 missing
201608_s_atnumeric407 unique values
0 missing
201955_atnumeric408 unique values
0 missing
202371_atnumeric408 unique values
0 missing
202788_atnumeric402 unique values
0 missing
203304_atnumeric401 unique values
0 missing
203868_s_atnumeric410 unique values
0 missing
204464_s_atnumeric407 unique values
0 missing
205185_atnumeric407 unique values
0 missing
206042_x_atnumeric407 unique values
0 missing
207509_s_atnumeric397 unique values
0 missing
208702_x_atnumeric409 unique values
0 missing
209050_s_atnumeric408 unique values
0 missing
209522_s_atnumeric406 unique values
0 missing
210272_atnumeric391 unique values
0 missing
211478_s_atnumeric400 unique values
0 missing
212094_atnumeric398 unique values
0 missing
212546_s_atnumeric411 unique values
0 missing
213083_atnumeric410 unique values
0 missing
213826_s_atnumeric403 unique values
0 missing
214898_x_atnumeric400 unique values
0 missing
216973_s_atnumeric409 unique values
0 missing
217939_s_atnumeric410 unique values
0 missing
218391_atnumeric401 unique values
0 missing
219118_atnumeric410 unique values
0 missing
220742_s_atnumeric410 unique values
0 missing
221937_atnumeric405 unique values
0 missing
222982_x_atnumeric412 unique values
0 missing
223606_x_atnumeric403 unique values
0 missing
224716_atnumeric406 unique values
0 missing
225155_atnumeric412 unique values
0 missing
225660_atnumeric402 unique values
0 missing
226322_atnumeric402 unique values
0 missing
227040_atnumeric409 unique values
0 missing
228135_atnumeric406 unique values
0 missing
229797_atnumeric405 unique values
0 missing
232628_atnumeric408 unique values
0 missing
237157_atnumeric405 unique values
0 missing
266_s_atnumeric411 unique values
0 missing
1487_atnumeric407 unique values
0 missing
1561346_atnumeric408 unique values
0 missing
200687_s_atnumeric409 unique values
0 missing
200976_s_atnumeric410 unique values
0 missing
201294_s_atnumeric406 unique values
0 missing
201609_x_atnumeric409 unique values
0 missing
201956_s_atnumeric408 unique values
0 missing
202372_atnumeric404 unique values
0 missing
202790_atnumeric412 unique values
0 missing
203305_atnumeric410 unique values
0 missing
203872_atnumeric362 unique values
0 missing
204465_s_atnumeric383 unique values
0 missing
205190_atnumeric412 unique values
0 missing
206043_s_atnumeric409 unique values
0 missing
207513_s_atnumeric404 unique values
0 missing
208703_s_atnumeric410 unique values
0 missing
209056_s_atnumeric401 unique values
0 missing
209523_atnumeric410 unique values
0 missing
210275_s_atnumeric411 unique values
0 missing
211487_x_atnumeric412 unique values
0 missing
212096_s_atnumeric411 unique values
0 missing
212548_s_atnumeric411 unique values
0 missing
213084_x_atnumeric412 unique values
0 missing
213828_x_atnumeric412 unique values
0 missing
214902_x_atnumeric409 unique values
0 missing
216977_x_atnumeric406 unique values
0 missing
217940_s_atnumeric409 unique values
0 missing
218395_atnumeric404 unique values
0 missing
219119_atnumeric409 unique values
0 missing
220751_s_atnumeric400 unique values
0 missing
221942_s_atnumeric410 unique values
0 missing
222983_s_atnumeric409 unique values
0 missing
223611_s_atnumeric407 unique values
0 missing
224717_s_atnumeric407 unique values
0 missing
225157_atnumeric411 unique values
0 missing
225662_atnumeric408 unique values
0 missing
226324_s_atnumeric409 unique values
0 missing
227046_atnumeric406 unique values
0 missing
228141_atnumeric400 unique values
0 missing
229800_atnumeric398 unique values
0 missing
232629_atnumeric381 unique values
0 missing
237206_atnumeric399 unique values
0 missing
31845_atnumeric399 unique values
0 missing
1494_f_atnumeric384 unique values
0 missing
1561421_a_atnumeric383 unique values
0 missing
200689_x_atnumeric412 unique values
0 missing
200977_s_atnumeric412 unique values
0 missing
201295_s_atnumeric405 unique values
0 missing
201612_atnumeric409 unique values
0 missing
201957_atnumeric403 unique values
0 missing
202373_s_atnumeric407 unique values
0 missing
202794_atnumeric411 unique values
0 missing
203306_s_atnumeric408 unique values
0 missing
203874_s_atnumeric406 unique values
0 missing
204469_atnumeric369 unique values
0 missing
205196_s_atnumeric400 unique values
0 missing
206050_s_atnumeric409 unique values
0 missing
207522_s_atnumeric395 unique values
0 missing
208704_x_atnumeric412 unique values
0 missing
209057_x_atnumeric410 unique values
0 missing
209524_atnumeric404 unique values
0 missing
210276_s_atnumeric408 unique values
0 missing
211501_s_atnumeric412 unique values
0 missing
212097_atnumeric411 unique values
0 missing
212552_atnumeric410 unique values
0 missing
213086_s_atnumeric411 unique values
0 missing
213831_atnumeric399 unique values
0 missing
214911_s_atnumeric408 unique values
0 missing
216984_x_atnumeric410 unique values
0 missing
217941_s_atnumeric406 unique values
0 missing
218396_atnumeric409 unique values
0 missing
219121_s_atnumeric406 unique values
0 missing
220753_s_atnumeric405 unique values
0 missing
221943_x_atnumeric407 unique values
0 missing
222984_atnumeric409 unique values
0 missing
223619_x_atnumeric407 unique values
0 missing
224719_s_atnumeric409 unique values
0 missing
225158_atnumeric406 unique values
0 missing
225663_atnumeric411 unique values
0 missing
226330_s_atnumeric408 unique values
0 missing
227051_atnumeric403 unique values
0 missing
228143_atnumeric396 unique values
0 missing
229801_atnumeric398 unique values
0 missing
232644_x_atnumeric411 unique values
0 missing
237215_s_atnumeric406 unique values
0 missing
31846_atnumeric407 unique values
0 missing
1552256_a_atnumeric407 unique values
0 missing
1561754_atnumeric410 unique values
0 missing
200691_s_atnumeric409 unique values
0 missing
200978_atnumeric411 unique values
0 missing
201296_s_atnumeric410 unique values
0 missing
201613_s_atnumeric408 unique values
0 missing
201959_s_atnumeric411 unique values
0 missing
202375_atnumeric405 unique values
0 missing
202795_x_atnumeric411 unique values
0 missing
203310_atnumeric408 unique values
0 missing
203875_atnumeric407 unique values
0 missing
204470_atnumeric407 unique values
0 missing
205199_atnumeric405 unique values
0 missing
206052_s_atnumeric410 unique values
0 missing
207525_s_atnumeric406 unique values
0 missing
208705_s_atnumeric412 unique values
0 missing
209058_atnumeric410 unique values
0 missing
209526_s_atnumeric404 unique values
0 missing
210281_s_atnumeric402 unique values
0 missing
211503_s_atnumeric410 unique values
0 missing
212098_atnumeric411 unique values
0 missing
212553_atnumeric405 unique values
0 missing
213088_s_atnumeric407 unique values
0 missing
213832_atnumeric395 unique values
0 missing
214916_x_atnumeric410 unique values
0 missing
216988_s_atnumeric410 unique values
0 missing
217942_atnumeric409 unique values
0 missing
218397_atnumeric404 unique values
0 missing
219126_atnumeric409 unique values
0 missing
220755_s_atnumeric411 unique values
0 missing
221950_atnumeric359 unique values
0 missing
222985_atnumeric410 unique values
0 missing
223620_atnumeric406 unique values
0 missing
224720_atnumeric408 unique values
0 missing
225159_s_atnumeric409 unique values
0 missing
225664_atnumeric412 unique values
0 missing
226334_s_atnumeric406 unique values
0 missing
227052_atnumeric408 unique values
0 missing
228150_atnumeric407 unique values
0 missing
229802_atnumeric409 unique values
0 missing
232652_x_atnumeric404 unique values
0 missing
237269_atnumeric402 unique values
0 missing
31874_atnumeric405 unique values
0 missing
1552257_a_atnumeric408 unique values
0 missing
1561817_atnumeric357 unique values
0 missing
200692_s_atnumeric411 unique values
0 missing
200979_atnumeric403 unique values
0 missing
201298_s_atnumeric410 unique values
0 missing
201614_s_atnumeric407 unique values
0 missing
201960_s_atnumeric407 unique values
0 missing
202376_atnumeric408 unique values
0 missing
202796_atnumeric407 unique values
0 missing
203312_x_atnumeric406 unique values
0 missing
203876_s_atnumeric393 unique values
0 missing
204472_atnumeric411 unique values
0 missing
205200_atnumeric402 unique values
0 missing
206055_s_atnumeric409 unique values
0 missing
207529_atnumeric398 unique values
0 missing
208706_s_atnumeric411 unique values
0 missing
209059_s_atnumeric411 unique values
0 missing
209529_atnumeric411 unique values
0 missing
210283_x_atnumeric407 unique values
0 missing
211505_s_atnumeric410 unique values
0 missing
212099_atnumeric411 unique values
0 missing
212556_atnumeric410 unique values
0 missing
213089_atnumeric405 unique values
0 missing
213835_x_atnumeric407 unique values
0 missing
214920_atnumeric394 unique values
0 missing
217014_s_atnumeric400 unique values
0 missing
217943_s_atnumeric408 unique values
0 missing
218398_atnumeric409 unique values
0 missing
219127_atnumeric408 unique values
0 missing
220760_x_atnumeric407 unique values
0 missing
221952_x_atnumeric409 unique values
0 missing
222986_s_atnumeric408 unique values
0 missing
223623_atnumeric389 unique values
0 missing
224724_atnumeric412 unique values
0 missing
225161_atnumeric410 unique values
0 missing
225665_atnumeric410 unique values
0 missing
226335_atnumeric408 unique values
0 missing
227055_atnumeric404 unique values
0 missing
228151_atnumeric405 unique values
0 missing
229803_s_atnumeric402 unique values
0 missing
232653_atnumeric399 unique values
0 missing
237301_atnumeric404 unique values
0 missing
32069_atnumeric404 unique values
0 missing
1552281_atnumeric406 unique values
0 missing
1561937_x_atnumeric408 unique values
0 missing
200693_atnumeric412 unique values
0 missing
200980_s_atnumeric410 unique values
0 missing
201300_s_atnumeric410 unique values
0 missing
201616_s_atnumeric409 unique values
0 missing
201963_atnumeric408 unique values
0 missing
202377_atnumeric412 unique values
0 missing
202797_atnumeric410 unique values
0 missing
203313_s_atnumeric409 unique values
0 missing
203878_s_atnumeric404 unique values
0 missing
204475_atnumeric412 unique values
0 missing
205202_atnumeric411 unique values
0 missing
206056_x_atnumeric402 unique values
0 missing
207540_s_atnumeric406 unique values
0 missing
208708_x_atnumeric410 unique values
0 missing
209060_x_atnumeric402 unique values
0 missing
209536_s_atnumeric408 unique values
0 missing
210293_s_atnumeric410 unique values
0 missing
211506_s_atnumeric407 unique values
0 missing
212104_s_atnumeric412 unique values
0 missing
212558_atnumeric411 unique values
0 missing
213090_s_atnumeric412 unique values
0 missing
213836_s_atnumeric399 unique values
0 missing
214924_s_atnumeric407 unique values
0 missing
217022_s_atnumeric412 unique values
0 missing
217945_atnumeric411 unique values
0 missing
218400_atnumeric410 unique values
0 missing
219137_s_atnumeric405 unique values
0 missing
220761_s_atnumeric407 unique values
0 missing
221958_s_atnumeric411 unique values
0 missing
222987_s_atnumeric406 unique values
0 missing
223631_s_atnumeric411 unique values
0 missing
224726_atnumeric409 unique values
0 missing
225162_atnumeric410 unique values
0 missing
225666_atnumeric409 unique values
0 missing
226336_atnumeric406 unique values
0 missing
227058_atnumeric398 unique values
0 missing
228153_atnumeric408 unique values
0 missing
229813_x_atnumeric410 unique values
0 missing
232676_x_atnumeric409 unique values
0 missing
237339_atnumeric391 unique values
0 missing
32128_atnumeric412 unique values
0 missing
1552283_s_atnumeric399 unique values
0 missing
1561983_atnumeric353 unique values
0 missing
200694_s_atnumeric407 unique values
0 missing
200981_x_atnumeric412 unique values
0 missing
201301_s_atnumeric412 unique values
0 missing
201617_x_atnumeric411 unique values
0 missing
201966_atnumeric409 unique values
0 missing
202378_s_atnumeric410 unique values
0 missing
202798_atnumeric406 unique values
0 missing
203315_atnumeric407 unique values
0 missing
203879_atnumeric408 unique values
0 missing
204480_s_atnumeric409 unique values
0 missing
205204_atnumeric400 unique values
0 missing
206059_atnumeric407 unique values
0 missing
207542_s_atnumeric408 unique values
0 missing
208709_s_atnumeric409 unique values
0 missing
209063_x_atnumeric408 unique values
0 missing
209539_atnumeric400 unique values
0 missing
210295_atnumeric227 unique values
0 missing
211509_s_atnumeric412 unique values
0 missing
212108_atnumeric408 unique values
0 missing
212560_atnumeric410 unique values
0 missing
213093_atnumeric407 unique values
0 missing
213839_atnumeric408 unique values
0 missing
214927_atnumeric403 unique values
0 missing
217023_x_atnumeric406 unique values
0 missing
217946_s_atnumeric410 unique values
0 missing
218403_atnumeric404 unique values
0 missing
219140_s_atnumeric401 unique values
0 missing
220782_x_atnumeric395 unique values
0 missing
221970_s_atnumeric408 unique values
0 missing
222988_s_atnumeric407 unique values
0 missing
223639_s_atnumeric406 unique values
0 missing
224727_atnumeric408 unique values
0 missing
225165_atnumeric411 unique values
0 missing
225667_s_atnumeric412 unique values
0 missing
226339_atnumeric405 unique values
0 missing
227059_atnumeric405 unique values
0 missing
228155_atnumeric410 unique values
0 missing
229830_atnumeric410 unique values
0 missing
232681_atnumeric409 unique values
0 missing
237395_atnumeric376 unique values
0 missing
32837_atnumeric411 unique values
0 missing
1552309_a_atnumeric397 unique values
0 missing
1562062_atnumeric405 unique values
0 missing
200695_atnumeric405 unique values
0 missing
200982_s_atnumeric409 unique values
0 missing
201302_atnumeric411 unique values
0 missing
201618_x_atnumeric403 unique values
0 missing
201967_atnumeric404 unique values
0 missing
202379_s_atnumeric407 unique values
0 missing
202800_atnumeric410 unique values
0 missing
203316_s_atnumeric411 unique values
0 missing
203880_atnumeric411 unique values
0 missing
204482_atnumeric404 unique values
0 missing
205206_atnumeric407 unique values
0 missing
206061_s_atnumeric411 unique values
0 missing
207543_s_atnumeric408 unique values
0 missing
208711_s_atnumeric409 unique values
0 missing
209064_x_atnumeric409 unique values
0 missing
209540_atnumeric401 unique values
0 missing
210296_s_atnumeric411 unique values
0 missing
211518_s_atnumeric369 unique values
0 missing
212110_atnumeric412 unique values
0 missing
212561_atnumeric410 unique values
0 missing
213094_atnumeric403 unique values
0 missing
213842_x_atnumeric411 unique values
0 missing
214933_atnumeric399 unique values
0 missing
217028_atnumeric411 unique values
0 missing
217947_atnumeric411 unique values
0 missing
218404_atnumeric409 unique values
0 missing
219147_s_atnumeric408 unique values
0 missing
220789_s_atnumeric400 unique values
0 missing
221972_s_atnumeric406 unique values
0 missing
222990_atnumeric410 unique values
0 missing
223642_atnumeric401 unique values
0 missing
224729_s_atnumeric407 unique values
0 missing
225171_atnumeric411 unique values
0 missing
225673_atnumeric412 unique values
0 missing
226340_x_atnumeric405 unique values
0 missing
227061_atnumeric399 unique values
0 missing
228156_atnumeric407 unique values
0 missing
229831_atnumeric397 unique values
0 missing
232707_atnumeric393 unique values
0 missing
237472_atnumeric380 unique values
0 missing
33132_atnumeric407 unique values
0 missing
1552348_atnumeric394 unique values
0 missing
1562063_x_atnumeric406 unique values
0 missing
200696_s_atnumeric409 unique values
0 missing
200983_x_atnumeric412 unique values
0 missing
201303_atnumeric409 unique values
0 missing
201619_atnumeric410 unique values
0 missing
201968_s_atnumeric411 unique values
0 missing
202381_atnumeric411 unique values
0 missing
202803_s_atnumeric409 unique values
0 missing
203318_s_atnumeric403 unique values
0 missing
203881_s_atnumeric404 unique values
0 missing
204484_atnumeric409 unique values
0 missing
205207_atnumeric405 unique values
0 missing
206067_s_atnumeric402 unique values
0 missing
207547_s_atnumeric397 unique values
0 missing
208712_atnumeric411 unique values
0 missing
209066_x_atnumeric411 unique values
0 missing
209541_atnumeric401 unique values
0 missing
210297_s_atnumeric355 unique values
0 missing
211527_x_atnumeric410 unique values
0 missing
212112_s_atnumeric409 unique values
0 missing
212565_atnumeric410 unique values
0 missing
213095_x_atnumeric408 unique values
0 missing
213843_x_atnumeric407 unique values
0 missing
214937_x_atnumeric405 unique values
0 missing
217043_s_atnumeric402 unique values
0 missing
217949_s_atnumeric409 unique values
0 missing
218407_x_atnumeric409 unique values
0 missing
219148_atnumeric407 unique values
0 missing
220796_x_atnumeric411 unique values
0 missing
221984_s_atnumeric409 unique values
0 missing
222992_s_atnumeric411 unique values
0 missing
223649_s_atnumeric408 unique values
0 missing
224731_atnumeric412 unique values
0 missing
225173_atnumeric406 unique values
0 missing
225674_atnumeric406 unique values
0 missing
226342_atnumeric407 unique values
0 missing
227062_atnumeric412 unique values
0 missing
228157_atnumeric407 unique values
0 missing
229835_s_atnumeric408 unique values
0 missing
232797_atnumeric407 unique values
0 missing
237475_x_atnumeric410 unique values
0 missing
33304_atnumeric406 unique values
0 missing
1552349_a_atnumeric380 unique values
0 missing
1562102_atnumeric380 unique values
0 missing
200697_atnumeric405 unique values
0 missing
200984_s_atnumeric410 unique values
0 missing
201304_atnumeric410 unique values
0 missing
201620_atnumeric403 unique values
0 missing
201970_s_atnumeric405 unique values
0 missing
202382_s_atnumeric403 unique values
0 missing
202804_atnumeric407 unique values
0 missing
203319_s_atnumeric405 unique values
0 missing
203882_atnumeric408 unique values
0 missing
204485_s_atnumeric406 unique values
0 missing
205208_atnumeric403 unique values
0 missing
206074_s_atnumeric411 unique values
0 missing
207549_x_atnumeric412 unique values
0 missing
208713_atnumeric409 unique values
0 missing
209067_s_atnumeric412 unique values
0 missing
209542_x_atnumeric407 unique values
0 missing
210298_x_atnumeric402 unique values
0 missing
211528_x_atnumeric412 unique values
0 missing
212114_atnumeric408 unique values
0 missing
212566_atnumeric407 unique values
0 missing
213097_s_atnumeric410 unique values
0 missing
213844_atnumeric406 unique values
0 missing
214938_x_atnumeric412 unique values
0 missing
217047_s_atnumeric411 unique values
0 missing
217950_atnumeric403 unique values
0 missing
218411_s_atnumeric403 unique values
0 missing
219155_atnumeric403 unique values
0 missing
220812_s_atnumeric390 unique values
0 missing
221989_atnumeric408 unique values
0 missing
222993_atnumeric411 unique values
0 missing
223650_s_atnumeric402 unique values
0 missing
224732_atnumeric406 unique values
0 missing
225174_atnumeric408 unique values
0 missing
225676_s_atnumeric407 unique values
0 missing
226345_atnumeric410 unique values
0 missing
227063_atnumeric403 unique values
0 missing
228158_atnumeric404 unique values
0 missing
229839_atnumeric393 unique values
0 missing
232814_x_atnumeric407 unique values
0 missing
237521_x_atnumeric397 unique values
0 missing
33322_i_atnumeric412 unique values
0 missing
1552365_atnumeric400 unique values
0 missing
1562275_atnumeric394 unique values
0 missing
200698_atnumeric411 unique values
0 missing
200985_s_atnumeric407 unique values
0 missing
201305_x_atnumeric409 unique values
0 missing
201621_atnumeric409 unique values
0 missing
201971_s_atnumeric405 unique values
0 missing
202386_s_atnumeric401 unique values
0 missing
202805_s_atnumeric399 unique values
0 missing
203320_atnumeric406 unique values
0 missing
203883_s_atnumeric407 unique values
0 missing
204487_s_atnumeric411 unique values
0 missing
205216_s_atnumeric379 unique values
0 missing
206075_s_atnumeric406 unique values
0 missing
207563_s_atnumeric409 unique values
0 missing
208714_atnumeric409 unique values
0 missing
209068_atnumeric408 unique values
0 missing
209545_s_atnumeric406 unique values
0 missing
210299_s_atnumeric411 unique values
0 missing
211529_x_atnumeric411 unique values
0 missing
212115_atnumeric412 unique values
0 missing
212568_s_atnumeric403 unique values
0 missing
213101_s_atnumeric412 unique values
0 missing
213846_atnumeric408 unique values
0 missing
214941_s_atnumeric405 unique values
0 missing
217052_x_atnumeric408 unique values
0 missing
217954_s_atnumeric409 unique values
0 missing
218412_s_atnumeric410 unique values
0 missing
219156_atnumeric407 unique values
0 missing
220834_atnumeric363 unique values
0 missing
221992_atnumeric407 unique values
0 missing
222994_atnumeric412 unique values
0 missing
223662_x_atnumeric406 unique values
0 missing
224733_atnumeric405 unique values
0 missing
225176_atnumeric410 unique values
0 missing
225681_atnumeric412 unique values
0 missing
226347_atnumeric404 unique values
0 missing
227067_x_atnumeric405 unique values
0 missing
228171_s_atnumeric405 unique values
0 missing
229841_atnumeric409 unique values
0 missing
232882_atnumeric405 unique values
0 missing
237552_atnumeric375 unique values
0 missing
33323_r_atnumeric412 unique values
0 missing
1552426_a_atnumeric403 unique values
0 missing
1562527_atnumeric407 unique values
0 missing
200699_atnumeric412 unique values
0 missing
200986_atnumeric409 unique values
0 missing
201306_s_atnumeric411 unique values
0 missing
201622_atnumeric409 unique values
0 missing
201972_atnumeric411 unique values
0 missing
202387_atnumeric411 unique values
0 missing
202806_atnumeric407 unique values
0 missing
203321_s_atnumeric405 unique values
0 missing
203887_s_atnumeric409 unique values
0 missing
204489_s_atnumeric409 unique values
0 missing
205220_atnumeric404 unique values
0 missing
206082_atnumeric404 unique values
0 missing
207564_x_atnumeric405 unique values
0 missing
208716_s_atnumeric410 unique values
0 missing
209069_s_atnumeric411 unique values
0 missing
209546_s_atnumeric409 unique values
0 missing
210302_s_atnumeric403 unique values
0 missing
211530_x_atnumeric412 unique values
0 missing
212116_atnumeric408 unique values
0 missing
212569_atnumeric406 unique values
0 missing
213102_atnumeric411 unique values
0 missing
213849_s_atnumeric383 unique values
0 missing
214946_x_atnumeric411 unique values
0 missing
217092_x_atnumeric410 unique values
0 missing
217956_s_atnumeric408 unique values
0 missing
218418_s_atnumeric411 unique values
0 missing
219157_atnumeric402 unique values
0 missing
220856_x_atnumeric410 unique values
0 missing
222001_x_atnumeric404 unique values
0 missing
222995_s_atnumeric406 unique values
0 missing
223663_atnumeric405 unique values
0 missing
224734_atnumeric404 unique values
0 missing
225177_atnumeric410 unique values
0 missing
225684_atnumeric406 unique values
0 missing
226350_atnumeric409 unique values
0 missing
227068_atnumeric410 unique values
0 missing
228173_atnumeric405 unique values
0 missing
229842_atnumeric410 unique values
0 missing
232889_atnumeric410 unique values
0 missing
237591_atnumeric394 unique values
0 missing
34031_i_atnumeric406 unique values
0 missing
1552477_a_atnumeric403 unique values
0 missing
1562755_atnumeric407 unique values
0 missing
200700_s_atnumeric412 unique values
0 missing
200987_x_atnumeric408 unique values
0 missing
201307_atnumeric407 unique values
0 missing
201623_s_atnumeric408 unique values
0 missing
201973_s_atnumeric412 unique values
0 missing
202388_atnumeric408 unique values
0 missing
202808_atnumeric410 unique values
0 missing
203323_atnumeric408 unique values
0 missing
203888_atnumeric400 unique values
0 missing
204490_s_atnumeric408 unique values
0 missing
205225_atnumeric390 unique values
0 missing
206093_x_atnumeric405 unique values
0 missing
207571_x_atnumeric401 unique values
0 missing
208717_atnumeric407 unique values
0 missing
209070_s_atnumeric410 unique values
0 missing
209549_s_atnumeric410 unique values
0 missing
210312_s_atnumeric403 unique values
0 missing
211535_s_atnumeric406 unique values
0 missing
212117_atnumeric409 unique values
0 missing
212572_atnumeric409 unique values
0 missing
213106_atnumeric405 unique values
0 missing
213850_s_atnumeric410 unique values
0 missing
214948_s_atnumeric409 unique values
0 missing
217106_x_atnumeric410 unique values
0 missing
217957_atnumeric406 unique values
0 missing
218420_s_atnumeric399 unique values
0 missing
219159_s_atnumeric394 unique values
0 missing
220864_s_atnumeric411 unique values
0 missing
222016_s_atnumeric394 unique values
0 missing
222996_s_atnumeric410 unique values
0 missing
223671_x_atnumeric405 unique values
0 missing
224736_atnumeric410 unique values
0 missing
225179_atnumeric405 unique values
0 missing
225685_atnumeric408 unique values
0 missing
226352_atnumeric405 unique values
0 missing
227070_atnumeric409 unique values
0 missing
228186_s_atnumeric408 unique values
0 missing
229851_s_atnumeric411 unique values
0 missing
232909_s_atnumeric408 unique values
0 missing
237625_s_atnumeric404 unique values
0 missing
34210_atnumeric405 unique values
0 missing
1552504_a_atnumeric402 unique values
0 missing
1562821_a_atnumeric383 unique values
0 missing
200701_atnumeric411 unique values
0 missing
200989_atnumeric411 unique values
0 missing
201309_x_atnumeric400 unique values
0 missing
201624_atnumeric407 unique values
0 missing
201975_atnumeric405 unique values
0 missing
202391_atnumeric412 unique values
0 missing
202809_s_atnumeric405 unique values
0 missing
203324_s_atnumeric410 unique values
0 missing
203889_atnumeric406 unique values
0 missing
204491_atnumeric402 unique values
0 missing
205226_atnumeric401 unique values
0 missing
206094_x_atnumeric405 unique values
0 missing
207573_x_atnumeric410 unique values
0 missing
208718_atnumeric411 unique values
0 missing
209071_s_atnumeric412 unique values
0 missing
209550_atnumeric406 unique values
0 missing
210314_x_atnumeric404 unique values
0 missing
211538_s_atnumeric402 unique values
0 missing
212119_atnumeric409 unique values
0 missing
212573_atnumeric403 unique values
0 missing
213110_s_atnumeric403 unique values
0 missing
213852_atnumeric407 unique values
0 missing
214949_atnumeric412 unique values
0 missing
217109_atnumeric408 unique values
0 missing
217958_atnumeric409 unique values
0 missing
218421_atnumeric404 unique values
0 missing
219161_s_atnumeric407 unique values
0 missing
220865_s_atnumeric407 unique values
0 missing
222021_x_atnumeric410 unique values
0 missing
222997_s_atnumeric411 unique values
0 missing
223678_s_atnumeric325 unique values
0 missing
224738_x_atnumeric410 unique values
0 missing
225180_atnumeric406 unique values
0 missing
225687_atnumeric408 unique values
0 missing
226353_atnumeric409 unique values
0 missing
227074_atnumeric409 unique values
0 missing
228188_atnumeric407 unique values
0 missing
229858_atnumeric410 unique values
0 missing
232914_s_atnumeric411 unique values
0 missing
237732_atnumeric372 unique values
0 missing
34764_atnumeric406 unique values
0 missing
1552509_a_atnumeric389 unique values
0 missing
1563209_a_atnumeric381 unique values
0 missing
200703_atnumeric410 unique values
0 missing
200990_atnumeric408 unique values
0 missing
201310_s_atnumeric409 unique values
0 missing
201626_atnumeric406 unique values
0 missing
201976_s_atnumeric412 unique values
0 missing
202393_s_atnumeric408 unique values
0 missing
202810_atnumeric408 unique values
0 missing
203325_s_atnumeric410 unique values
0 missing
203892_atnumeric407 unique values
0 missing
204496_atnumeric400 unique values
0 missing
205229_s_atnumeric394 unique values
0 missing
206095_s_atnumeric404 unique values
0 missing
207574_s_atnumeric410 unique values
0 missing
208719_s_atnumeric385 unique values
0 missing
209074_s_atnumeric402 unique values
0 missing
209552_atnumeric371 unique values
0 missing
210317_s_atnumeric410 unique values
0 missing
211542_x_atnumeric412 unique values
0 missing
212120_atnumeric410 unique values
0 missing
212577_atnumeric404 unique values
0 missing
213113_s_atnumeric410 unique values
0 missing
213857_s_atnumeric412 unique values
0 missing
214953_s_atnumeric411 unique values
0 missing
217110_s_atnumeric402 unique values
0 missing
217959_s_atnumeric407 unique values
0 missing
218422_s_atnumeric405 unique values
0 missing
219167_atnumeric394 unique values
0 missing
220890_s_atnumeric412 unique values
0 missing
222024_s_atnumeric408 unique values
0 missing
222999_s_atnumeric409 unique values
0 missing
223679_atnumeric408 unique values
0 missing
224739_atnumeric406 unique values
0 missing
225182_atnumeric409 unique values
0 missing
225688_s_atnumeric408 unique values
0 missing
226354_atnumeric410 unique values
0 missing
227075_atnumeric400 unique values
0 missing
228189_atnumeric407 unique values
0 missing
229860_x_atnumeric401 unique values
0 missing
232925_atnumeric399 unique values
0 missing
237768_x_atnumeric409 unique values
0 missing
35147_atnumeric409 unique values
0 missing
1552519_atnumeric405 unique values
0 missing
1563431_x_atnumeric409 unique values
0 missing
200704_atnumeric412 unique values
0 missing
200991_s_atnumeric407 unique values
0 missing
201311_s_atnumeric411 unique values
0 missing
201627_s_atnumeric408 unique values
0 missing
201978_s_atnumeric406 unique values
0 missing
202395_atnumeric410 unique values
0 missing
202812_atnumeric407 unique values
0 missing
203329_atnumeric403 unique values
0 missing
203893_atnumeric407 unique values
0 missing
204508_s_atnumeric405 unique values
0 missing
205234_atnumeric398 unique values
0 missing
206100_atnumeric403 unique values
0 missing
207585_s_atnumeric412 unique values
0 missing
208720_s_atnumeric408 unique values
0 missing
209075_s_atnumeric409 unique values
0 missing
209555_s_atnumeric400 unique values
0 missing
210319_x_atnumeric397 unique values
0 missing
211548_s_atnumeric409 unique values
0 missing
212121_atnumeric405 unique values
0 missing
212578_x_atnumeric412 unique values
0 missing
213116_atnumeric410 unique values
0 missing
213860_x_atnumeric411 unique values
0 missing
214973_x_atnumeric412 unique values
0 missing
217118_s_atnumeric407 unique values
0 missing
217962_atnumeric412 unique values
0 missing
218423_x_atnumeric406 unique values
0 missing
219173_atnumeric408 unique values
0 missing
220892_s_atnumeric405 unique values
0 missing
222035_s_atnumeric409 unique values
0 missing
223000_s_atnumeric411 unique values
0 missing
223681_s_atnumeric408 unique values
0 missing
224740_atnumeric409 unique values
0 missing
225183_atnumeric409 unique values
0 missing
225692_atnumeric408 unique values
0 missing
226360_atnumeric406 unique values
0 missing
227082_atnumeric407 unique values
0 missing
228191_atnumeric410 unique values
0 missing
229871_atnumeric410 unique values
0 missing
232935_atnumeric403 unique values
0 missing
237868_x_atnumeric409 unique values
0 missing
35201_atnumeric409 unique values
0 missing
1552610_a_atnumeric405 unique values
0 missing
1563692_atnumeric375 unique values
0 missing
200705_s_atnumeric412 unique values
0 missing
200992_atnumeric410 unique values
0 missing
201312_s_atnumeric411 unique values
0 missing
201628_s_atnumeric411 unique values
0 missing
201980_s_atnumeric408 unique values
0 missing
202396_atnumeric408 unique values
0 missing
202813_atnumeric407 unique values
0 missing
203333_atnumeric404 unique values
0 missing
203895_atnumeric410 unique values
0 missing
204515_atnumeric363 unique values
0 missing
205236_x_atnumeric409 unique values
0 missing
206101_atnumeric402 unique values
0 missing
207598_x_atnumeric403 unique values
0 missing
208722_s_atnumeric408 unique values
0 missing
209076_s_atnumeric409 unique values
0 missing
209560_s_atnumeric383 unique values
0 missing
210337_s_atnumeric406 unique values
0 missing
211549_s_atnumeric400 unique values
0 missing
212124_atnumeric409 unique values
0 missing
212581_x_atnumeric412 unique values
0 missing
213122_atnumeric398 unique values
0 missing
213864_s_atnumeric412 unique values
0 missing
214974_x_atnumeric410 unique values
0 missing
217122_s_atnumeric409 unique values
0 missing
217963_s_atnumeric412 unique values
0 missing
218434_s_atnumeric407 unique values
0 missing
219176_atnumeric408 unique values
0 missing
220920_atnumeric405 unique values
0 missing
222036_s_atnumeric406 unique values
0 missing
223001_atnumeric411 unique values
0 missing
223687_s_atnumeric379 unique values
0 missing
224741_x_atnumeric411 unique values
0 missing
225185_atnumeric406 unique values
0 missing
225693_s_atnumeric407 unique values
0 missing
226363_atnumeric399 unique values
0 missing
227084_atnumeric403 unique values
0 missing
228195_atnumeric393 unique values
0 missing
229872_s_atnumeric408 unique values
0 missing
232964_atnumeric406 unique values
0 missing
238002_atnumeric412 unique values
0 missing
35666_atnumeric405 unique values
0 missing
1552615_atnumeric405 unique values
0 missing
1563792_atnumeric407 unique values
0 missing
200706_s_atnumeric411 unique values
0 missing
200993_atnumeric410 unique values
0 missing
201313_atnumeric406 unique values
0 missing
201629_s_atnumeric409 unique values
0 missing
201983_s_atnumeric407 unique values
0 missing
202397_atnumeric408 unique values
0 missing
202814_s_atnumeric404 unique values
0 missing
203335_atnumeric411 unique values
0 missing
203896_s_atnumeric410 unique values
0 missing
204516_atnumeric409 unique values
0 missing
205239_atnumeric410 unique values
0 missing
206102_atnumeric409 unique values
0 missing
207601_atnumeric404 unique values
0 missing
208723_atnumeric404 unique values
0 missing
209077_atnumeric404 unique values
0 missing
209563_x_atnumeric411 unique values
0 missing
210338_s_atnumeric412 unique values
0 missing
211559_s_atnumeric401 unique values
0 missing
212129_atnumeric408 unique values
0 missing
212582_atnumeric410 unique values
0 missing
213125_atnumeric408 unique values
0 missing
213867_x_atnumeric412 unique values
0 missing
214988_s_atnumeric411 unique values
0 missing
217140_s_atnumeric411 unique values
0 missing
217964_atnumeric411 unique values
0 missing
218435_atnumeric412 unique values
0 missing
219179_atnumeric407 unique values
0 missing
220924_s_atnumeric412 unique values
0 missing
222043_atnumeric407 unique values
0 missing
223002_s_atnumeric409 unique values
0 missing
223690_atnumeric409 unique values
0 missing
224743_atnumeric409 unique values
0 missing
225188_atnumeric407 unique values
0 missing
225694_atnumeric403 unique values
0 missing
226365_atnumeric403 unique values
0 missing
227087_atnumeric404 unique values
0 missing
228202_atnumeric400 unique values
0 missing
229874_x_atnumeric412 unique values
0 missing
232977_x_atnumeric407 unique values
0 missing
238017_atnumeric405 unique values
0 missing
35685_atnumeric401 unique values
0 missing
1552619_a_atnumeric408 unique values
0 missing
1564064_a_atnumeric400 unique values
0 missing
200707_atnumeric408 unique values
0 missing
200994_atnumeric412 unique values
0 missing
201315_x_atnumeric412 unique values
0 missing
201630_s_atnumeric411 unique values
0 missing
201984_s_atnumeric405 unique values
0 missing
202399_s_atnumeric405 unique values
0 missing
202820_atnumeric410 unique values
0 missing
203336_s_atnumeric407 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
412
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
0.83
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
0.89
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
112252.74
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
1.76
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
0.83
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
26.54
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
813.47
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
0.16
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
-0.35
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
0.64
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
0.92
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
20.29
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
396.49
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
18.92
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.95
Average class difference between consecutive instances.
RandomTreeDepth2AUC
0.83
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
0.07
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
55165.98
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
30.58
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
2853
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
0.94
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
0.16
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
0.83
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
126
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
0.06
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
0.64
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
0.92
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
26.07
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
0.95
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
3.36
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
0.86
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
0.83
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
0.07
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
3491.65
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
0.07
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
2.28
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1559.67
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
0.94
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
0.16
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
0.83
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
0.85
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
950.8
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
0.91
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
0.06
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
0.64
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
0.92
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
0.07
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
0.86
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
0.94
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
0.07
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
1.1
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
0.83
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NErrRate
0.06
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
0.87
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
0.83
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
2.97
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
540.31
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
0.91
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
0.86
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
0.09
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
69.42
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1768.46
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
0.07
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
0.89
Entropy of the target attribute values.
kNN1NKappa
0.77
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
286
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
5.83
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
0.83
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
0.91
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
0.93
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.21
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1563.16
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
0.07
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
0.05
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
411.79
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
39.07
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_Colon_Lung
64 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Colon_Lung
1 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Colon_Lung
0 runs - estimation_procedure: 33% Holdout set - target_feature: Tissue
Supervised Data Stream Classification on AP_Colon_Lung
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: Tissue
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Lung
0 runs
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Lung
0 runs - estimation_procedure: 50 times Clustering
Define a new task