Data
AP_Breast_Uterus

AP_Breast_Uterus

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.

10937 features

Tissue (target)nominal2 unique values
0 missing
ID_REF (ignore)numeric468 unique values
0 missing
1560587_s_atnumeric466 unique values
0 missing
200689_x_atnumeric468 unique values
0 missing
200977_s_atnumeric467 unique values
0 missing
201293_x_atnumeric468 unique values
0 missing
201614_s_atnumeric463 unique values
0 missing
201967_atnumeric460 unique values
0 missing
202387_atnumeric463 unique values
0 missing
202814_s_atnumeric459 unique values
0 missing
203324_s_atnumeric467 unique values
0 missing
203895_atnumeric460 unique values
0 missing
204547_atnumeric461 unique values
0 missing
205345_atnumeric462 unique values
0 missing
206304_atnumeric319 unique values
0 missing
207988_s_atnumeric465 unique values
0 missing
208796_s_atnumeric465 unique values
0 missing
209160_atnumeric465 unique values
0 missing
209681_atnumeric462 unique values
0 missing
210644_s_atnumeric454 unique values
0 missing
211716_x_atnumeric461 unique values
0 missing
212221_x_atnumeric465 unique values
0 missing
212685_s_atnumeric467 unique values
0 missing
213294_atnumeric460 unique values
0 missing
214039_s_atnumeric467 unique values
0 missing
215214_atnumeric464 unique values
0 missing
217436_x_atnumeric467 unique values
0 missing
218035_s_atnumeric468 unique values
0 missing
218526_s_atnumeric459 unique values
0 missing
219301_s_atnumeric451 unique values
0 missing
221381_s_atnumeric464 unique values
0 missing
222379_atnumeric458 unique values
0 missing
223062_s_atnumeric459 unique values
0 missing
224187_x_atnumeric467 unique values
0 missing
224831_atnumeric457 unique values
0 missing
225275_atnumeric466 unique values
0 missing
225842_atnumeric462 unique values
0 missing
226465_s_atnumeric465 unique values
0 missing
227276_atnumeric460 unique values
0 missing
228377_atnumeric448 unique values
0 missing
230093_atnumeric454 unique values
0 missing
233173_x_atnumeric457 unique values
0 missing
238077_atnumeric465 unique values
0 missing
244726_atnumeric461 unique values
0 missing
1007_s_atnumeric463 unique values
0 missing
1560622_atnumeric462 unique values
0 missing
200691_s_atnumeric462 unique values
0 missing
200978_atnumeric468 unique values
0 missing
201294_s_atnumeric462 unique values
0 missing
201615_x_atnumeric458 unique values
0 missing
201968_s_atnumeric467 unique values
0 missing
202388_atnumeric465 unique values
0 missing
202820_atnumeric466 unique values
0 missing
203325_s_atnumeric465 unique values
0 missing
203897_atnumeric459 unique values
0 missing
204550_x_atnumeric458 unique values
0 missing
205347_s_atnumeric454 unique values
0 missing
206307_s_atnumeric443 unique values
0 missing
207996_s_atnumeric465 unique values
0 missing
208798_x_atnumeric466 unique values
0 missing
209163_atnumeric459 unique values
0 missing
209682_atnumeric465 unique values
0 missing
210645_s_atnumeric467 unique values
0 missing
211719_x_atnumeric468 unique values
0 missing
212222_atnumeric461 unique values
0 missing
212686_atnumeric455 unique values
0 missing
213306_atnumeric462 unique values
0 missing
214041_x_atnumeric464 unique values
0 missing
215221_atnumeric459 unique values
0 missing
217437_s_atnumeric459 unique values
0 missing
218036_x_atnumeric462 unique values
0 missing
218528_s_atnumeric452 unique values
0 missing
219304_s_atnumeric464 unique values
0 missing
221419_s_atnumeric467 unique values
0 missing
222380_s_atnumeric464 unique values
0 missing
223063_atnumeric464 unique values
0 missing
224189_x_atnumeric459 unique values
0 missing
224832_atnumeric465 unique values
0 missing
225276_atnumeric465 unique values
0 missing
225844_atnumeric456 unique values
0 missing
226473_atnumeric458 unique values
0 missing
227277_atnumeric461 unique values
0 missing
228390_atnumeric459 unique values
0 missing
230097_atnumeric464 unique values
0 missing
233198_atnumeric463 unique values
0 missing
238116_atnumeric449 unique values
0 missing
244740_atnumeric463 unique values
0 missing
121_atnumeric463 unique values
0 missing
1560652_atnumeric417 unique values
0 missing
200692_s_atnumeric460 unique values
0 missing
200980_s_atnumeric460 unique values
0 missing
201295_s_atnumeric459 unique values
0 missing
201616_s_atnumeric465 unique values
0 missing
201970_s_atnumeric461 unique values
0 missing
202391_atnumeric466 unique values
0 missing
202822_atnumeric464 unique values
0 missing
203327_atnumeric459 unique values
0 missing
203903_s_atnumeric463 unique values
0 missing
204554_atnumeric459 unique values
0 missing
205348_s_atnumeric449 unique values
0 missing
206315_atnumeric446 unique values
0 missing
208002_s_atnumeric463 unique values
0 missing
208799_atnumeric464 unique values
0 missing
209164_s_atnumeric463 unique values
0 missing
209684_atnumeric464 unique values
0 missing
210646_x_atnumeric468 unique values
0 missing
211720_x_atnumeric468 unique values
0 missing
212224_atnumeric460 unique values
0 missing
212687_atnumeric466 unique values
0 missing
213308_atnumeric459 unique values
0 missing
214042_s_atnumeric466 unique values
0 missing
215222_x_atnumeric465 unique values
0 missing
217456_x_atnumeric465 unique values
0 missing
218039_atnumeric466 unique values
0 missing
218532_s_atnumeric462 unique values
0 missing
219315_s_atnumeric462 unique values
0 missing
221427_s_atnumeric459 unique values
0 missing
222385_x_atnumeric462 unique values
0 missing
223064_atnumeric463 unique values
0 missing
224191_x_atnumeric432 unique values
0 missing
224833_atnumeric466 unique values
0 missing
225278_atnumeric461 unique values
0 missing
225845_atnumeric465 unique values
0 missing
226474_atnumeric466 unique values
0 missing
227278_atnumeric463 unique values
0 missing
228392_atnumeric463 unique values
0 missing
230099_atnumeric465 unique values
0 missing
233214_atnumeric464 unique values
0 missing
238156_atnumeric464 unique values
0 missing
244741_s_atnumeric460 unique values
0 missing
1405_i_atnumeric465 unique values
0 missing
1560659_atnumeric460 unique values
0 missing
200693_atnumeric467 unique values
0 missing
200981_x_atnumeric468 unique values
0 missing
201296_s_atnumeric466 unique values
0 missing
201617_x_atnumeric466 unique values
0 missing
201971_s_atnumeric463 unique values
0 missing
202393_s_atnumeric466 unique values
0 missing
202824_s_atnumeric464 unique values
0 missing
203329_atnumeric460 unique values
0 missing
203905_atnumeric456 unique values
0 missing
204559_s_atnumeric464 unique values
0 missing
205350_atnumeric451 unique values
0 missing
206323_x_atnumeric467 unique values
0 missing
208003_s_atnumeric460 unique values
0 missing
208800_atnumeric462 unique values
0 missing
209165_atnumeric451 unique values
0 missing
209686_atnumeric391 unique values
0 missing
210648_x_atnumeric467 unique values
0 missing
211726_s_atnumeric464 unique values
0 missing
212226_s_atnumeric466 unique values
0 missing
212688_atnumeric461 unique values
0 missing
213311_s_atnumeric460 unique values
0 missing
214043_atnumeric446 unique values
0 missing
215223_s_atnumeric466 unique values
0 missing
217466_x_atnumeric468 unique values
0 missing
218041_x_atnumeric468 unique values
0 missing
218533_s_atnumeric460 unique values
0 missing
219327_s_atnumeric459 unique values
0 missing
221428_s_atnumeric463 unique values
0 missing
222386_s_atnumeric466 unique values
0 missing
223065_s_atnumeric465 unique values
0 missing
224196_x_atnumeric464 unique values
0 missing
224835_atnumeric458 unique values
0 missing
225280_x_atnumeric464 unique values
0 missing
225846_atnumeric468 unique values
0 missing
226482_s_atnumeric468 unique values
0 missing
227279_atnumeric464 unique values
0 missing
228393_s_atnumeric458 unique values
0 missing
230100_x_atnumeric441 unique values
0 missing
233223_atnumeric460 unique values
0 missing
238199_x_atnumeric467 unique values
0 missing
244745_atnumeric452 unique values
0 missing
1438_atnumeric463 unique values
0 missing
1560661_x_atnumeric458 unique values
0 missing
200694_s_atnumeric462 unique values
0 missing
200982_s_atnumeric464 unique values
0 missing
201298_s_atnumeric463 unique values
0 missing
201618_x_atnumeric460 unique values
0 missing
201972_atnumeric463 unique values
0 missing
202395_atnumeric461 unique values
0 missing
202825_atnumeric452 unique values
0 missing
203333_atnumeric461 unique values
0 missing
203908_atnumeric444 unique values
0 missing
204560_atnumeric381 unique values
0 missing
205352_atnumeric457 unique values
0 missing
206325_atnumeric405 unique values
0 missing
208004_atnumeric445 unique values
0 missing
208801_atnumeric466 unique values
0 missing
209166_s_atnumeric464 unique values
0 missing
209687_atnumeric467 unique values
0 missing
210649_s_atnumeric464 unique values
0 missing
211727_s_atnumeric464 unique values
0 missing
212227_x_atnumeric468 unique values
0 missing
212689_s_atnumeric460 unique values
0 missing
213313_atnumeric462 unique values
0 missing
214047_s_atnumeric465 unique values
0 missing
215227_x_atnumeric465 unique values
0 missing
217478_s_atnumeric466 unique values
0 missing
218042_atnumeric462 unique values
0 missing
218541_s_atnumeric465 unique values
0 missing
219329_s_atnumeric465 unique values
0 missing
221434_s_atnumeric465 unique values
0 missing
222387_s_atnumeric461 unique values
0 missing
223066_atnumeric466 unique values
0 missing
224209_s_atnumeric446 unique values
0 missing
224836_atnumeric451 unique values
0 missing
225281_atnumeric457 unique values
0 missing
225847_atnumeric454 unique values
0 missing
226488_atnumeric459 unique values
0 missing
227282_atnumeric444 unique values
0 missing
228400_atnumeric462 unique values
0 missing
230117_atnumeric419 unique values
0 missing
233268_s_atnumeric466 unique values
0 missing
238206_atnumeric403 unique values
0 missing
244753_atnumeric464 unique values
0 missing
1494_f_atnumeric439 unique values
0 missing
1560813_atnumeric455 unique values
0 missing
200695_atnumeric463 unique values
0 missing
200983_x_atnumeric468 unique values
0 missing
201300_s_atnumeric467 unique values
0 missing
201619_atnumeric465 unique values
0 missing
201973_s_atnumeric468 unique values
0 missing
202396_atnumeric465 unique values
0 missing
202826_atnumeric464 unique values
0 missing
203335_atnumeric464 unique values
0 missing
203910_atnumeric467 unique values
0 missing
204563_atnumeric454 unique values
0 missing
205353_s_atnumeric466 unique values
0 missing
206326_atnumeric447 unique values
0 missing
208012_x_atnumeric466 unique values
0 missing
208804_s_atnumeric465 unique values
0 missing
209167_atnumeric465 unique values
0 missing
209692_atnumeric464 unique values
0 missing
210652_s_atnumeric463 unique values
0 missing
211729_x_atnumeric464 unique values
0 missing
212228_s_atnumeric461 unique values
0 missing
212690_atnumeric462 unique values
0 missing
213315_x_atnumeric464 unique values
0 missing
214051_atnumeric460 unique values
0 missing
215230_x_atnumeric468 unique values
0 missing
217480_x_atnumeric465 unique values
0 missing
218046_s_atnumeric460 unique values
0 missing
218542_atnumeric463 unique values
0 missing
219342_atnumeric465 unique values
0 missing
221447_s_atnumeric461 unique values
0 missing
222388_s_atnumeric465 unique values
0 missing
223067_atnumeric465 unique values
0 missing
224218_s_atnumeric465 unique values
0 missing
224837_atnumeric466 unique values
0 missing
225283_atnumeric464 unique values
0 missing
225849_s_atnumeric463 unique values
0 missing
226490_atnumeric460 unique values
0 missing
227290_atnumeric463 unique values
0 missing
228407_atnumeric452 unique values
0 missing
230130_atnumeric464 unique values
0 missing
233273_atnumeric456 unique values
0 missing
238320_atnumeric465 unique values
0 missing
244780_atnumeric455 unique values
0 missing
1552256_a_atnumeric462 unique values
0 missing
1560850_atnumeric430 unique values
0 missing
200696_s_atnumeric467 unique values
0 missing
200984_s_atnumeric468 unique values
0 missing
201301_s_atnumeric465 unique values
0 missing
201620_atnumeric461 unique values
0 missing
201975_atnumeric460 unique values
0 missing
202397_atnumeric463 unique values
0 missing
202829_s_atnumeric463 unique values
0 missing
203336_s_atnumeric460 unique values
0 missing
203911_atnumeric460 unique values
0 missing
204565_atnumeric462 unique values
0 missing
205355_atnumeric456 unique values
0 missing
206332_s_atnumeric465 unique values
0 missing
208016_s_atnumeric449 unique values
0 missing
208805_atnumeric468 unique values
0 missing
209170_s_atnumeric464 unique values
0 missing
209694_atnumeric462 unique values
0 missing
210663_s_atnumeric456 unique values
0 missing
211730_s_atnumeric467 unique values
0 missing
212229_s_atnumeric468 unique values
0 missing
212692_s_atnumeric463 unique values
0 missing
213317_atnumeric444 unique values
0 missing
214053_atnumeric459 unique values
0 missing
215235_atnumeric462 unique values
0 missing
217491_x_atnumeric467 unique values
0 missing
218047_atnumeric461 unique values
0 missing
218543_s_atnumeric458 unique values
0 missing
219350_s_atnumeric460 unique values
0 missing
221449_s_atnumeric466 unique values
0 missing
222389_s_atnumeric467 unique values
0 missing
223068_atnumeric464 unique values
0 missing
224221_s_atnumeric460 unique values
0 missing
224838_atnumeric467 unique values
0 missing
225284_atnumeric462 unique values
0 missing
225850_atnumeric464 unique values
0 missing
226492_atnumeric455 unique values
0 missing
227291_s_atnumeric465 unique values
0 missing
228409_atnumeric436 unique values
0 missing
230131_x_atnumeric464 unique values
0 missing
233276_atnumeric454 unique values
0 missing
238337_s_atnumeric458 unique values
0 missing
244871_s_atnumeric455 unique values
0 missing
1552257_a_atnumeric460 unique values
0 missing
1561140_atnumeric387 unique values
0 missing
200697_atnumeric463 unique values
0 missing
200985_s_atnumeric468 unique values
0 missing
201302_atnumeric467 unique values
0 missing
201621_atnumeric463 unique values
0 missing
201976_s_atnumeric467 unique values
0 missing
202399_s_atnumeric461 unique values
0 missing
202831_atnumeric443 unique values
0 missing
203337_x_atnumeric449 unique values
0 missing
203913_s_atnumeric449 unique values
0 missing
204566_atnumeric458 unique values
0 missing
205356_atnumeric456 unique values
0 missing
206334_atnumeric416 unique values
0 missing
208018_s_atnumeric459 unique values
0 missing
208808_s_atnumeric467 unique values
0 missing
209171_atnumeric464 unique values
0 missing
209696_atnumeric462 unique values
0 missing
210664_s_atnumeric450 unique values
0 missing
211733_x_atnumeric466 unique values
0 missing
212230_atnumeric465 unique values
0 missing
212694_s_atnumeric465 unique values
0 missing
213318_s_atnumeric466 unique values
0 missing
214055_x_atnumeric464 unique values
0 missing
215236_s_atnumeric460 unique values
0 missing
217492_s_atnumeric458 unique values
0 missing
218048_atnumeric465 unique values
0 missing
218545_atnumeric456 unique values
0 missing
219352_atnumeric459 unique values
0 missing
221452_s_atnumeric464 unique values
0 missing
222390_atnumeric465 unique values
0 missing
223070_atnumeric459 unique values
0 missing
224240_s_atnumeric456 unique values
0 missing
224840_atnumeric468 unique values
0 missing
225285_atnumeric465 unique values
0 missing
225852_atnumeric464 unique values
0 missing
226496_atnumeric457 unique values
0 missing
227294_atnumeric448 unique values
0 missing
228415_atnumeric466 unique values
0 missing
230132_atnumeric448 unique values
0 missing
233296_x_atnumeric464 unique values
0 missing
238430_x_atnumeric463 unique values
0 missing
244881_atnumeric465 unique values
0 missing
1552309_a_atnumeric450 unique values
0 missing
1561195_atnumeric455 unique values
0 missing
200698_atnumeric467 unique values
0 missing
200986_atnumeric464 unique values
0 missing
201303_atnumeric465 unique values
0 missing
201622_atnumeric463 unique values
0 missing
201980_s_atnumeric464 unique values
0 missing
202403_s_atnumeric468 unique values
0 missing
202832_atnumeric462 unique values
0 missing
203338_atnumeric460 unique values
0 missing
203914_x_atnumeric459 unique values
0 missing
204567_s_atnumeric461 unique values
0 missing
205357_s_atnumeric456 unique values
0 missing
206336_atnumeric430 unique values
0 missing
208024_s_atnumeric454 unique values
0 missing
208809_s_atnumeric467 unique values
0 missing
209173_atnumeric467 unique values
0 missing
209699_x_atnumeric462 unique values
0 missing
210665_atnumeric422 unique values
0 missing
211734_s_atnumeric454 unique values
0 missing
212231_atnumeric462 unique values
0 missing
212696_s_atnumeric454 unique values
0 missing
213325_atnumeric454 unique values
0 missing
214059_atnumeric455 unique values
0 missing
215245_x_atnumeric465 unique values
0 missing
217523_atnumeric462 unique values
0 missing
218049_s_atnumeric466 unique values
0 missing
218546_atnumeric462 unique values
0 missing
219356_s_atnumeric463 unique values
0 missing
221471_atnumeric463 unique values
0 missing
222391_atnumeric462 unique values
0 missing
223071_atnumeric463 unique values
0 missing
224250_s_atnumeric466 unique values
0 missing
224841_x_atnumeric467 unique values
0 missing
225286_atnumeric465 unique values
0 missing
225853_atnumeric462 unique values
0 missing
226499_atnumeric458 unique values
0 missing
227297_atnumeric458 unique values
0 missing
228423_atnumeric464 unique values
0 missing
230147_atnumeric463 unique values
0 missing
233300_atnumeric464 unique values
0 missing
238439_atnumeric455 unique values
0 missing
266_s_atnumeric467 unique values
0 missing
1552348_atnumeric424 unique values
0 missing
1561346_atnumeric464 unique values
0 missing
200699_atnumeric464 unique values
0 missing
200987_x_atnumeric457 unique values
0 missing
201304_atnumeric460 unique values
0 missing
201623_s_atnumeric465 unique values
0 missing
201983_s_atnumeric467 unique values
0 missing
202404_s_atnumeric468 unique values
0 missing
202833_s_atnumeric465 unique values
0 missing
203341_atnumeric461 unique values
0 missing
203915_atnumeric466 unique values
0 missing
204570_atnumeric462 unique values
0 missing
205358_atnumeric396 unique values
0 missing
206339_atnumeric439 unique values
0 missing
208025_s_atnumeric440 unique values
0 missing
208810_atnumeric463 unique values
0 missing
209177_atnumeric466 unique values
0 missing
209702_atnumeric465 unique values
0 missing
210676_x_atnumeric460 unique values
0 missing
211735_x_atnumeric209 unique values
0 missing
212232_atnumeric467 unique values
0 missing
212697_atnumeric460 unique values
0 missing
213330_s_atnumeric462 unique values
0 missing
214063_s_atnumeric453 unique values
0 missing
215253_s_atnumeric460 unique values
0 missing
217527_s_atnumeric465 unique values
0 missing
218050_atnumeric462 unique values
0 missing
218549_s_atnumeric459 unique values
0 missing
219359_atnumeric458 unique values
0 missing
221472_atnumeric461 unique values
0 missing
222392_x_atnumeric468 unique values
0 missing
223073_atnumeric464 unique values
0 missing
224252_s_atnumeric461 unique values
0 missing
224842_atnumeric465 unique values
0 missing
225288_atnumeric457 unique values
0 missing
225856_atnumeric459 unique values
0 missing
226505_x_atnumeric466 unique values
0 missing
227300_atnumeric455 unique values
0 missing
228429_x_atnumeric456 unique values
0 missing
230163_atnumeric452 unique values
0 missing
233337_s_atnumeric462 unique values
0 missing
238447_atnumeric466 unique values
0 missing
31846_atnumeric458 unique values
0 missing
1552378_s_atnumeric429 unique values
0 missing
1561754_atnumeric463 unique values
0 missing
200700_s_atnumeric468 unique values
0 missing
200989_atnumeric468 unique values
0 missing
201305_x_atnumeric465 unique values
0 missing
201624_atnumeric467 unique values
0 missing
201984_s_atnumeric459 unique values
0 missing
202406_s_atnumeric464 unique values
0 missing
202834_atnumeric451 unique values
0 missing
203343_atnumeric465 unique values
0 missing
203917_atnumeric465 unique values
0 missing
204571_x_atnumeric459 unique values
0 missing
205361_s_atnumeric459 unique values
0 missing
206343_s_atnumeric392 unique values
0 missing
208029_s_atnumeric466 unique values
0 missing
208811_s_atnumeric463 unique values
0 missing
209179_s_atnumeric462 unique values
0 missing
209706_atnumeric454 unique values
0 missing
210679_x_atnumeric462 unique values
0 missing
211737_x_atnumeric463 unique values
0 missing
212233_atnumeric464 unique values
0 missing
212698_s_atnumeric465 unique values
0 missing
213338_atnumeric457 unique values
0 missing
214077_x_atnumeric460 unique values
0 missing
215273_s_atnumeric463 unique values
0 missing
217528_atnumeric416 unique values
0 missing
218051_s_atnumeric463 unique values
0 missing
218552_atnumeric465 unique values
0 missing
219360_s_atnumeric460 unique values
0 missing
221473_x_atnumeric464 unique values
0 missing
222393_s_atnumeric459 unique values
0 missing
223075_s_atnumeric461 unique values
0 missing
224254_x_atnumeric462 unique values
0 missing
224847_atnumeric462 unique values
0 missing
225289_atnumeric464 unique values
0 missing
225857_s_atnumeric462 unique values
0 missing
226506_atnumeric462 unique values
0 missing
227305_s_atnumeric466 unique values
0 missing
228434_atnumeric460 unique values
0 missing
230174_atnumeric460 unique values
0 missing
233364_s_atnumeric458 unique values
0 missing
238449_atnumeric463 unique values
0 missing
31874_atnumeric458 unique values
0 missing
1552426_a_atnumeric462 unique values
0 missing
1561817_atnumeric424 unique values
0 missing
200701_atnumeric464 unique values
0 missing
200990_atnumeric464 unique values
0 missing
201306_s_atnumeric467 unique values
0 missing
201626_atnumeric461 unique values
0 missing
201985_atnumeric463 unique values
0 missing
202408_s_atnumeric460 unique values
0 missing
202836_s_atnumeric468 unique values
0 missing
203344_s_atnumeric467 unique values
0 missing
203920_atnumeric461 unique values
0 missing
204573_atnumeric462 unique values
0 missing
205363_atnumeric440 unique values
0 missing
206364_atnumeric459 unique values
0 missing
208030_s_atnumeric465 unique values
0 missing
208812_x_atnumeric467 unique values
0 missing
209180_atnumeric464 unique values
0 missing
209707_atnumeric458 unique values
0 missing
210686_x_atnumeric466 unique values
0 missing
211742_s_atnumeric459 unique values
0 missing
212236_x_atnumeric464 unique values
0 missing
212708_atnumeric463 unique values
0 missing
213347_x_atnumeric468 unique values
0 missing
214079_atnumeric442 unique values
0 missing
215281_x_atnumeric461 unique values
0 missing
217546_atnumeric433 unique values
0 missing
218053_atnumeric466 unique values
0 missing
218556_atnumeric464 unique values
0 missing
219363_s_atnumeric462 unique values
0 missing
221474_atnumeric467 unique values
0 missing
222395_s_atnumeric463 unique values
0 missing
223076_s_atnumeric458 unique values
0 missing
224281_s_atnumeric462 unique values
0 missing
224848_atnumeric451 unique values
0 missing
225290_atnumeric466 unique values
0 missing
225858_s_atnumeric462 unique values
0 missing
226507_atnumeric463 unique values
0 missing
227314_atnumeric455 unique values
0 missing
228443_s_atnumeric459 unique values
0 missing
230175_s_atnumeric459 unique values
0 missing
233369_atnumeric461 unique values
0 missing
238452_atnumeric430 unique values
0 missing
32128_atnumeric460 unique values
0 missing
1552477_a_atnumeric459 unique values
0 missing
1561937_x_atnumeric456 unique values
0 missing
200703_atnumeric466 unique values
0 missing
200991_s_atnumeric462 unique values
0 missing
201307_atnumeric462 unique values
0 missing
201627_s_atnumeric460 unique values
0 missing
201986_atnumeric465 unique values
0 missing
202409_atnumeric463 unique values
0 missing
202838_atnumeric465 unique values
0 missing
203345_s_atnumeric466 unique values
0 missing
203921_atnumeric454 unique values
0 missing
204575_s_atnumeric451 unique values
0 missing
205364_atnumeric459 unique values
0 missing
206373_atnumeric409 unique values
0 missing
208051_s_atnumeric466 unique values
0 missing
208813_atnumeric461 unique values
0 missing
209181_s_atnumeric467 unique values
0 missing
209708_atnumeric453 unique values
0 missing
210691_s_atnumeric460 unique values
0 missing
211745_x_atnumeric468 unique values
0 missing
212239_atnumeric466 unique values
0 missing
212713_atnumeric454 unique values
0 missing
213348_atnumeric461 unique values
0 missing
214080_x_atnumeric459 unique values
0 missing
215299_x_atnumeric466 unique values
0 missing
217561_atnumeric414 unique values
0 missing
218057_x_atnumeric460 unique values
0 missing
218557_atnumeric464 unique values
0 missing
219371_s_atnumeric465 unique values
0 missing
221475_s_atnumeric468 unique values
0 missing
222396_atnumeric465 unique values
0 missing
223077_atnumeric462 unique values
0 missing
224284_x_atnumeric464 unique values
0 missing
224849_atnumeric458 unique values
0 missing
225291_atnumeric459 unique values
0 missing
225863_s_atnumeric463 unique values
0 missing
226508_atnumeric462 unique values
0 missing
227322_s_atnumeric465 unique values
0 missing
228454_atnumeric459 unique values
0 missing
230177_atnumeric452 unique values
0 missing
233388_atnumeric448 unique values
0 missing
238478_atnumeric457 unique values
0 missing
32209_atnumeric459 unique values
0 missing
1552509_a_atnumeric451 unique values
0 missing
1561938_atnumeric423 unique values
0 missing
200704_atnumeric466 unique values
0 missing
200992_atnumeric467 unique values
0 missing
201309_x_atnumeric460 unique values
0 missing
201628_s_atnumeric465 unique values
0 missing
201987_atnumeric466 unique values
0 missing
202410_x_atnumeric415 unique values
0 missing
202839_s_atnumeric461 unique values
0 missing
203351_s_atnumeric460 unique values
0 missing
203923_s_atnumeric459 unique values
0 missing
204579_atnumeric443 unique values
0 missing
205366_s_atnumeric446 unique values
0 missing
206378_atnumeric464 unique values
0 missing
208066_s_atnumeric463 unique values
0 missing
208815_x_atnumeric460 unique values
0 missing
209182_s_atnumeric453 unique values
0 missing
209711_atnumeric461 unique values
0 missing
210715_s_atnumeric468 unique values
0 missing
211746_x_atnumeric467 unique values
0 missing
212240_s_atnumeric468 unique values
0 missing
212714_atnumeric463 unique values
0 missing
213349_atnumeric457 unique values
0 missing
214085_x_atnumeric467 unique values
0 missing
215303_atnumeric437 unique values
0 missing
217562_atnumeric328 unique values
0 missing
218059_atnumeric467 unique values
0 missing
218558_s_atnumeric463 unique values
0 missing
219373_atnumeric460 unique values
0 missing
221476_s_atnumeric468 unique values
0 missing
222398_s_atnumeric464 unique values
0 missing
223082_atnumeric463 unique values
0 missing
224288_x_atnumeric466 unique values
0 missing
224850_atnumeric463 unique values
0 missing
225293_atnumeric464 unique values
0 missing
225864_atnumeric468 unique values
0 missing
226511_atnumeric461 unique values
0 missing
227334_atnumeric463 unique values
0 missing
228462_atnumeric454 unique values
0 missing
230178_s_atnumeric460 unique values
0 missing
233427_x_atnumeric466 unique values
0 missing
238480_atnumeric458 unique values
0 missing
32837_atnumeric459 unique values
0 missing
1552519_atnumeric453 unique values
0 missing
1561956_atnumeric449 unique values
0 missing
200705_s_atnumeric468 unique values
0 missing
200993_atnumeric467 unique values
0 missing
201310_s_atnumeric466 unique values
0 missing
201629_s_atnumeric463 unique values
0 missing
201989_s_atnumeric467 unique values
0 missing
202411_atnumeric468 unique values
0 missing
202842_s_atnumeric468 unique values
0 missing
203354_s_atnumeric457 unique values
0 missing
203924_atnumeric419 unique values
0 missing
204580_atnumeric459 unique values
0 missing
205370_x_atnumeric467 unique values
0 missing
206385_s_atnumeric465 unique values
0 missing
208070_s_atnumeric461 unique values
0 missing
208816_x_atnumeric465 unique values
0 missing
209183_s_atnumeric465 unique values
0 missing
209714_s_atnumeric458 unique values
0 missing
210717_atnumeric450 unique values
0 missing
211747_s_atnumeric465 unique values
0 missing
212242_atnumeric465 unique values
0 missing
212716_s_atnumeric467 unique values
0 missing
213350_atnumeric465 unique values
0 missing
214087_s_atnumeric442 unique values
0 missing
215304_atnumeric462 unique values
0 missing
217579_x_atnumeric464 unique values
0 missing
218061_atnumeric465 unique values
0 missing
218559_s_atnumeric467 unique values
0 missing
219377_atnumeric451 unique values
0 missing
221477_s_atnumeric468 unique values
0 missing
222399_s_atnumeric467 unique values
0 missing
223084_s_atnumeric463 unique values
0 missing
224298_s_atnumeric464 unique values
0 missing
224851_atnumeric461 unique values
0 missing
225294_s_atnumeric463 unique values
0 missing
225865_x_atnumeric467 unique values
0 missing
226517_atnumeric462 unique values
0 missing
227337_atnumeric459 unique values
0 missing
228477_atnumeric462 unique values
0 missing
230179_atnumeric457 unique values
0 missing
233442_atnumeric464 unique values
0 missing
238481_atnumeric465 unique values
0 missing
33132_atnumeric458 unique values
0 missing
1552575_a_atnumeric457 unique values
0 missing
1562062_atnumeric461 unique values
0 missing
200706_s_atnumeric463 unique values
0 missing
200994_atnumeric465 unique values
0 missing
201311_s_atnumeric464 unique values
0 missing
201630_s_atnumeric466 unique values
0 missing
201990_s_atnumeric461 unique values
0 missing
202412_s_atnumeric462 unique values
0 missing
202845_s_atnumeric463 unique values
0 missing
203355_s_atnumeric458 unique values
0 missing
203925_atnumeric458 unique values
0 missing
204584_atnumeric443 unique values
0 missing
205373_atnumeric447 unique values
0 missing
206391_atnumeric448 unique values
0 missing
208073_x_atnumeric467 unique values
0 missing
208817_atnumeric465 unique values
0 missing
209184_s_atnumeric461 unique values
0 missing
209719_x_atnumeric434 unique values
0 missing
210719_s_atnumeric462 unique values
0 missing
211748_x_atnumeric466 unique values
0 missing
212245_atnumeric466 unique values
0 missing
212718_atnumeric466 unique values
0 missing
213353_atnumeric464 unique values
0 missing
214091_s_atnumeric463 unique values
0 missing
215313_x_atnumeric468 unique values
0 missing
217586_x_atnumeric461 unique values
0 missing
218062_x_atnumeric464 unique values
0 missing
218561_s_atnumeric462 unique values
0 missing
219386_s_atnumeric462 unique values
0 missing
221478_atnumeric466 unique values
0 missing
222400_s_atnumeric467 unique values
0 missing
223085_atnumeric466 unique values
0 missing
224301_x_atnumeric467 unique values
0 missing
224856_atnumeric463 unique values
0 missing
225295_atnumeric465 unique values
0 missing
225866_atnumeric458 unique values
0 missing
226518_atnumeric461 unique values
0 missing
227338_atnumeric462 unique values
0 missing
228478_atnumeric465 unique values
0 missing
230180_atnumeric466 unique values
0 missing
233498_atnumeric458 unique values
0 missing
238496_atnumeric458 unique values
0 missing
33304_atnumeric460 unique values
0 missing
1552610_a_atnumeric464 unique values
0 missing
1562063_x_atnumeric464 unique values
0 missing
200707_atnumeric466 unique values
0 missing
200996_atnumeric466 unique values
0 missing
201312_s_atnumeric468 unique values
0 missing
201631_s_atnumeric465 unique values
0 missing
201991_s_atnumeric465 unique values
0 missing
202413_s_atnumeric465 unique values
0 missing
202846_s_atnumeric465 unique values
0 missing
203358_s_atnumeric460 unique values
0 missing
203928_x_atnumeric455 unique values
0 missing
204588_s_atnumeric466 unique values
0 missing
205374_atnumeric432 unique values
0 missing
206392_s_atnumeric462 unique values
0 missing
208074_s_atnumeric466 unique values
0 missing
208818_s_atnumeric461 unique values
0 missing
209185_s_atnumeric466 unique values
0 missing
209720_s_atnumeric344 unique values
0 missing
210733_atnumeric463 unique values
0 missing
211749_s_atnumeric468 unique values
0 missing
212247_atnumeric460 unique values
0 missing
212721_atnumeric462 unique values
0 missing
213356_x_atnumeric467 unique values
0 missing
214093_s_atnumeric466 unique values
0 missing
215333_x_atnumeric463 unique values
0 missing
217590_s_atnumeric391 unique values
0 missing
218065_s_atnumeric465 unique values
0 missing
218563_atnumeric464 unique values
0 missing
219388_atnumeric465 unique values
0 missing
221479_s_atnumeric465 unique values
0 missing
222401_s_atnumeric466 unique values
0 missing
223086_x_atnumeric464 unique values
0 missing
224302_s_atnumeric463 unique values
0 missing
224857_s_atnumeric464 unique values
0 missing
225297_atnumeric460 unique values
0 missing
225868_atnumeric458 unique values
0 missing
226525_atnumeric459 unique values
0 missing
227342_s_atnumeric435 unique values
0 missing
228479_atnumeric459 unique values
0 missing
230204_atnumeric444 unique values
0 missing
233555_s_atnumeric464 unique values
0 missing
238513_atnumeric456 unique values
0 missing
33322_i_atnumeric467 unique values
0 missing
1552615_atnumeric462 unique values
0 missing
1562235_s_atnumeric463 unique values
0 missing
200708_atnumeric460 unique values
0 missing
200997_atnumeric465 unique values
0 missing
201313_atnumeric461 unique values
0 missing
201632_atnumeric462 unique values
0 missing
201993_x_atnumeric467 unique values
0 missing
202416_atnumeric462 unique values
0 missing
202847_atnumeric454 unique values
0 missing
203359_s_atnumeric462 unique values
0 missing
203929_s_atnumeric453 unique values
0 missing
204589_atnumeric459 unique values
0 missing
205376_atnumeric457 unique values
0 missing
206393_atnumeric259 unique values
0 missing
208078_s_atnumeric460 unique values
0 missing
208819_atnumeric465 unique values
0 missing
209186_atnumeric468 unique values
0 missing
209728_atnumeric435 unique values
0 missing
210735_s_atnumeric467 unique values
0 missing
211750_x_atnumeric468 unique values
0 missing
212248_atnumeric465 unique values
0 missing
212724_atnumeric468 unique values
0 missing
213357_atnumeric465 unique values
0 missing
214096_s_atnumeric463 unique values
0 missing
215338_s_atnumeric462 unique values
0 missing
217591_atnumeric461 unique values
0 missing
218066_atnumeric467 unique values
0 missing
218566_s_atnumeric462 unique values
0 missing
219389_atnumeric458 unique values
0 missing
221481_x_atnumeric466 unique values
0 missing
222404_x_atnumeric466 unique values
0 missing
223087_atnumeric463 unique values
0 missing
224309_s_atnumeric463 unique values
0 missing
224858_atnumeric467 unique values
0 missing
225301_s_atnumeric467 unique values
0 missing
225870_s_atnumeric454 unique values
0 missing
226529_atnumeric464 unique values
0 missing
227346_atnumeric461 unique values
0 missing
228481_atnumeric465 unique values
0 missing
230206_atnumeric463 unique values
0 missing
233557_s_atnumeric453 unique values
0 missing
238544_atnumeric452 unique values
0 missing
33323_r_atnumeric466 unique values
0 missing
1552619_a_atnumeric460 unique values
0 missing
1562321_atnumeric436 unique values
0 missing
200709_atnumeric467 unique values
0 missing
200998_s_atnumeric468 unique values
0 missing
201315_x_atnumeric468 unique values
0 missing
201635_s_atnumeric465 unique values
0 missing
201994_atnumeric467 unique values
0 missing
202418_atnumeric463 unique values
0 missing
202850_atnumeric465 unique values
0 missing
203360_s_atnumeric458 unique values
0 missing
203932_atnumeric466 unique values
0 missing
204595_s_atnumeric464 unique values
0 missing
205379_atnumeric454 unique values
0 missing
206396_atnumeric434 unique values
0 missing
208079_s_atnumeric461 unique values
0 missing
208820_atnumeric464 unique values
0 missing
209187_atnumeric461 unique values
0 missing
209732_atnumeric466 unique values
0 missing
210740_s_atnumeric462 unique values
0 missing
211755_s_atnumeric467 unique values
0 missing
212249_atnumeric460 unique values
0 missing
212725_s_atnumeric461 unique values
0 missing
213358_atnumeric453 unique values
0 missing
214097_atnumeric463 unique values
0 missing
215359_x_atnumeric465 unique values
0 missing
217593_atnumeric457 unique values
0 missing
218067_s_atnumeric466 unique values
0 missing
218567_x_atnumeric459 unique values
0 missing
219392_x_atnumeric465 unique values
0 missing
221482_s_atnumeric456 unique values
0 missing
222405_atnumeric466 unique values
0 missing
223088_x_atnumeric464 unique values
0 missing
224318_s_atnumeric462 unique values
0 missing
224859_atnumeric457 unique values
0 missing
225302_atnumeric461 unique values
0 missing
225871_atnumeric462 unique values
0 missing
226534_atnumeric465 unique values
0 missing
227356_atnumeric458 unique values
0 missing
228483_s_atnumeric462 unique values
0 missing
230207_s_atnumeric464 unique values
0 missing
233571_x_atnumeric467 unique values
0 missing
238549_atnumeric461 unique values
0 missing
33767_atnumeric441 unique values
0 missing
1552621_atnumeric466 unique values
0 missing
1562736_atnumeric404 unique values
0 missing
200710_atnumeric467 unique values
0 missing
200999_s_atnumeric465 unique values
0 missing
201317_s_atnumeric465 unique values
0 missing
201636_atnumeric462 unique values
0 missing
201995_atnumeric463 unique values
0 missing
202420_s_atnumeric458 unique values
0 missing
202852_s_atnumeric463 unique values
0 missing
203362_s_atnumeric465 unique values
0 missing
203935_atnumeric458 unique values
0 missing
204596_s_atnumeric452 unique values
0 missing
205380_atnumeric448 unique values
0 missing
206400_atnumeric393 unique values
0 missing
208082_x_atnumeric463 unique values
0 missing
208821_atnumeric466 unique values
0 missing
209189_atnumeric464 unique values
0 missing
209737_atnumeric454 unique values
0 missing
210749_x_atnumeric466 unique values
0 missing
211756_atnumeric437 unique values
0 missing
212250_atnumeric464 unique values
0 missing
212730_atnumeric463 unique values
0 missing
213359_atnumeric461 unique values
0 missing
214100_x_atnumeric465 unique values
0 missing
215363_x_atnumeric451 unique values
0 missing
217617_atnumeric460 unique values
0 missing
218069_atnumeric464 unique values
0 missing
218571_s_atnumeric463 unique values
0 missing
219395_atnumeric464 unique values
0 missing
221483_s_atnumeric464 unique values
0 missing
222408_s_atnumeric465 unique values
0 missing
223090_x_atnumeric461 unique values
0 missing
224321_atnumeric454 unique values
0 missing
224861_atnumeric461 unique values
0 missing
225304_s_atnumeric464 unique values
0 missing
225872_atnumeric466 unique values
0 missing
226535_atnumeric460 unique values
0 missing
227357_atnumeric461 unique values
0 missing
228487_s_atnumeric466 unique values
0 missing
230229_atnumeric457 unique values
0 missing
233586_s_atnumeric398 unique values
0 missing
238563_atnumeric455 unique values
0 missing
33814_atnumeric464 unique values
0 missing
1552622_s_atnumeric464 unique values
0 missing
1562755_atnumeric456 unique values
0 missing
200711_s_atnumeric468 unique values
0 missing
201000_atnumeric462 unique values
0 missing
201318_s_atnumeric467 unique values
0 missing
201637_s_atnumeric464 unique values
0 missing
201998_atnumeric466 unique values
0 missing
202421_atnumeric465 unique values
0 missing
202853_s_atnumeric464 unique values
0 missing
203367_atnumeric462 unique values
0 missing
203936_s_atnumeric466 unique values
0 missing
204597_x_atnumeric458 unique values
0 missing
205381_atnumeric462 unique values
0 missing
206401_s_atnumeric456 unique values
0 missing
208083_s_atnumeric441 unique values
0 missing
208822_s_atnumeric466 unique values
0 missing
209190_s_atnumeric462 unique values
0 missing
209739_s_atnumeric462 unique values
0 missing
210754_s_atnumeric466 unique values
0 missing
211758_x_atnumeric464 unique values
0 missing
212251_atnumeric463 unique values
0 missing
212731_atnumeric463 unique values
0 missing
213360_s_atnumeric466 unique values
0 missing
214106_s_atnumeric452 unique values
0 missing
215373_x_atnumeric464 unique values
0 missing
217626_atnumeric444 unique values
0 missing
218072_atnumeric455 unique values
0 missing
218573_atnumeric466 unique values
0 missing
219398_atnumeric453 unique values
0 missing
221484_atnumeric467 unique values
0 missing
222409_atnumeric461 unique values
0 missing
223092_atnumeric464 unique values
0 missing
224325_atnumeric454 unique values
0 missing
224865_atnumeric463 unique values
0 missing
225305_atnumeric462 unique values
0 missing
225878_atnumeric458 unique values
0 missing
226536_atnumeric463 unique values
0 missing
227361_atnumeric448 unique values
0 missing
228489_atnumeric454 unique values
0 missing
230231_atnumeric431 unique values
0 missing
233587_s_atnumeric456 unique values
0 missing
238581_atnumeric448 unique values
0 missing
34031_i_atnumeric463 unique values
0 missing
1552628_a_atnumeric461 unique values
0 missing
1562821_a_atnumeric451 unique values
0 missing
200712_s_atnumeric459 unique values
0 missing
201001_s_atnumeric467 unique values
0 missing
201319_atnumeric467 unique values
0 missing
201639_s_atnumeric463 unique values
0 missing
201999_s_atnumeric465 unique values
0 missing
202423_atnumeric463 unique values
0 missing
202854_atnumeric460 unique values
0 missing
203371_s_atnumeric466 unique values
0 missing
203939_atnumeric458 unique values
0 missing
204600_atnumeric463 unique values
0 missing
205382_s_atnumeric461 unique values
0 missing
206404_atnumeric456 unique values
0 missing
208084_atnumeric430 unique values
0 missing
208824_x_atnumeric454 unique values
0 missing
209191_atnumeric466 unique values
0 missing
209747_atnumeric459 unique values
0 missing
210755_atnumeric428 unique values
0 missing
211759_x_atnumeric465 unique values
0 missing
212253_x_atnumeric456 unique values
0 missing
212734_x_atnumeric468 unique values
0 missing
213362_atnumeric444 unique values
0 missing
214107_x_atnumeric454 unique values
0 missing
215379_x_atnumeric468 unique values
0 missing
217653_x_atnumeric457 unique values
0 missing
218074_atnumeric462 unique values
0 missing
218574_s_atnumeric464 unique values
0 missing
219402_s_atnumeric463 unique values
0 missing
221485_atnumeric466 unique values
0 missing
222410_s_atnumeric468 unique values
0 missing
223096_atnumeric467 unique values
0 missing
224327_s_atnumeric459 unique values
0 missing
224866_atnumeric466 unique values
0 missing
225306_s_atnumeric461 unique values
0 missing
225880_atnumeric459 unique values
0 missing
226538_atnumeric462 unique values
0 missing
227363_s_atnumeric467 unique values
0 missing
228490_atnumeric450 unique values
0 missing
230233_atnumeric464 unique values
0 missing
233595_atnumeric467 unique values
0 missing
238593_atnumeric464 unique values
0 missing
34210_atnumeric464 unique values
0 missing
1552658_a_atnumeric450 unique values
0 missing
1563209_a_atnumeric444 unique values
0 missing
200713_s_atnumeric465 unique values
0 missing
201002_s_atnumeric466 unique values
0 missing
201321_s_atnumeric459 unique values
0 missing
201641_atnumeric467 unique values
0 missing
202001_s_atnumeric466 unique values
0 missing
202424_atnumeric464 unique values
0 missing
202856_s_atnumeric459 unique values
0 missing
203373_atnumeric462 unique values
0 missing
203946_s_atnumeric448 unique values
0 missing
204602_atnumeric444 unique values
0 missing
205383_s_atnumeric466 unique values
0 missing
206407_s_atnumeric450 unique values
0 missing
208091_s_atnumeric464 unique values
0 missing
208825_x_atnumeric468 unique values
0 missing
209194_atnumeric463 unique values
0 missing
209750_atnumeric466 unique values
0 missing
210756_s_atnumeric460 unique values
0 missing
211761_s_atnumeric464 unique values
0 missing
212254_s_atnumeric465 unique values
0 missing
212737_atnumeric466 unique values
0 missing
213364_s_atnumeric457 unique values
0 missing
214109_atnumeric458 unique values
0 missing
215380_s_atnumeric468 unique values
0 missing
217673_x_atnumeric468 unique values
0 missing
218076_s_atnumeric458 unique values
0 missing
218577_atnumeric458 unique values
0 missing
219410_atnumeric462 unique values
0 missing
221486_atnumeric463 unique values
0 missing
222411_s_atnumeric466 unique values
0 missing
223098_s_atnumeric462 unique values
0 missing
224328_s_atnumeric443 unique values
0 missing
224867_atnumeric466 unique values
0 missing
225308_s_atnumeric465 unique values
0 missing
225885_atnumeric454 unique values
0 missing
226544_x_atnumeric459 unique values
0 missing
227364_atnumeric468 unique values
0 missing
228494_atnumeric462 unique values
0 missing
230238_atnumeric450 unique values
0 missing
233599_atnumeric455 unique values
0 missing
238595_atnumeric463 unique values
0 missing
34408_atnumeric459 unique values
0 missing
1552703_s_atnumeric463 unique values
0 missing
1563853_atnumeric444 unique values
0 missing
200714_x_atnumeric465 unique values
0 missing
201003_x_atnumeric462 unique values
0 missing
201322_atnumeric465 unique values
0 missing
201642_atnumeric466 unique values
0 missing
202003_s_atnumeric464 unique values
0 missing
202425_x_atnumeric463 unique values
0 missing
202857_atnumeric468 unique values
0 missing
203380_x_atnumeric468 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
468
Number of instances (rows) of the dataset.
NumberOfFeatures
10937
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
10936
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
REPTreeDepth3Kappa
0.72
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
114765.47
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
2.23
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
0.81
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
23.37
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
906.91
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
0.15
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
-0.09
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
0.63
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
21.63
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
440.06
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
26.88
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.96
Average class difference between consecutive instances.
RandomTreeDepth2AUC
0.81
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
0.09
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
61958.27
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
26.5
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
2795.99
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
0.15
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
0.77
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
124
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
0.07
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
0.63
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
29.66
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
4.06
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
0.81
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
0.81
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
0.09
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
3388.87
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
0.04
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
3.6
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1687.85
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
0.15
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
0.77
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
938.44
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
0.86
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
0.07
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
0.63
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
0.11
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
0.81
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
0.09
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
1.41
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
0.72
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NErrRate
0.07
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
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
0.77
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
3.37
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
605.44
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
0.86
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
0.81
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
0.06
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
73.5
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1845.22
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
0.83
Entropy of the target attribute values.
kNN1NKappa
0.86
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
8.8
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
0.72
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
0.86
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
0.88
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-0.39
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1565.45
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
0.07
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
467.91
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
55.06
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_Breast_Uterus
64 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Breast_Uterus
1 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Breast_Uterus
0 runs - estimation_procedure: 33% Holdout set - target_feature: Tissue
Supervised Data Stream Classification on AP_Breast_Uterus
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: Tissue
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Breast_Uterus
0 runs
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Breast_Uterus
0 runs - estimation_procedure: 50 times Clustering
Define a new task