Data
AP_Endometrium_Colon

AP_Endometrium_Colon

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 mf_less_than_80 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)numeric347 unique values
0 missing
1560060_s_atnumeric346 unique values
0 missing
200675_atnumeric346 unique values
0 missing
200967_atnumeric346 unique values
0 missing
201280_s_atnumeric346 unique values
0 missing
201593_s_atnumeric346 unique values
0 missing
201947_s_atnumeric347 unique values
0 missing
202357_s_atnumeric344 unique values
0 missing
202779_s_atnumeric345 unique values
0 missing
203302_atnumeric339 unique values
0 missing
203854_atnumeric340 unique values
0 missing
204475_atnumeric346 unique values
0 missing
205221_atnumeric337 unique values
0 missing
206174_s_atnumeric338 unique values
0 missing
207769_s_atnumeric343 unique values
0 missing
208753_s_atnumeric346 unique values
0 missing
209104_s_atnumeric346 unique values
0 missing
209608_s_atnumeric345 unique values
0 missing
210473_s_atnumeric344 unique values
0 missing
211698_atnumeric344 unique values
0 missing
212203_x_atnumeric346 unique values
0 missing
212654_atnumeric308 unique values
0 missing
213294_atnumeric345 unique values
0 missing
214041_x_atnumeric347 unique values
0 missing
215214_atnumeric342 unique values
0 missing
217506_atnumeric337 unique values
0 missing
218059_atnumeric347 unique values
0 missing
218589_atnumeric345 unique values
0 missing
219410_atnumeric343 unique values
0 missing
221295_atnumeric325 unique values
0 missing
222380_s_atnumeric344 unique values
0 missing
223065_s_atnumeric343 unique values
0 missing
224209_s_atnumeric344 unique values
0 missing
224826_atnumeric344 unique values
0 missing
225284_atnumeric346 unique values
0 missing
225834_atnumeric345 unique values
0 missing
226474_atnumeric345 unique values
0 missing
227226_atnumeric341 unique values
0 missing
228334_x_atnumeric335 unique values
0 missing
229964_atnumeric344 unique values
0 missing
232964_atnumeric342 unique values
0 missing
238077_atnumeric344 unique values
0 missing
244745_atnumeric323 unique values
0 missing
1007_s_atnumeric345 unique values
0 missing
1560089_atnumeric342 unique values
0 missing
200677_atnumeric347 unique values
0 missing
200968_s_atnumeric347 unique values
0 missing
201281_atnumeric346 unique values
0 missing
201594_s_atnumeric346 unique values
0 missing
201948_atnumeric344 unique values
0 missing
202361_atnumeric346 unique values
0 missing
202780_atnumeric341 unique values
0 missing
203303_atnumeric346 unique values
0 missing
203856_atnumeric343 unique values
0 missing
204480_s_atnumeric346 unique values
0 missing
205225_atnumeric336 unique values
0 missing
206180_x_atnumeric344 unique values
0 missing
207783_x_atnumeric347 unique values
0 missing
208754_s_atnumeric346 unique values
0 missing
209108_atnumeric346 unique values
0 missing
209609_s_atnumeric345 unique values
0 missing
210480_s_atnumeric343 unique values
0 missing
211699_x_atnumeric347 unique values
0 missing
212204_atnumeric347 unique values
0 missing
212655_atnumeric344 unique values
0 missing
213301_x_atnumeric342 unique values
0 missing
214042_s_atnumeric345 unique values
0 missing
215222_x_atnumeric344 unique values
0 missing
217523_atnumeric345 unique values
0 missing
218061_atnumeric344 unique values
0 missing
218594_atnumeric343 unique values
0 missing
219429_atnumeric345 unique values
0 missing
221381_s_atnumeric340 unique values
0 missing
222385_x_atnumeric347 unique values
0 missing
223066_atnumeric342 unique values
0 missing
224218_s_atnumeric335 unique values
0 missing
224827_atnumeric338 unique values
0 missing
225285_atnumeric345 unique values
0 missing
225835_atnumeric347 unique values
0 missing
226482_s_atnumeric346 unique values
0 missing
227235_atnumeric342 unique values
0 missing
228335_atnumeric339 unique values
0 missing
229975_atnumeric334 unique values
0 missing
232977_x_atnumeric345 unique values
0 missing
238103_atnumeric347 unique values
0 missing
244753_atnumeric343 unique values
0 missing
117_atnumeric337 unique values
0 missing
1560116_a_atnumeric342 unique values
0 missing
200678_x_atnumeric345 unique values
0 missing
200969_atnumeric344 unique values
0 missing
201282_atnumeric345 unique values
0 missing
201595_s_atnumeric346 unique values
0 missing
201949_x_atnumeric344 unique values
0 missing
202362_atnumeric345 unique values
0 missing
202783_atnumeric341 unique values
0 missing
203304_atnumeric341 unique values
0 missing
203857_s_atnumeric343 unique values
0 missing
204483_atnumeric325 unique values
0 missing
205226_atnumeric336 unique values
0 missing
206191_atnumeric330 unique values
0 missing
207785_s_atnumeric343 unique values
0 missing
208755_x_atnumeric347 unique values
0 missing
209109_s_atnumeric346 unique values
0 missing
209610_s_atnumeric345 unique values
0 missing
210495_x_atnumeric347 unique values
0 missing
211704_s_atnumeric335 unique values
0 missing
212205_atnumeric345 unique values
0 missing
212657_s_atnumeric344 unique values
0 missing
213305_s_atnumeric342 unique values
0 missing
214043_atnumeric343 unique values
0 missing
215223_s_atnumeric347 unique values
0 missing
217526_atnumeric341 unique values
0 missing
218062_x_atnumeric341 unique values
0 missing
218595_s_atnumeric342 unique values
0 missing
219434_atnumeric345 unique values
0 missing
221419_s_atnumeric346 unique values
0 missing
222386_s_atnumeric347 unique values
0 missing
223067_atnumeric344 unique values
0 missing
224221_s_atnumeric341 unique values
0 missing
224830_atnumeric345 unique values
0 missing
225286_atnumeric345 unique values
0 missing
225841_atnumeric347 unique values
0 missing
226485_atnumeric339 unique values
0 missing
227236_atnumeric337 unique values
0 missing
228338_atnumeric344 unique values
0 missing
229976_atnumeric331 unique values
0 missing
232979_atnumeric343 unique values
0 missing
238127_atnumeric338 unique values
0 missing
244780_atnumeric346 unique values
0 missing
121_atnumeric343 unique values
0 missing
1560144_atnumeric338 unique values
0 missing
200679_x_atnumeric347 unique values
0 missing
200970_s_atnumeric342 unique values
0 missing
201284_s_atnumeric340 unique values
0 missing
201596_x_atnumeric347 unique values
0 missing
201950_x_atnumeric346 unique values
0 missing
202363_atnumeric347 unique values
0 missing
202785_atnumeric342 unique values
0 missing
203305_atnumeric345 unique values
0 missing
203860_atnumeric346 unique values
0 missing
204484_atnumeric345 unique values
0 missing
205229_s_atnumeric337 unique values
0 missing
206194_atnumeric339 unique values
0 missing
207791_s_atnumeric342 unique values
0 missing
208756_atnumeric344 unique values
0 missing
209110_s_atnumeric340 unique values
0 missing
209612_s_atnumeric343 unique values
0 missing
210501_x_atnumeric345 unique values
0 missing
211709_s_atnumeric343 unique values
0 missing
212206_s_atnumeric345 unique values
0 missing
212658_atnumeric344 unique values
0 missing
213306_atnumeric344 unique values
0 missing
214047_s_atnumeric344 unique values
0 missing
215227_x_atnumeric346 unique values
0 missing
217527_s_atnumeric346 unique values
0 missing
218065_s_atnumeric343 unique values
0 missing
218597_s_atnumeric346 unique values
0 missing
219440_atnumeric337 unique values
0 missing
221427_s_atnumeric342 unique values
0 missing
222387_s_atnumeric342 unique values
0 missing
223068_atnumeric344 unique values
0 missing
224232_s_atnumeric342 unique values
0 missing
224832_atnumeric342 unique values
0 missing
225288_atnumeric345 unique values
0 missing
225842_atnumeric346 unique values
0 missing
226488_atnumeric345 unique values
0 missing
227239_atnumeric341 unique values
0 missing
228347_atnumeric332 unique values
0 missing
229980_s_atnumeric346 unique values
0 missing
233041_x_atnumeric347 unique values
0 missing
238143_atnumeric326 unique values
0 missing
244881_atnumeric343 unique values
0 missing
1405_i_atnumeric342 unique values
0 missing
1560199_x_atnumeric340 unique values
0 missing
200680_x_atnumeric347 unique values
0 missing
200971_s_atnumeric347 unique values
0 missing
201285_atnumeric343 unique values
0 missing
201597_atnumeric346 unique values
0 missing
201951_atnumeric342 unique values
0 missing
202364_atnumeric345 unique values
0 missing
202786_atnumeric347 unique values
0 missing
203306_s_atnumeric343 unique values
0 missing
203861_s_atnumeric189 unique values
0 missing
204485_s_atnumeric343 unique values
0 missing
205236_x_atnumeric346 unique values
0 missing
206197_atnumeric335 unique values
0 missing
207801_s_atnumeric346 unique values
0 missing
208757_atnumeric343 unique values
0 missing
209111_atnumeric342 unique values
0 missing
209613_s_atnumeric335 unique values
0 missing
210511_s_atnumeric343 unique values
0 missing
211710_x_atnumeric347 unique values
0 missing
212208_atnumeric342 unique values
0 missing
212660_atnumeric344 unique values
0 missing
213308_atnumeric343 unique values
0 missing
214053_atnumeric333 unique values
0 missing
215230_x_atnumeric347 unique values
0 missing
217546_atnumeric334 unique values
0 missing
218066_atnumeric343 unique values
0 missing
218599_atnumeric344 unique values
0 missing
219449_s_atnumeric343 unique values
0 missing
221428_s_atnumeric343 unique values
0 missing
222388_s_atnumeric345 unique values
0 missing
223070_atnumeric346 unique values
0 missing
224247_s_atnumeric341 unique values
0 missing
224833_atnumeric346 unique values
0 missing
225289_atnumeric344 unique values
0 missing
225845_atnumeric343 unique values
0 missing
226490_atnumeric346 unique values
0 missing
227253_atnumeric334 unique values
0 missing
228355_s_atnumeric346 unique values
0 missing
229982_atnumeric345 unique values
0 missing
233049_x_atnumeric343 unique values
0 missing
238156_atnumeric344 unique values
0 missing
266_s_atnumeric347 unique values
0 missing
1438_atnumeric340 unique values
0 missing
1560296_atnumeric341 unique values
0 missing
200681_atnumeric347 unique values
0 missing
200972_atnumeric346 unique values
0 missing
201286_atnumeric345 unique values
0 missing
201599_atnumeric347 unique values
0 missing
201952_atnumeric347 unique values
0 missing
202365_atnumeric347 unique values
0 missing
202788_atnumeric342 unique values
0 missing
203310_atnumeric344 unique values
0 missing
203868_s_atnumeric345 unique values
0 missing
204487_s_atnumeric347 unique values
0 missing
205239_atnumeric347 unique values
0 missing
206198_s_atnumeric337 unique values
0 missing
207802_atnumeric204 unique values
0 missing
208758_atnumeric347 unique values
0 missing
209112_atnumeric345 unique values
0 missing
209616_s_atnumeric338 unique values
0 missing
210512_s_atnumeric347 unique values
0 missing
211711_s_atnumeric341 unique values
0 missing
212215_atnumeric345 unique values
0 missing
212661_x_atnumeric347 unique values
0 missing
213311_s_atnumeric343 unique values
0 missing
214055_x_atnumeric343 unique values
0 missing
215235_atnumeric344 unique values
0 missing
217586_x_atnumeric341 unique values
0 missing
218067_s_atnumeric347 unique values
0 missing
218603_atnumeric347 unique values
0 missing
219450_atnumeric345 unique values
0 missing
221434_s_atnumeric347 unique values
0 missing
222389_s_atnumeric346 unique values
0 missing
223071_atnumeric346 unique values
0 missing
224250_s_atnumeric347 unique values
0 missing
224835_atnumeric343 unique values
0 missing
225290_atnumeric344 unique values
0 missing
225846_atnumeric347 unique values
0 missing
226492_atnumeric340 unique values
0 missing
227259_atnumeric339 unique values
0 missing
228360_atnumeric332 unique values
0 missing
229985_atnumeric337 unique values
0 missing
233056_x_atnumeric346 unique values
0 missing
238199_x_atnumeric347 unique values
0 missing
31845_atnumeric338 unique values
0 missing
1487_atnumeric342 unique values
0 missing
1560339_s_atnumeric345 unique values
0 missing
200682_s_atnumeric347 unique values
0 missing
200973_s_atnumeric347 unique values
0 missing
201287_s_atnumeric346 unique values
0 missing
201600_atnumeric347 unique values
0 missing
201953_atnumeric346 unique values
0 missing
202367_atnumeric344 unique values
0 missing
202790_atnumeric346 unique values
0 missing
203312_x_atnumeric340 unique values
0 missing
203872_atnumeric318 unique values
0 missing
204489_s_atnumeric345 unique values
0 missing
205240_atnumeric344 unique values
0 missing
206199_atnumeric344 unique values
0 missing
207805_s_atnumeric345 unique values
0 missing
208759_atnumeric345 unique values
0 missing
209114_atnumeric346 unique values
0 missing
209619_atnumeric347 unique values
0 missing
210513_s_atnumeric340 unique values
0 missing
211714_x_atnumeric345 unique values
0 missing
212217_atnumeric341 unique values
0 missing
212665_atnumeric343 unique values
0 missing
213313_atnumeric346 unique values
0 missing
214070_s_atnumeric347 unique values
0 missing
215236_s_atnumeric340 unique values
0 missing
217591_atnumeric344 unique values
0 missing
218069_atnumeric346 unique values
0 missing
218604_atnumeric345 unique values
0 missing
219454_atnumeric344 unique values
0 missing
221447_s_atnumeric344 unique values
0 missing
222390_atnumeric345 unique values
0 missing
223073_atnumeric345 unique values
0 missing
224252_s_atnumeric344 unique values
0 missing
224836_atnumeric339 unique values
0 missing
225291_atnumeric345 unique values
0 missing
225847_atnumeric343 unique values
0 missing
226495_atnumeric346 unique values
0 missing
227260_atnumeric347 unique values
0 missing
228363_atnumeric347 unique values
0 missing
229997_atnumeric343 unique values
0 missing
233080_s_atnumeric346 unique values
0 missing
238206_atnumeric309 unique values
0 missing
31846_atnumeric342 unique values
0 missing
1494_f_atnumeric324 unique values
0 missing
1560500_atnumeric344 unique values
0 missing
200683_s_atnumeric345 unique values
0 missing
200974_atnumeric347 unique values
0 missing
201288_atnumeric347 unique values
0 missing
201601_x_atnumeric347 unique values
0 missing
201954_atnumeric344 unique values
0 missing
202369_s_atnumeric343 unique values
0 missing
202794_atnumeric346 unique values
0 missing
203313_s_atnumeric345 unique values
0 missing
203874_s_atnumeric343 unique values
0 missing
204490_s_atnumeric344 unique values
0 missing
205241_atnumeric344 unique values
0 missing
206200_s_atnumeric347 unique values
0 missing
207808_s_atnumeric345 unique values
0 missing
208761_s_atnumeric344 unique values
0 missing
209115_atnumeric346 unique values
0 missing
209621_s_atnumeric342 unique values
0 missing
210514_x_atnumeric347 unique values
0 missing
211715_s_atnumeric347 unique values
0 missing
212218_s_atnumeric341 unique values
0 missing
212667_atnumeric346 unique values
0 missing
213315_x_atnumeric344 unique values
0 missing
214077_x_atnumeric337 unique values
0 missing
215245_x_atnumeric346 unique values
0 missing
217617_atnumeric340 unique values
0 missing
218074_atnumeric346 unique values
0 missing
218605_atnumeric345 unique values
0 missing
219463_atnumeric330 unique values
0 missing
221449_s_atnumeric344 unique values
0 missing
222391_atnumeric343 unique values
0 missing
223075_s_atnumeric333 unique values
0 missing
224254_x_atnumeric346 unique values
0 missing
224837_atnumeric346 unique values
0 missing
225293_atnumeric342 unique values
0 missing
225849_s_atnumeric346 unique values
0 missing
226496_atnumeric344 unique values
0 missing
227265_atnumeric344 unique values
0 missing
228376_atnumeric340 unique values
0 missing
230000_atnumeric343 unique values
0 missing
233093_s_atnumeric343 unique values
0 missing
238320_atnumeric347 unique values
0 missing
32128_atnumeric347 unique values
0 missing
1552256_a_atnumeric344 unique values
0 missing
1560587_s_atnumeric344 unique values
0 missing
200686_s_atnumeric346 unique values
0 missing
200975_atnumeric346 unique values
0 missing
201289_atnumeric347 unique values
0 missing
201602_s_atnumeric339 unique values
0 missing
201955_atnumeric344 unique values
0 missing
202370_s_atnumeric347 unique values
0 missing
202795_x_atnumeric346 unique values
0 missing
203315_atnumeric343 unique values
0 missing
203875_atnumeric343 unique values
0 missing
204491_atnumeric340 unique values
0 missing
205242_atnumeric336 unique values
0 missing
206201_s_atnumeric326 unique values
0 missing
207809_s_atnumeric345 unique values
0 missing
208763_s_atnumeric347 unique values
0 missing
209116_x_atnumeric346 unique values
0 missing
209623_atnumeric345 unique values
0 missing
210517_s_atnumeric345 unique values
0 missing
211716_x_atnumeric345 unique values
0 missing
212219_atnumeric345 unique values
0 missing
212671_s_atnumeric345 unique values
0 missing
213316_atnumeric338 unique values
0 missing
214079_atnumeric328 unique values
0 missing
215273_s_atnumeric344 unique values
0 missing
217626_atnumeric331 unique values
0 missing
218076_s_atnumeric343 unique values
0 missing
218606_atnumeric343 unique values
0 missing
219471_atnumeric346 unique values
0 missing
221452_s_atnumeric346 unique values
0 missing
222392_x_atnumeric347 unique values
0 missing
223077_atnumeric343 unique values
0 missing
224281_s_atnumeric345 unique values
0 missing
224838_atnumeric346 unique values
0 missing
225294_s_atnumeric344 unique values
0 missing
225850_atnumeric346 unique values
0 missing
226499_atnumeric346 unique values
0 missing
227266_s_atnumeric340 unique values
0 missing
228377_atnumeric334 unique values
0 missing
230002_atnumeric345 unique values
0 missing
233111_atnumeric325 unique values
0 missing
238337_s_atnumeric342 unique values
0 missing
32502_atnumeric338 unique values
0 missing
1552257_a_atnumeric343 unique values
0 missing
1560622_atnumeric344 unique values
0 missing
200687_s_atnumeric345 unique values
0 missing
200976_s_atnumeric346 unique values
0 missing
201290_atnumeric347 unique values
0 missing
201603_atnumeric344 unique values
0 missing
201956_s_atnumeric346 unique values
0 missing
202371_atnumeric344 unique values
0 missing
202796_atnumeric343 unique values
0 missing
203316_s_atnumeric346 unique values
0 missing
203876_s_atnumeric337 unique values
0 missing
204502_atnumeric340 unique values
0 missing
205249_atnumeric342 unique values
0 missing
206204_atnumeric334 unique values
0 missing
207812_s_atnumeric346 unique values
0 missing
208764_s_atnumeric347 unique values
0 missing
209118_s_atnumeric347 unique values
0 missing
209627_s_atnumeric344 unique values
0 missing
210519_s_atnumeric347 unique values
0 missing
211719_x_atnumeric346 unique values
0 missing
212221_x_atnumeric347 unique values
0 missing
212673_atnumeric345 unique values
0 missing
213317_atnumeric346 unique values
0 missing
214080_x_atnumeric344 unique values
0 missing
215299_x_atnumeric347 unique values
0 missing
217653_x_atnumeric343 unique values
0 missing
218078_s_atnumeric346 unique values
0 missing
218611_atnumeric346 unique values
0 missing
219476_atnumeric345 unique values
0 missing
221471_atnumeric347 unique values
0 missing
222393_s_atnumeric343 unique values
0 missing
223079_s_atnumeric341 unique values
0 missing
224284_x_atnumeric346 unique values
0 missing
224840_atnumeric346 unique values
0 missing
225295_atnumeric345 unique values
0 missing
225852_atnumeric344 unique values
0 missing
226505_x_atnumeric343 unique values
0 missing
227274_atnumeric343 unique values
0 missing
228396_atnumeric337 unique values
0 missing
230006_s_atnumeric342 unique values
0 missing
233123_atnumeric345 unique values
0 missing
238430_x_atnumeric347 unique values
0 missing
32837_atnumeric345 unique values
0 missing
1552281_atnumeric344 unique values
0 missing
1560661_x_atnumeric340 unique values
0 missing
200689_x_atnumeric347 unique values
0 missing
200977_s_atnumeric347 unique values
0 missing
201291_s_atnumeric347 unique values
0 missing
201604_s_atnumeric338 unique values
0 missing
201957_atnumeric340 unique values
0 missing
202372_atnumeric338 unique values
0 missing
202797_atnumeric347 unique values
0 missing
203318_s_atnumeric343 unique values
0 missing
203878_s_atnumeric342 unique values
0 missing
204508_s_atnumeric343 unique values
0 missing
205251_atnumeric346 unique values
0 missing
206207_atnumeric341 unique values
0 missing
207814_atnumeric326 unique values
0 missing
208765_s_atnumeric346 unique values
0 missing
209120_atnumeric346 unique values
0 missing
209628_atnumeric338 unique values
0 missing
210524_x_atnumeric343 unique values
0 missing
211720_x_atnumeric347 unique values
0 missing
212222_atnumeric345 unique values
0 missing
212675_s_atnumeric338 unique values
0 missing
213318_s_atnumeric344 unique values
0 missing
214085_x_atnumeric346 unique values
0 missing
215306_atnumeric339 unique values
0 missing
217671_atnumeric340 unique values
0 missing
218082_s_atnumeric340 unique values
0 missing
218614_atnumeric343 unique values
0 missing
219478_atnumeric346 unique values
0 missing
221472_atnumeric345 unique values
0 missing
222394_atnumeric343 unique values
0 missing
223081_atnumeric344 unique values
0 missing
224288_x_atnumeric347 unique values
0 missing
224841_x_atnumeric346 unique values
0 missing
225297_atnumeric344 unique values
0 missing
225853_atnumeric346 unique values
0 missing
226506_atnumeric344 unique values
0 missing
227277_atnumeric341 unique values
0 missing
228400_atnumeric344 unique values
0 missing
230029_x_atnumeric344 unique values
0 missing
233173_x_atnumeric342 unique values
0 missing
238439_atnumeric346 unique values
0 missing
33132_atnumeric342 unique values
0 missing
1552309_a_atnumeric341 unique values
0 missing
1560741_atnumeric343 unique values
0 missing
200691_s_atnumeric346 unique values
0 missing
200978_atnumeric347 unique values
0 missing
201292_atnumeric346 unique values
0 missing
201605_x_atnumeric345 unique values
0 missing
201959_s_atnumeric347 unique values
0 missing
202373_s_atnumeric345 unique values
0 missing
202798_atnumeric342 unique values
0 missing
203319_s_atnumeric346 unique values
0 missing
203880_atnumeric346 unique values
0 missing
204516_atnumeric346 unique values
0 missing
205255_x_atnumeric345 unique values
0 missing
206208_atnumeric337 unique values
0 missing
207821_s_atnumeric342 unique values
0 missing
208766_s_atnumeric347 unique values
0 missing
209121_x_atnumeric343 unique values
0 missing
209630_s_atnumeric343 unique values
0 missing
210532_s_atnumeric346 unique values
0 missing
211725_s_atnumeric344 unique values
0 missing
212224_atnumeric344 unique values
0 missing
212677_s_atnumeric344 unique values
0 missing
213325_atnumeric342 unique values
0 missing
214087_s_atnumeric318 unique values
0 missing
215313_x_atnumeric347 unique values
0 missing
217673_x_atnumeric345 unique values
0 missing
218084_x_atnumeric347 unique values
0 missing
218618_s_atnumeric346 unique values
0 missing
219485_s_atnumeric344 unique values
0 missing
221473_x_atnumeric346 unique values
0 missing
222395_s_atnumeric345 unique values
0 missing
223082_atnumeric345 unique values
0 missing
224298_s_atnumeric341 unique values
0 missing
224842_atnumeric345 unique values
0 missing
225299_atnumeric343 unique values
0 missing
225856_atnumeric343 unique values
0 missing
226507_atnumeric344 unique values
0 missing
227278_atnumeric343 unique values
0 missing
228409_atnumeric311 unique values
0 missing
230030_atnumeric342 unique values
0 missing
233198_atnumeric340 unique values
0 missing
238447_atnumeric342 unique values
0 missing
33304_atnumeric341 unique values
0 missing
1552348_atnumeric337 unique values
0 missing
1560754_atnumeric333 unique values
0 missing
200692_s_atnumeric344 unique values
0 missing
200979_atnumeric344 unique values
0 missing
201293_x_atnumeric347 unique values
0 missing
201606_s_atnumeric345 unique values
0 missing
201960_s_atnumeric343 unique values
0 missing
202375_atnumeric340 unique values
0 missing
202800_atnumeric344 unique values
0 missing
203321_s_atnumeric343 unique values
0 missing
203881_s_atnumeric342 unique values
0 missing
204517_atnumeric346 unique values
0 missing
205258_atnumeric342 unique values
0 missing
206209_s_atnumeric336 unique values
0 missing
207826_s_atnumeric345 unique values
0 missing
208767_s_atnumeric345 unique values
0 missing
209122_atnumeric345 unique values
0 missing
209633_atnumeric344 unique values
0 missing
210538_s_atnumeric346 unique values
0 missing
211726_s_atnumeric339 unique values
0 missing
212226_s_atnumeric345 unique values
0 missing
212680_x_atnumeric345 unique values
0 missing
213327_s_atnumeric346 unique values
0 missing
214088_s_atnumeric346 unique values
0 missing
215333_x_atnumeric342 unique values
0 missing
217678_atnumeric343 unique values
0 missing
218085_atnumeric344 unique values
0 missing
218622_atnumeric345 unique values
0 missing
219489_s_atnumeric347 unique values
0 missing
221474_atnumeric347 unique values
0 missing
222396_atnumeric343 unique values
0 missing
223084_s_atnumeric343 unique values
0 missing
224301_x_atnumeric345 unique values
0 missing
224847_atnumeric343 unique values
0 missing
225301_s_atnumeric347 unique values
0 missing
225857_s_atnumeric346 unique values
0 missing
226508_atnumeric345 unique values
0 missing
227279_atnumeric344 unique values
0 missing
228415_atnumeric342 unique values
0 missing
230078_atnumeric344 unique values
0 missing
233223_atnumeric341 unique values
0 missing
238449_atnumeric346 unique values
0 missing
33322_i_atnumeric347 unique values
0 missing
1552349_a_atnumeric326 unique values
0 missing
1561195_atnumeric343 unique values
0 missing
200693_atnumeric346 unique values
0 missing
200980_s_atnumeric346 unique values
0 missing
201294_s_atnumeric342 unique values
0 missing
201608_s_atnumeric344 unique values
0 missing
201963_atnumeric343 unique values
0 missing
202376_atnumeric346 unique values
0 missing
202803_s_atnumeric344 unique values
0 missing
203323_atnumeric342 unique values
0 missing
203882_atnumeric345 unique values
0 missing
204518_s_atnumeric345 unique values
0 missing
205259_atnumeric341 unique values
0 missing
206214_atnumeric346 unique values
0 missing
207828_s_atnumeric346 unique values
0 missing
208768_x_atnumeric347 unique values
0 missing
209123_atnumeric345 unique values
0 missing
209635_atnumeric346 unique values
0 missing
210540_s_atnumeric341 unique values
0 missing
211727_s_atnumeric346 unique values
0 missing
212227_x_atnumeric347 unique values
0 missing
212685_s_atnumeric346 unique values
0 missing
213330_s_atnumeric345 unique values
0 missing
214091_s_atnumeric344 unique values
0 missing
215336_atnumeric342 unique values
0 missing
217679_x_atnumeric347 unique values
0 missing
218086_atnumeric346 unique values
0 missing
218625_atnumeric342 unique values
0 missing
219496_atnumeric342 unique values
0 missing
221475_s_atnumeric347 unique values
0 missing
222398_s_atnumeric343 unique values
0 missing
223085_atnumeric343 unique values
0 missing
224302_s_atnumeric344 unique values
0 missing
224848_atnumeric347 unique values
0 missing
225302_atnumeric340 unique values
0 missing
225858_s_atnumeric346 unique values
0 missing
226512_atnumeric346 unique values
0 missing
227282_atnumeric333 unique values
0 missing
228423_atnumeric339 unique values
0 missing
230083_atnumeric337 unique values
0 missing
233268_s_atnumeric346 unique values
0 missing
238478_atnumeric346 unique values
0 missing
33323_r_atnumeric347 unique values
0 missing
1552365_atnumeric335 unique values
0 missing
1561346_atnumeric345 unique values
0 missing
200694_s_atnumeric344 unique values
0 missing
200981_x_atnumeric347 unique values
0 missing
201296_s_atnumeric347 unique values
0 missing
201609_x_atnumeric346 unique values
0 missing
201966_atnumeric342 unique values
0 missing
202377_atnumeric346 unique values
0 missing
202804_atnumeric346 unique values
0 missing
203324_s_atnumeric345 unique values
0 missing
203883_s_atnumeric346 unique values
0 missing
204519_s_atnumeric338 unique values
0 missing
205263_atnumeric345 unique values
0 missing
206216_atnumeric340 unique values
0 missing
207830_s_atnumeric341 unique values
0 missing
208770_s_atnumeric343 unique values
0 missing
209124_atnumeric342 unique values
0 missing
209641_s_atnumeric346 unique values
0 missing
210543_s_atnumeric342 unique values
0 missing
211729_x_atnumeric343 unique values
0 missing
212228_s_atnumeric343 unique values
0 missing
212686_atnumeric344 unique values
0 missing
213338_atnumeric343 unique values
0 missing
214093_s_atnumeric343 unique values
0 missing
215338_s_atnumeric343 unique values
0 missing
217691_x_atnumeric343 unique values
0 missing
218087_s_atnumeric344 unique values
0 missing
218627_atnumeric345 unique values
0 missing
219497_s_atnumeric339 unique values
0 missing
221476_s_atnumeric347 unique values
0 missing
222399_s_atnumeric347 unique values
0 missing
223086_x_atnumeric347 unique values
0 missing
224309_s_atnumeric347 unique values
0 missing
224849_atnumeric340 unique values
0 missing
225304_s_atnumeric344 unique values
0 missing
225859_atnumeric345 unique values
0 missing
226517_atnumeric343 unique values
0 missing
227291_s_atnumeric343 unique values
0 missing
228429_x_atnumeric341 unique values
0 missing
230085_atnumeric342 unique values
0 missing
233296_x_atnumeric343 unique values
0 missing
238481_atnumeric330 unique values
0 missing
34031_i_atnumeric343 unique values
0 missing
1552426_a_atnumeric339 unique values
0 missing
1561421_a_atnumeric330 unique values
0 missing
200695_atnumeric343 unique values
0 missing
200982_s_atnumeric344 unique values
0 missing
201298_s_atnumeric343 unique values
0 missing
201612_atnumeric344 unique values
0 missing
201967_atnumeric342 unique values
0 missing
202378_s_atnumeric346 unique values
0 missing
202806_atnumeric342 unique values
0 missing
203325_s_atnumeric347 unique values
0 missing
203884_s_atnumeric334 unique values
0 missing
204526_s_atnumeric342 unique values
0 missing
205266_atnumeric339 unique values
0 missing
206224_atnumeric338 unique values
0 missing
207836_s_atnumeric339 unique values
0 missing
208771_s_atnumeric346 unique values
0 missing
209125_atnumeric326 unique values
0 missing
209644_x_atnumeric346 unique values
0 missing
210544_s_atnumeric341 unique values
0 missing
211730_s_atnumeric345 unique values
0 missing
212229_s_atnumeric346 unique values
0 missing
212687_atnumeric346 unique values
0 missing
213342_atnumeric344 unique values
0 missing
214096_s_atnumeric345 unique values
0 missing
215363_x_atnumeric334 unique values
0 missing
217703_x_atnumeric343 unique values
0 missing
218088_s_atnumeric341 unique values
0 missing
218628_atnumeric346 unique values
0 missing
219498_s_atnumeric342 unique values
0 missing
221477_s_atnumeric347 unique values
0 missing
222400_s_atnumeric346 unique values
0 missing
223087_atnumeric346 unique values
0 missing
224318_s_atnumeric343 unique values
0 missing
224850_atnumeric341 unique values
0 missing
225305_atnumeric339 unique values
0 missing
225860_atnumeric342 unique values
0 missing
226518_atnumeric344 unique values
0 missing
227297_atnumeric340 unique values
0 missing
228434_atnumeric345 unique values
0 missing
230093_atnumeric340 unique values
0 missing
233300_atnumeric343 unique values
0 missing
238513_atnumeric345 unique values
0 missing
34210_atnumeric338 unique values
0 missing
1552504_a_atnumeric340 unique values
0 missing
1561754_atnumeric347 unique values
0 missing
200696_s_atnumeric346 unique values
0 missing
200983_x_atnumeric347 unique values
0 missing
201300_s_atnumeric346 unique values
0 missing
201613_s_atnumeric342 unique values
0 missing
201968_s_atnumeric347 unique values
0 missing
202379_s_atnumeric345 unique values
0 missing
202808_atnumeric347 unique values
0 missing
203327_atnumeric341 unique values
0 missing
203887_s_atnumeric346 unique values
0 missing
204528_s_atnumeric346 unique values
0 missing
205267_atnumeric345 unique values
0 missing
206227_atnumeric341 unique values
0 missing
207842_s_atnumeric341 unique values
0 missing
208773_s_atnumeric345 unique values
0 missing
209126_x_atnumeric336 unique values
0 missing
209651_atnumeric346 unique values
0 missing
210547_x_atnumeric343 unique values
0 missing
211733_x_atnumeric346 unique values
0 missing
212230_atnumeric345 unique values
0 missing
212688_atnumeric347 unique values
0 missing
213347_x_atnumeric347 unique values
0 missing
214097_atnumeric345 unique values
0 missing
215373_x_atnumeric345 unique values
0 missing
217704_x_atnumeric345 unique values
0 missing
218089_atnumeric338 unique values
0 missing
218631_atnumeric345 unique values
0 missing
219505_atnumeric342 unique values
0 missing
221478_atnumeric346 unique values
0 missing
222401_s_atnumeric347 unique values
0 missing
223088_x_atnumeric342 unique values
0 missing
224321_atnumeric339 unique values
0 missing
224851_atnumeric347 unique values
0 missing
225306_s_atnumeric342 unique values
0 missing
225861_atnumeric342 unique values
0 missing
226520_atnumeric345 unique values
0 missing
227305_s_atnumeric342 unique values
0 missing
228439_atnumeric342 unique values
0 missing
230097_atnumeric346 unique values
0 missing
233329_s_atnumeric342 unique values
0 missing
238536_atnumeric340 unique values
0 missing
34471_atnumeric255 unique values
0 missing
1552509_a_atnumeric330 unique values
0 missing
1561817_atnumeric296 unique values
0 missing
200697_atnumeric342 unique values
0 missing
200984_s_atnumeric346 unique values
0 missing
201301_s_atnumeric347 unique values
0 missing
201614_s_atnumeric345 unique values
0 missing
201970_s_atnumeric343 unique values
0 missing
202381_atnumeric347 unique values
0 missing
202809_s_atnumeric342 unique values
0 missing
203329_atnumeric341 unique values
0 missing
203889_atnumeric345 unique values
0 missing
204529_s_atnumeric340 unique values
0 missing
205269_atnumeric343 unique values
0 missing
206228_atnumeric330 unique values
0 missing
207843_x_atnumeric345 unique values
0 missing
208774_atnumeric343 unique values
0 missing
209129_atnumeric344 unique values
0 missing
209655_s_atnumeric339 unique values
0 missing
210554_s_atnumeric346 unique values
0 missing
211737_x_atnumeric336 unique values
0 missing
212231_atnumeric343 unique values
0 missing
212689_s_atnumeric344 unique values
0 missing
213348_atnumeric341 unique values
0 missing
214100_x_atnumeric346 unique values
0 missing
215379_x_atnumeric347 unique values
0 missing
217707_x_atnumeric346 unique values
0 missing
218090_s_atnumeric342 unique values
0 missing
218638_s_atnumeric346 unique values
0 missing
219506_atnumeric342 unique values
0 missing
221479_s_atnumeric345 unique values
0 missing
222402_atnumeric339 unique values
0 missing
223090_x_atnumeric342 unique values
0 missing
224325_atnumeric333 unique values
0 missing
224852_atnumeric336 unique values
0 missing
225307_atnumeric344 unique values
0 missing
225864_atnumeric345 unique values
0 missing
226523_atnumeric341 unique values
0 missing
227314_atnumeric345 unique values
0 missing
228443_s_atnumeric343 unique values
0 missing
230099_atnumeric344 unique values
0 missing
233364_s_atnumeric342 unique values
0 missing
238544_atnumeric337 unique values
0 missing
34764_atnumeric344 unique values
0 missing
1552519_atnumeric344 unique values
0 missing
1561937_x_atnumeric345 unique values
0 missing
200698_atnumeric346 unique values
0 missing
200985_s_atnumeric344 unique values
0 missing
201302_atnumeric347 unique values
0 missing
201616_s_atnumeric346 unique values
0 missing
201971_s_atnumeric340 unique values
0 missing
202382_s_atnumeric339 unique values
0 missing
202810_atnumeric344 unique values
0 missing
203333_atnumeric334 unique values
0 missing
203892_atnumeric342 unique values
0 missing
204532_x_atnumeric344 unique values
0 missing
205270_s_atnumeric342 unique values
0 missing
206239_s_atnumeric346 unique values
0 missing
207847_s_atnumeric346 unique values
0 missing
208775_atnumeric346 unique values
0 missing
209130_atnumeric345 unique values
0 missing
209656_s_atnumeric345 unique values
0 missing
210559_s_atnumeric347 unique values
0 missing
211742_s_atnumeric340 unique values
0 missing
212232_atnumeric345 unique values
0 missing
212690_atnumeric344 unique values
0 missing
213349_atnumeric343 unique values
0 missing
214104_atnumeric342 unique values
0 missing
215380_s_atnumeric346 unique values
0 missing
217715_x_atnumeric340 unique values
0 missing
218093_s_atnumeric346 unique values
0 missing
218640_s_atnumeric345 unique values
0 missing
219508_atnumeric346 unique values
0 missing
221481_x_atnumeric347 unique values
0 missing
222404_x_atnumeric345 unique values
0 missing
223092_atnumeric346 unique values
0 missing
224327_s_atnumeric340 unique values
0 missing
224856_atnumeric342 unique values
0 missing
225308_s_atnumeric342 unique values
0 missing
225865_x_atnumeric346 unique values
0 missing
226525_atnumeric345 unique values
0 missing
227319_atnumeric340 unique values
0 missing
228454_atnumeric340 unique values
0 missing
230102_atnumeric338 unique values
0 missing
233369_atnumeric339 unique values
0 missing
238549_atnumeric343 unique values
0 missing
35147_atnumeric344 unique values
0 missing
1552594_atnumeric319 unique values
0 missing
1561956_atnumeric332 unique values
0 missing
200699_atnumeric346 unique values
0 missing
200986_atnumeric344 unique values
0 missing
201303_atnumeric343 unique values
0 missing
201617_x_atnumeric347 unique values
0 missing
201972_atnumeric346 unique values
0 missing
202387_atnumeric344 unique values
0 missing
202813_atnumeric342 unique values
0 missing
203335_atnumeric346 unique values
0 missing
203893_atnumeric344 unique values
0 missing
204533_atnumeric345 unique values
0 missing
205273_s_atnumeric345 unique values
0 missing
206243_atnumeric326 unique values
0 missing
207850_atnumeric345 unique values
0 missing
208777_s_atnumeric347 unique values
0 missing
209134_s_atnumeric347 unique values
0 missing
209658_atnumeric344 unique values
0 missing
210561_s_atnumeric346 unique values
0 missing
211744_s_atnumeric343 unique values
0 missing
212233_atnumeric346 unique values
0 missing
212692_s_atnumeric347 unique values
0 missing
213350_atnumeric344 unique values
0 missing
214106_s_atnumeric347 unique values
0 missing
215382_x_atnumeric344 unique values
0 missing
217716_s_atnumeric343 unique values
0 missing
218094_s_atnumeric343 unique values
0 missing
218641_atnumeric342 unique values
0 missing
219511_s_atnumeric342 unique values
0 missing
221482_s_atnumeric342 unique values
0 missing
222405_atnumeric346 unique values
0 missing
223096_atnumeric346 unique values
0 missing
224330_s_atnumeric346 unique values
0 missing
224857_s_atnumeric345 unique values
0 missing
225309_atnumeric343 unique values
0 missing
225866_atnumeric345 unique values
0 missing
226529_atnumeric346 unique values
0 missing
227322_s_atnumeric345 unique values
0 missing
228462_atnumeric319 unique values
0 missing
230105_atnumeric299 unique values
0 missing
233413_atnumeric323 unique values
0 missing
238563_atnumeric344 unique values
0 missing
35148_atnumeric344 unique values
0 missing
1552610_a_atnumeric343 unique values
0 missing
1562062_atnumeric345 unique values
0 missing
200700_s_atnumeric347 unique values
0 missing
200987_x_atnumeric344 unique values
0 missing
201304_atnumeric346 unique values
0 missing
201618_x_atnumeric343 unique values
0 missing
201973_s_atnumeric346 unique values
0 missing
202388_atnumeric343 unique values
0 missing
202814_s_atnumeric342 unique values
0 missing
203336_s_atnumeric342 unique values
0 missing
203895_atnumeric347 unique values
0 missing
204537_s_atnumeric345 unique values
0 missing
205278_atnumeric302 unique values
0 missing
206245_s_atnumeric347 unique values
0 missing
207876_s_atnumeric341 unique values
0 missing
208778_s_atnumeric345 unique values
0 missing
209135_atnumeric347 unique values
0 missing
209659_s_atnumeric345 unique values
0 missing
210563_x_atnumeric345 unique values
0 missing
211745_x_atnumeric347 unique values
0 missing
212236_x_atnumeric340 unique values
0 missing
212694_s_atnumeric345 unique values
0 missing
213353_atnumeric340 unique values
0 missing
214109_atnumeric344 unique values
0 missing
215383_x_atnumeric343 unique values
0 missing
217717_s_atnumeric345 unique values
0 missing
218095_s_atnumeric345 unique values
0 missing
218642_s_atnumeric343 unique values
0 missing
219517_atnumeric344 unique values
0 missing
221483_s_atnumeric347 unique values
0 missing
222406_s_atnumeric339 unique values
0 missing
223097_atnumeric343 unique values
0 missing
224331_s_atnumeric344 unique values
0 missing
224858_atnumeric346 unique values
0 missing
225310_atnumeric344 unique values
0 missing
225871_atnumeric343 unique values
0 missing
226534_atnumeric346 unique values
0 missing
227325_atnumeric337 unique values
0 missing
228463_atnumeric343 unique values
0 missing
230130_atnumeric346 unique values
0 missing
233427_x_atnumeric342 unique values
0 missing
238581_atnumeric333 unique values
0 missing
35201_atnumeric345 unique values
0 missing
1552615_atnumeric339 unique values
0 missing
1562063_x_atnumeric344 unique values
0 missing
200701_atnumeric345 unique values
0 missing
200989_atnumeric347 unique values
0 missing
201305_x_atnumeric346 unique values
0 missing
201619_atnumeric347 unique values
0 missing
201975_atnumeric339 unique values
0 missing
202391_atnumeric347 unique values
0 missing
202820_atnumeric345 unique values
0 missing
203338_atnumeric346 unique values
0 missing
203896_s_atnumeric347 unique values
0 missing
204538_x_atnumeric347 unique values
0 missing
205286_atnumeric339 unique values
0 missing
206262_atnumeric342 unique values
0 missing
207912_s_atnumeric264 unique values
0 missing
208779_x_atnumeric345 unique values
0 missing
209138_x_atnumeric347 unique values
0 missing
209662_atnumeric346 unique values
0 missing
210574_s_atnumeric344 unique values
0 missing
211746_x_atnumeric346 unique values
0 missing
212237_atnumeric343 unique values
0 missing
212696_s_atnumeric345 unique values
0 missing
213356_x_atnumeric347 unique values
0 missing
214110_s_atnumeric342 unique values
0 missing
215388_s_atnumeric346 unique values
0 missing
217718_s_atnumeric347 unique values
0 missing
218096_atnumeric346 unique values
0 missing
218644_atnumeric345 unique values
0 missing
219525_atnumeric331 unique values
0 missing
221484_atnumeric343 unique values
0 missing
222408_s_atnumeric342 unique values
0 missing
223098_s_atnumeric344 unique values
0 missing
224333_s_atnumeric343 unique values
0 missing
224861_atnumeric342 unique values
0 missing
225312_atnumeric345 unique values
0 missing
225872_atnumeric343 unique values
0 missing
226535_atnumeric344 unique values
0 missing
227334_atnumeric345 unique values
0 missing
228477_atnumeric346 unique values
0 missing
230131_x_atnumeric342 unique values
0 missing
233442_atnumeric340 unique values
0 missing
238593_atnumeric338 unique values
0 missing
35626_atnumeric341 unique values
0 missing
1552619_a_atnumeric346 unique values
0 missing
1562755_atnumeric341 unique values
0 missing
200703_atnumeric347 unique values
0 missing
200990_atnumeric343 unique values
0 missing
201306_s_atnumeric347 unique values
0 missing
201621_atnumeric345 unique values
0 missing
201976_s_atnumeric347 unique values
0 missing
202393_s_atnumeric345 unique values
0 missing
202822_atnumeric346 unique values
0 missing
203341_atnumeric339 unique values
0 missing
203897_atnumeric347 unique values
0 missing
204540_atnumeric324 unique values
0 missing
205289_atnumeric345 unique values
0 missing
206268_atnumeric344 unique values
0 missing
207922_s_atnumeric346 unique values
0 missing
208780_x_atnumeric346 unique values
0 missing
209139_s_atnumeric347 unique values
0 missing
209667_atnumeric346 unique values
0 missing
210580_x_atnumeric346 unique values
0 missing
211747_s_atnumeric346 unique values
0 missing
212239_atnumeric341 unique values
0 missing
212697_atnumeric341 unique values
0 missing
213357_atnumeric346 unique values
0 missing
214112_s_atnumeric341 unique values
0 missing
215389_s_atnumeric332 unique values
0 missing
217719_atnumeric347 unique values
0 missing
218097_s_atnumeric341 unique values
0 missing
218646_atnumeric343 unique values
0 missing
219529_atnumeric344 unique values
0 missing
221485_atnumeric343 unique values
0 missing
222409_atnumeric346 unique values
0 missing
223099_s_atnumeric342 unique values
0 missing
224342_x_atnumeric344 unique values
0 missing
224862_atnumeric341 unique values
0 missing
225314_atnumeric347 unique values
0 missing
225878_atnumeric336 unique values
0 missing
226538_atnumeric345 unique values
0 missing
227337_atnumeric343 unique values
0 missing
228478_atnumeric345 unique values
0 missing
230147_atnumeric341 unique values
0 missing
233555_s_atnumeric341 unique values
0 missing
238595_atnumeric343 unique values
0 missing
35666_atnumeric343 unique values
0 missing
1552621_atnumeric342 unique values
0 missing
1562771_atnumeric315 unique values
0 missing
200704_atnumeric347 unique values
0 missing
200991_s_atnumeric344 unique values
0 missing
201307_atnumeric342 unique values
0 missing
201622_atnumeric345 unique values
0 missing
201978_s_atnumeric343 unique values
0 missing
202395_atnumeric347 unique values
0 missing
202824_s_atnumeric346 unique values
0 missing
203343_atnumeric346 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
347
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
0.7
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
0.81
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
114099.26
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
1.61
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
0.87
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
31.52
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
765.67
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
0.07
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
-0.37
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
0.74
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
18.62
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
375.81
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
14.94
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.95
Average class difference between consecutive instances.
RandomTreeDepth2AUC
0.87
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
0.04
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
48334.52
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
17.58
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
2839.33
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
0.93
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
0.07
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
0.86
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
61
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.01
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
0.04
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
0.74
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
20.7
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
2.98
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
0.87
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
0.04
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
3512.81
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
0.04
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
1.92
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1448.4
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
0.93
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
0.07
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
0.86
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
0.86
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
943.65
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
0.85
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
0.04
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
0.74
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
0.94
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
0.09
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
0.93
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
0.04
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
1.03
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
0.7
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NErrRate
0.04
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
0.96
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
0.86
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
2.65
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
513.46
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
0.85
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
0.03
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
82.42
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1658.16
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
0.09
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
0.67
Entropy of the target attribute values.
kNN1NKappa
0.89
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
4.79
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
0.7
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
0.85
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
0.96
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.1
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1554.07
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
0.09
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
0.06
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
346.72
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
43.81
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Show all 107 properties

15 tasks

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