Data
AP_Ovary_Kidney

AP_Ovary_Kidney

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
  • Bioinformatics Biology Health Oncology 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)numeric458 unique values
0 missing
1561754_atnumeric455 unique values
0 missing
200697_atnumeric451 unique values
0 missing
200986_atnumeric457 unique values
0 missing
201306_s_atnumeric458 unique values
0 missing
201635_s_atnumeric454 unique values
0 missing
201994_atnumeric458 unique values
0 missing
202424_atnumeric450 unique values
0 missing
202868_s_atnumeric455 unique values
0 missing
203401_atnumeric454 unique values
0 missing
203983_atnumeric451 unique values
0 missing
204648_atnumeric447 unique values
0 missing
205419_atnumeric449 unique values
0 missing
206332_s_atnumeric455 unique values
0 missing
207981_s_atnumeric452 unique values
0 missing
208812_x_atnumeric458 unique values
0 missing
209191_atnumeric453 unique values
0 missing
209750_atnumeric456 unique values
0 missing
210754_s_atnumeric453 unique values
0 missing
211799_x_atnumeric456 unique values
0 missing
212297_atnumeric455 unique values
0 missing
212806_atnumeric450 unique values
0 missing
213438_atnumeric452 unique values
0 missing
214263_x_atnumeric453 unique values
0 missing
215692_s_atnumeric432 unique values
0 missing
217750_s_atnumeric453 unique values
0 missing
218168_s_atnumeric455 unique values
0 missing
218729_atnumeric452 unique values
0 missing
219768_atnumeric431 unique values
0 missing
221558_s_atnumeric453 unique values
0 missing
222478_atnumeric451 unique values
0 missing
223213_s_atnumeric454 unique values
0 missing
224566_atnumeric458 unique values
0 missing
224963_atnumeric448 unique values
0 missing
225419_atnumeric456 unique values
0 missing
226025_atnumeric452 unique values
0 missing
226722_atnumeric455 unique values
0 missing
227558_atnumeric457 unique values
0 missing
228772_atnumeric451 unique values
0 missing
230599_atnumeric453 unique values
0 missing
233955_x_atnumeric454 unique values
0 missing
238706_atnumeric455 unique values
0 missing
244567_atnumeric431 unique values
0 missing
1007_s_atnumeric455 unique values
0 missing
1561937_x_atnumeric445 unique values
0 missing
200698_atnumeric458 unique values
0 missing
200989_atnumeric458 unique values
0 missing
201307_atnumeric451 unique values
0 missing
201636_atnumeric453 unique values
0 missing
201995_atnumeric452 unique values
0 missing
202427_s_atnumeric457 unique values
0 missing
202869_atnumeric454 unique values
0 missing
203403_s_atnumeric455 unique values
0 missing
203987_atnumeric453 unique values
0 missing
204653_atnumeric451 unique values
0 missing
205432_atnumeric436 unique values
0 missing
206336_atnumeric438 unique values
0 missing
207983_s_atnumeric452 unique values
0 missing
208813_atnumeric453 unique values
0 missing
209194_atnumeric458 unique values
0 missing
209752_atnumeric432 unique values
0 missing
210756_s_atnumeric456 unique values
0 missing
211806_s_atnumeric454 unique values
0 missing
212298_atnumeric455 unique values
0 missing
212807_s_atnumeric449 unique values
0 missing
213441_x_atnumeric439 unique values
0 missing
214271_x_atnumeric458 unique values
0 missing
215693_x_atnumeric450 unique values
0 missing
217751_atnumeric456 unique values
0 missing
218170_atnumeric451 unique values
0 missing
218730_s_atnumeric425 unique values
0 missing
219773_atnumeric455 unique values
0 missing
221561_atnumeric452 unique values
0 missing
222482_atnumeric454 unique values
0 missing
223215_s_atnumeric454 unique values
0 missing
224567_x_atnumeric457 unique values
0 missing
224964_s_atnumeric456 unique values
0 missing
225421_atnumeric447 unique values
0 missing
226028_atnumeric453 unique values
0 missing
226723_atnumeric448 unique values
0 missing
227561_atnumeric455 unique values
0 missing
228776_atnumeric454 unique values
0 missing
230602_atnumeric440 unique values
0 missing
233992_x_atnumeric453 unique values
0 missing
238717_atnumeric443 unique values
0 missing
244579_atnumeric444 unique values
0 missing
121_atnumeric456 unique values
0 missing
1561951_atnumeric422 unique values
0 missing
200699_atnumeric457 unique values
0 missing
200990_atnumeric451 unique values
0 missing
201309_x_atnumeric453 unique values
0 missing
201637_s_atnumeric454 unique values
0 missing
201997_s_atnumeric450 unique values
0 missing
202428_x_atnumeric457 unique values
0 missing
202870_s_atnumeric438 unique values
0 missing
203404_atnumeric457 unique values
0 missing
203989_x_atnumeric451 unique values
0 missing
204655_atnumeric450 unique values
0 missing
205433_atnumeric435 unique values
0 missing
206340_atnumeric452 unique values
0 missing
207986_x_atnumeric450 unique values
0 missing
208815_x_atnumeric452 unique values
0 missing
209199_s_atnumeric456 unique values
0 missing
209755_atnumeric378 unique values
0 missing
210757_x_atnumeric458 unique values
0 missing
211813_x_atnumeric458 unique values
0 missing
212307_s_atnumeric452 unique values
0 missing
212811_x_atnumeric445 unique values
0 missing
213451_x_atnumeric451 unique values
0 missing
214274_s_atnumeric454 unique values
0 missing
215695_s_atnumeric429 unique values
0 missing
217752_s_atnumeric458 unique values
0 missing
218171_atnumeric455 unique values
0 missing
218735_s_atnumeric441 unique values
0 missing
219777_atnumeric453 unique values
0 missing
221566_s_atnumeric451 unique values
0 missing
222484_s_atnumeric451 unique values
0 missing
223216_x_atnumeric457 unique values
0 missing
224568_x_atnumeric458 unique values
0 missing
224967_atnumeric458 unique values
0 missing
225422_atnumeric453 unique values
0 missing
226031_atnumeric449 unique values
0 missing
226726_atnumeric446 unique values
0 missing
227566_atnumeric449 unique values
0 missing
228780_atnumeric451 unique values
0 missing
230618_s_atnumeric449 unique values
0 missing
234000_s_atnumeric457 unique values
0 missing
238720_atnumeric403 unique values
0 missing
244612_atnumeric448 unique values
0 missing
1405_i_atnumeric451 unique values
0 missing
1561956_atnumeric438 unique values
0 missing
200700_s_atnumeric458 unique values
0 missing
200991_s_atnumeric453 unique values
0 missing
201310_s_atnumeric458 unique values
0 missing
201639_s_atnumeric451 unique values
0 missing
201998_atnumeric456 unique values
0 missing
202429_s_atnumeric453 unique values
0 missing
202872_atnumeric447 unique values
0 missing
203405_atnumeric455 unique values
0 missing
203997_atnumeric452 unique values
0 missing
204658_atnumeric450 unique values
0 missing
205434_s_atnumeric452 unique values
0 missing
206350_atnumeric426 unique values
0 missing
207988_s_atnumeric456 unique values
0 missing
208816_x_atnumeric456 unique values
0 missing
209200_atnumeric449 unique values
0 missing
209757_s_atnumeric446 unique values
0 missing
210759_s_atnumeric456 unique values
0 missing
211828_s_atnumeric447 unique values
0 missing
212311_atnumeric455 unique values
0 missing
212812_atnumeric456 unique values
0 missing
213453_x_atnumeric458 unique values
0 missing
214279_s_atnumeric445 unique values
0 missing
215696_s_atnumeric453 unique values
0 missing
217753_s_atnumeric458 unique values
0 missing
218172_s_atnumeric449 unique values
0 missing
218736_s_atnumeric451 unique values
0 missing
219778_atnumeric448 unique values
0 missing
221567_atnumeric452 unique values
0 missing
222486_s_atnumeric448 unique values
0 missing
223217_s_atnumeric458 unique values
0 missing
224569_s_atnumeric458 unique values
0 missing
224968_atnumeric452 unique values
0 missing
225424_atnumeric438 unique values
0 missing
226032_atnumeric452 unique values
0 missing
226731_atnumeric457 unique values
0 missing
227567_atnumeric452 unique values
0 missing
228785_atnumeric455 unique values
0 missing
230621_atnumeric455 unique values
0 missing
234032_atnumeric454 unique values
0 missing
238750_atnumeric454 unique values
0 missing
244655_atnumeric451 unique values
0 missing
1487_atnumeric447 unique values
0 missing
1562062_atnumeric457 unique values
0 missing
200701_atnumeric458 unique values
0 missing
200992_atnumeric457 unique values
0 missing
201311_s_atnumeric456 unique values
0 missing
201641_atnumeric458 unique values
0 missing
201999_s_atnumeric457 unique values
0 missing
202430_s_atnumeric456 unique values
0 missing
202874_s_atnumeric453 unique values
0 missing
203407_atnumeric455 unique values
0 missing
203999_atnumeric431 unique values
0 missing
204661_atnumeric453 unique values
0 missing
205436_s_atnumeric453 unique values
0 missing
206363_atnumeric452 unique values
0 missing
207992_s_atnumeric447 unique values
0 missing
208817_atnumeric452 unique values
0 missing
209201_x_atnumeric452 unique values
0 missing
209758_s_atnumeric438 unique values
0 missing
210761_s_atnumeric452 unique values
0 missing
211848_s_atnumeric334 unique values
0 missing
212312_atnumeric453 unique values
0 missing
212813_atnumeric453 unique values
0 missing
213455_atnumeric457 unique values
0 missing
214280_x_atnumeric454 unique values
0 missing
215704_atnumeric413 unique values
0 missing
217755_atnumeric454 unique values
0 missing
218175_atnumeric450 unique values
0 missing
218738_s_atnumeric452 unique values
0 missing
219787_s_atnumeric453 unique values
0 missing
221568_s_atnumeric452 unique values
0 missing
222488_s_atnumeric455 unique values
0 missing
223218_s_atnumeric458 unique values
0 missing
224570_s_atnumeric455 unique values
0 missing
224970_atnumeric452 unique values
0 missing
225427_s_atnumeric458 unique values
0 missing
226035_atnumeric454 unique values
0 missing
226733_atnumeric439 unique values
0 missing
227569_atnumeric448 unique values
0 missing
228805_atnumeric450 unique values
0 missing
230626_atnumeric447 unique values
0 missing
234103_atnumeric436 unique values
0 missing
238756_atnumeric455 unique values
0 missing
244677_atnumeric449 unique values
0 missing
1552256_a_atnumeric455 unique values
0 missing
1562063_x_atnumeric454 unique values
0 missing
200703_atnumeric457 unique values
0 missing
200993_atnumeric455 unique values
0 missing
201312_s_atnumeric458 unique values
0 missing
201642_atnumeric456 unique values
0 missing
202000_atnumeric448 unique values
0 missing
202431_s_atnumeric456 unique values
0 missing
202876_s_atnumeric451 unique values
0 missing
203408_s_atnumeric456 unique values
0 missing
204004_atnumeric456 unique values
0 missing
204663_atnumeric451 unique values
0 missing
205440_s_atnumeric450 unique values
0 missing
206367_atnumeric414 unique values
0 missing
208002_s_atnumeric449 unique values
0 missing
208818_s_atnumeric452 unique values
0 missing
209205_s_atnumeric454 unique values
0 missing
209759_s_atnumeric454 unique values
0 missing
210762_s_atnumeric455 unique values
0 missing
211858_x_atnumeric458 unique values
0 missing
212314_atnumeric458 unique values
0 missing
212814_atnumeric439 unique values
0 missing
213456_atnumeric398 unique values
0 missing
214282_atnumeric445 unique values
0 missing
215706_x_atnumeric452 unique values
0 missing
217756_x_atnumeric457 unique values
0 missing
218176_atnumeric449 unique values
0 missing
218740_s_atnumeric454 unique values
0 missing
219789_atnumeric453 unique values
0 missing
221570_s_atnumeric454 unique values
0 missing
222489_s_atnumeric451 unique values
0 missing
223220_s_atnumeric447 unique values
0 missing
224571_atnumeric458 unique values
0 missing
224971_atnumeric451 unique values
0 missing
225431_x_atnumeric454 unique values
0 missing
226036_x_atnumeric452 unique values
0 missing
226736_atnumeric451 unique values
0 missing
227576_atnumeric453 unique values
0 missing
228824_s_atnumeric454 unique values
0 missing
230630_atnumeric451 unique values
0 missing
234107_s_atnumeric453 unique values
0 missing
238761_atnumeric452 unique values
0 missing
244723_atnumeric439 unique values
0 missing
1552257_a_atnumeric443 unique values
0 missing
1562194_atnumeric454 unique values
0 missing
200704_atnumeric457 unique values
0 missing
200994_atnumeric456 unique values
0 missing
201313_atnumeric454 unique values
0 missing
201644_atnumeric454 unique values
0 missing
202001_s_atnumeric456 unique values
0 missing
202432_atnumeric453 unique values
0 missing
202877_s_atnumeric455 unique values
0 missing
203409_atnumeric455 unique values
0 missing
204006_s_atnumeric456 unique values
0 missing
204664_atnumeric205 unique values
0 missing
205442_atnumeric450 unique values
0 missing
206373_atnumeric365 unique values
0 missing
208003_s_atnumeric448 unique values
0 missing
208819_atnumeric453 unique values
0 missing
209209_s_atnumeric448 unique values
0 missing
209763_atnumeric442 unique values
0 missing
210764_s_atnumeric454 unique values
0 missing
211862_x_atnumeric451 unique values
0 missing
212318_atnumeric451 unique values
0 missing
212816_s_atnumeric444 unique values
0 missing
213457_atnumeric453 unique values
0 missing
214288_s_atnumeric457 unique values
0 missing
215714_s_atnumeric452 unique values
0 missing
217757_atnumeric457 unique values
0 missing
218178_s_atnumeric452 unique values
0 missing
218750_atnumeric447 unique values
0 missing
219795_atnumeric421 unique values
0 missing
221577_x_atnumeric454 unique values
0 missing
222494_atnumeric455 unique values
0 missing
223223_atnumeric446 unique values
0 missing
224572_s_atnumeric450 unique values
0 missing
224972_atnumeric454 unique values
0 missing
225433_atnumeric452 unique values
0 missing
226038_atnumeric455 unique values
0 missing
226740_x_atnumeric457 unique values
0 missing
227580_s_atnumeric446 unique values
0 missing
228825_atnumeric451 unique values
0 missing
230645_atnumeric452 unique values
0 missing
234297_atnumeric446 unique values
0 missing
238763_atnumeric422 unique values
0 missing
244726_atnumeric452 unique values
0 missing
1552274_atnumeric445 unique values
0 missing
1562321_atnumeric443 unique values
0 missing
200705_s_atnumeric458 unique values
0 missing
200996_atnumeric455 unique values
0 missing
201315_x_atnumeric457 unique values
0 missing
201645_atnumeric455 unique values
0 missing
202003_s_atnumeric453 unique values
0 missing
202435_s_atnumeric450 unique values
0 missing
202878_s_atnumeric455 unique values
0 missing
203410_atnumeric449 unique values
0 missing
204007_atnumeric446 unique values
0 missing
204670_x_atnumeric458 unique values
0 missing
205445_atnumeric426 unique values
0 missing
206377_atnumeric433 unique values
0 missing
208006_atnumeric411 unique values
0 missing
208820_atnumeric453 unique values
0 missing
209210_s_atnumeric456 unique values
0 missing
209770_atnumeric456 unique values
0 missing
210766_s_atnumeric458 unique values
0 missing
211864_s_atnumeric456 unique values
0 missing
212320_atnumeric456 unique values
0 missing
212820_atnumeric452 unique values
0 missing
213460_x_atnumeric452 unique values
0 missing
214290_s_atnumeric458 unique values
0 missing
215716_s_atnumeric454 unique values
0 missing
217758_s_atnumeric457 unique values
0 missing
218180_s_atnumeric454 unique values
0 missing
218763_atnumeric455 unique values
0 missing
219796_s_atnumeric411 unique values
0 missing
221580_s_atnumeric458 unique values
0 missing
222495_atnumeric456 unique values
0 missing
223227_atnumeric454 unique values
0 missing
224573_atnumeric457 unique values
0 missing
224974_atnumeric447 unique values
0 missing
225435_atnumeric450 unique values
0 missing
226039_atnumeric453 unique values
0 missing
226742_atnumeric457 unique values
0 missing
227582_atnumeric446 unique values
0 missing
228827_atnumeric449 unique values
0 missing
230653_atnumeric453 unique values
0 missing
234302_s_atnumeric454 unique values
0 missing
238774_atnumeric453 unique values
0 missing
244740_atnumeric455 unique values
0 missing
1552275_s_atnumeric436 unique values
0 missing
1562587_atnumeric413 unique values
0 missing
200706_s_atnumeric456 unique values
0 missing
200997_atnumeric455 unique values
0 missing
201317_s_atnumeric455 unique values
0 missing
201646_atnumeric452 unique values
0 missing
202004_x_atnumeric452 unique values
0 missing
202436_s_atnumeric450 unique values
0 missing
202882_x_atnumeric456 unique values
0 missing
203411_s_atnumeric455 unique values
0 missing
204009_s_atnumeric454 unique values
0 missing
204671_s_atnumeric449 unique values
0 missing
205449_atnumeric448 unique values
0 missing
206378_atnumeric397 unique values
0 missing
208012_x_atnumeric449 unique values
0 missing
208821_atnumeric458 unique values
0 missing
209211_atnumeric441 unique values
0 missing
209771_x_atnumeric458 unique values
0 missing
210774_s_atnumeric457 unique values
0 missing
211868_x_atnumeric440 unique values
0 missing
212321_atnumeric446 unique values
0 missing
212824_atnumeric453 unique values
0 missing
213462_atnumeric449 unique values
0 missing
214295_atnumeric454 unique values
0 missing
215719_x_atnumeric453 unique values
0 missing
217759_atnumeric454 unique values
0 missing
218181_s_atnumeric458 unique values
0 missing
218764_atnumeric455 unique values
0 missing
219799_s_atnumeric439 unique values
0 missing
221582_atnumeric455 unique values
0 missing
222496_s_atnumeric456 unique values
0 missing
223228_atnumeric452 unique values
0 missing
224574_atnumeric449 unique values
0 missing
224975_atnumeric451 unique values
0 missing
225436_atnumeric448 unique values
0 missing
226041_atnumeric446 unique values
0 missing
226744_atnumeric448 unique values
0 missing
227586_atnumeric446 unique values
0 missing
228834_atnumeric458 unique values
0 missing
230656_s_atnumeric453 unique values
0 missing
234312_s_atnumeric456 unique values
0 missing
238778_atnumeric443 unique values
0 missing
244741_s_atnumeric449 unique values
0 missing
1552348_atnumeric430 unique values
0 missing
1562755_atnumeric448 unique values
0 missing
200707_atnumeric454 unique values
0 missing
200998_s_atnumeric456 unique values
0 missing
201318_s_atnumeric456 unique values
0 missing
201648_atnumeric455 unique values
0 missing
202005_atnumeric453 unique values
0 missing
202437_s_atnumeric455 unique values
0 missing
202887_s_atnumeric456 unique values
0 missing
203413_atnumeric449 unique values
0 missing
204011_atnumeric453 unique values
0 missing
204673_atnumeric434 unique values
0 missing
205453_atnumeric457 unique values
0 missing
206385_s_atnumeric456 unique values
0 missing
208025_s_atnumeric436 unique values
0 missing
208822_s_atnumeric457 unique values
0 missing
209212_s_atnumeric447 unique values
0 missing
209772_s_atnumeric457 unique values
0 missing
210776_x_atnumeric448 unique values
0 missing
211881_x_atnumeric446 unique values
0 missing
212322_atnumeric454 unique values
0 missing
212826_s_atnumeric458 unique values
0 missing
213465_s_atnumeric455 unique values
0 missing
214303_x_atnumeric329 unique values
0 missing
215726_s_atnumeric458 unique values
0 missing
217760_atnumeric453 unique values
0 missing
218182_s_atnumeric447 unique values
0 missing
218768_atnumeric454 unique values
0 missing
219803_atnumeric408 unique values
0 missing
221584_s_atnumeric451 unique values
0 missing
222497_x_atnumeric455 unique values
0 missing
223229_atnumeric449 unique values
0 missing
224575_atnumeric457 unique values
0 missing
224976_atnumeric450 unique values
0 missing
225439_atnumeric445 unique values
0 missing
226043_atnumeric450 unique values
0 missing
226745_atnumeric453 unique values
0 missing
227603_atnumeric448 unique values
0 missing
228841_atnumeric453 unique values
0 missing
230661_atnumeric446 unique values
0 missing
234331_s_atnumeric448 unique values
0 missing
238815_atnumeric428 unique values
0 missing
244745_atnumeric444 unique values
0 missing
1552349_a_atnumeric420 unique values
0 missing
1563104_atnumeric445 unique values
0 missing
200708_atnumeric456 unique values
0 missing
200999_s_atnumeric457 unique values
0 missing
201319_atnumeric457 unique values
0 missing
201649_atnumeric457 unique values
0 missing
202006_atnumeric455 unique values
0 missing
202440_s_atnumeric450 unique values
0 missing
202888_s_atnumeric457 unique values
0 missing
203414_atnumeric453 unique values
0 missing
204014_atnumeric439 unique values
0 missing
204674_atnumeric448 unique values
0 missing
205462_s_atnumeric452 unique values
0 missing
206391_atnumeric419 unique values
0 missing
208029_s_atnumeric456 unique values
0 missing
208824_x_atnumeric444 unique values
0 missing
209213_atnumeric450 unique values
0 missing
209773_s_atnumeric452 unique values
0 missing
210785_s_atnumeric451 unique values
0 missing
211883_x_atnumeric444 unique values
0 missing
212327_atnumeric455 unique values
0 missing
212829_atnumeric451 unique values
0 missing
213476_x_atnumeric453 unique values
0 missing
214305_s_atnumeric454 unique values
0 missing
215729_s_atnumeric367 unique values
0 missing
217761_atnumeric458 unique values
0 missing
218185_s_atnumeric447 unique values
0 missing
218772_x_atnumeric451 unique values
0 missing
219806_s_atnumeric453 unique values
0 missing
221588_x_atnumeric455 unique values
0 missing
222500_atnumeric449 unique values
0 missing
223231_atnumeric457 unique values
0 missing
224576_atnumeric455 unique values
0 missing
224981_atnumeric454 unique values
0 missing
225440_atnumeric451 unique values
0 missing
226047_atnumeric454 unique values
0 missing
226748_atnumeric455 unique values
0 missing
227607_atnumeric453 unique values
0 missing
228843_atnumeric456 unique values
0 missing
230669_atnumeric455 unique values
0 missing
234339_s_atnumeric454 unique values
0 missing
238835_atnumeric442 unique values
0 missing
244753_atnumeric455 unique values
0 missing
1552362_a_atnumeric442 unique values
0 missing
1563209_a_atnumeric443 unique values
0 missing
200709_atnumeric457 unique values
0 missing
201000_atnumeric452 unique values
0 missing
201321_s_atnumeric450 unique values
0 missing
201650_atnumeric452 unique values
0 missing
202007_atnumeric455 unique values
0 missing
202441_atnumeric455 unique values
0 missing
202890_atnumeric456 unique values
0 missing
203415_atnumeric452 unique values
0 missing
204017_atnumeric453 unique values
0 missing
204675_atnumeric446 unique values
0 missing
205466_s_atnumeric440 unique values
0 missing
206392_s_atnumeric446 unique values
0 missing
208030_s_atnumeric457 unique values
0 missing
208825_x_atnumeric458 unique values
0 missing
209214_s_atnumeric456 unique values
0 missing
209774_x_atnumeric455 unique values
0 missing
210788_s_atnumeric457 unique values
0 missing
211896_s_atnumeric454 unique values
0 missing
212328_atnumeric457 unique values
0 missing
212830_atnumeric448 unique values
0 missing
213477_x_atnumeric458 unique values
0 missing
214308_s_atnumeric449 unique values
0 missing
215735_s_atnumeric453 unique values
0 missing
217762_s_atnumeric454 unique values
0 missing
218186_atnumeric444 unique values
0 missing
218773_s_atnumeric453 unique values
0 missing
219816_s_atnumeric455 unique values
0 missing
221589_s_atnumeric450 unique values
0 missing
222512_atnumeric453 unique values
0 missing
223232_s_atnumeric445 unique values
0 missing
224577_atnumeric453 unique values
0 missing
224983_atnumeric455 unique values
0 missing
225441_x_atnumeric453 unique values
0 missing
226050_atnumeric456 unique values
0 missing
226751_atnumeric452 unique values
0 missing
227609_atnumeric454 unique values
0 missing
228850_s_atnumeric444 unique values
0 missing
230673_atnumeric352 unique values
0 missing
234341_x_atnumeric457 unique values
0 missing
238846_atnumeric438 unique values
0 missing
244780_atnumeric453 unique values
0 missing
1552365_atnumeric448 unique values
0 missing
1563431_x_atnumeric455 unique values
0 missing
200710_atnumeric456 unique values
0 missing
201001_s_atnumeric452 unique values
0 missing
201322_atnumeric457 unique values
0 missing
201651_s_atnumeric457 unique values
0 missing
202011_atnumeric456 unique values
0 missing
202442_atnumeric457 unique values
0 missing
202893_atnumeric453 unique values
0 missing
203416_atnumeric455 unique values
0 missing
204018_x_atnumeric457 unique values
0 missing
204677_atnumeric457 unique values
0 missing
205470_s_atnumeric437 unique values
0 missing
206404_atnumeric446 unique values
0 missing
208051_s_atnumeric457 unique values
0 missing
208826_x_atnumeric457 unique values
0 missing
209216_atnumeric449 unique values
0 missing
209780_atnumeric455 unique values
0 missing
210794_s_atnumeric434 unique values
0 missing
211908_x_atnumeric411 unique values
0 missing
212329_atnumeric451 unique values
0 missing
212833_atnumeric453 unique values
0 missing
213478_atnumeric455 unique values
0 missing
214315_x_atnumeric455 unique values
0 missing
215772_x_atnumeric457 unique values
0 missing
217763_s_atnumeric455 unique values
0 missing
218187_s_atnumeric447 unique values
0 missing
218774_atnumeric451 unique values
0 missing
219819_s_atnumeric454 unique values
0 missing
221593_s_atnumeric451 unique values
0 missing
222513_s_atnumeric458 unique values
0 missing
223233_s_atnumeric448 unique values
0 missing
224578_atnumeric454 unique values
0 missing
224984_atnumeric453 unique values
0 missing
225442_atnumeric448 unique values
0 missing
226051_atnumeric457 unique values
0 missing
226752_atnumeric452 unique values
0 missing
227614_atnumeric449 unique values
0 missing
228854_atnumeric456 unique values
0 missing
230682_x_atnumeric454 unique values
0 missing
234366_x_atnumeric445 unique values
0 missing
238853_atnumeric452 unique values
0 missing
244881_atnumeric452 unique values
0 missing
1552367_a_atnumeric420 unique values
0 missing
1564479_a_atnumeric455 unique values
0 missing
200711_s_atnumeric457 unique values
0 missing
201002_s_atnumeric452 unique values
0 missing
201323_atnumeric449 unique values
0 missing
201652_atnumeric456 unique values
0 missing
202016_atnumeric457 unique values
0 missing
202443_x_atnumeric458 unique values
0 missing
202897_atnumeric452 unique values
0 missing
203417_atnumeric448 unique values
0 missing
204019_s_atnumeric455 unique values
0 missing
204679_atnumeric456 unique values
0 missing
205471_s_atnumeric452 unique values
0 missing
206414_s_atnumeric453 unique values
0 missing
208070_s_atnumeric448 unique values
0 missing
208827_atnumeric455 unique values
0 missing
209218_atnumeric455 unique values
0 missing
209781_s_atnumeric453 unique values
0 missing
210807_s_atnumeric443 unique values
0 missing
211911_x_atnumeric458 unique values
0 missing
212330_atnumeric452 unique values
0 missing
212840_atnumeric449 unique values
0 missing
213479_atnumeric451 unique values
0 missing
214316_x_atnumeric456 unique values
0 missing
215773_x_atnumeric446 unique values
0 missing
217764_s_atnumeric453 unique values
0 missing
218188_s_atnumeric454 unique values
0 missing
218775_s_atnumeric455 unique values
0 missing
219821_s_atnumeric449 unique values
0 missing
221597_s_atnumeric449 unique values
0 missing
222514_atnumeric445 unique values
0 missing
223235_s_atnumeric454 unique values
0 missing
224579_atnumeric457 unique values
0 missing
224985_atnumeric453 unique values
0 missing
225445_atnumeric451 unique values
0 missing
226052_atnumeric450 unique values
0 missing
226756_atnumeric451 unique values
0 missing
227621_atnumeric456 unique values
0 missing
228863_atnumeric451 unique values
0 missing
230707_atnumeric448 unique values
0 missing
234388_atnumeric440 unique values
0 missing
238865_atnumeric440 unique values
0 missing
266_s_atnumeric458 unique values
0 missing
1552368_atnumeric434 unique values
0 missing
1564494_s_atnumeric450 unique values
0 missing
200712_s_atnumeric450 unique values
0 missing
201003_x_atnumeric450 unique values
0 missing
201324_atnumeric456 unique values
0 missing
201653_atnumeric455 unique values
0 missing
202017_atnumeric456 unique values
0 missing
202446_s_atnumeric456 unique values
0 missing
202899_s_atnumeric456 unique values
0 missing
203420_atnumeric453 unique values
0 missing
204020_atnumeric458 unique values
0 missing
204681_s_atnumeric452 unique values
0 missing
205473_atnumeric432 unique values
0 missing
206418_atnumeric348 unique values
0 missing
208073_x_atnumeric457 unique values
0 missing
208828_atnumeric452 unique values
0 missing
209219_atnumeric453 unique values
0 missing
209785_s_atnumeric449 unique values
0 missing
210809_s_atnumeric457 unique values
0 missing
211919_s_atnumeric457 unique values
0 missing
212331_atnumeric458 unique values
0 missing
212841_s_atnumeric446 unique values
0 missing
213491_x_atnumeric457 unique values
0 missing
214317_x_atnumeric458 unique values
0 missing
215780_s_atnumeric452 unique values
0 missing
217766_s_atnumeric454 unique values
0 missing
218189_s_atnumeric451 unique values
0 missing
218779_x_atnumeric449 unique values
0 missing
219823_atnumeric423 unique values
0 missing
221605_s_atnumeric441 unique values
0 missing
222516_atnumeric453 unique values
0 missing
223239_atnumeric451 unique values
0 missing
224581_s_atnumeric454 unique values
0 missing
224986_s_atnumeric451 unique values
0 missing
225447_atnumeric452 unique values
0 missing
226055_atnumeric450 unique values
0 missing
226757_atnumeric452 unique values
0 missing
227622_atnumeric451 unique values
0 missing
228904_atnumeric455 unique values
0 missing
230712_atnumeric449 unique values
0 missing
234512_x_atnumeric458 unique values
0 missing
238876_atnumeric452 unique values
0 missing
31845_atnumeric450 unique values
0 missing
1552426_a_atnumeric455 unique values
0 missing
1564521_x_atnumeric448 unique values
0 missing
200713_s_atnumeric454 unique values
0 missing
201004_atnumeric457 unique values
0 missing
201325_s_atnumeric455 unique values
0 missing
201655_s_atnumeric456 unique values
0 missing
202018_s_atnumeric413 unique values
0 missing
202447_atnumeric456 unique values
0 missing
202900_s_atnumeric456 unique values
0 missing
203423_atnumeric454 unique values
0 missing
204023_atnumeric453 unique values
0 missing
204682_atnumeric453 unique values
0 missing
205475_atnumeric427 unique values
0 missing
206422_atnumeric323 unique values
0 missing
208074_s_atnumeric453 unique values
0 missing
208829_atnumeric458 unique values
0 missing
209220_atnumeric438 unique values
0 missing
209786_atnumeric453 unique values
0 missing
210817_s_atnumeric453 unique values
0 missing
211921_x_atnumeric457 unique values
0 missing
212333_atnumeric452 unique values
0 missing
212842_x_atnumeric455 unique values
0 missing
213492_atnumeric440 unique values
0 missing
214321_atnumeric449 unique values
0 missing
215785_s_atnumeric454 unique values
0 missing
217767_atnumeric458 unique values
0 missing
218190_s_atnumeric457 unique values
0 missing
218780_atnumeric457 unique values
0 missing
219833_s_atnumeric444 unique values
0 missing
221607_x_atnumeric457 unique values
0 missing
222518_atnumeric447 unique values
0 missing
223240_atnumeric447 unique values
0 missing
224582_s_atnumeric451 unique values
0 missing
224989_atnumeric452 unique values
0 missing
225450_atnumeric453 unique values
0 missing
226062_x_atnumeric455 unique values
0 missing
226760_atnumeric452 unique values
0 missing
227623_atnumeric455 unique values
0 missing
228912_atnumeric440 unique values
0 missing
230722_atnumeric457 unique values
0 missing
234562_x_atnumeric444 unique values
0 missing
238877_atnumeric433 unique values
0 missing
32128_atnumeric454 unique values
0 missing
1552455_atnumeric451 unique values
0 missing
1565162_s_atnumeric457 unique values
0 missing
200714_x_atnumeric453 unique values
0 missing
201005_atnumeric458 unique values
0 missing
201326_atnumeric454 unique values
0 missing
201656_atnumeric455 unique values
0 missing
202020_s_atnumeric456 unique values
0 missing
202449_s_atnumeric456 unique values
0 missing
202901_x_atnumeric452 unique values
0 missing
203424_s_atnumeric438 unique values
0 missing
204026_s_atnumeric454 unique values
0 missing
204685_s_atnumeric450 unique values
0 missing
205476_atnumeric434 unique values
0 missing
206423_atnumeric387 unique values
0 missing
208078_s_atnumeric453 unique values
0 missing
208833_s_atnumeric456 unique values
0 missing
209222_s_atnumeric453 unique values
0 missing
209787_s_atnumeric456 unique values
0 missing
210825_s_atnumeric457 unique values
0 missing
211922_s_atnumeric455 unique values
0 missing
212334_atnumeric457 unique values
0 missing
212843_atnumeric450 unique values
0 missing
213502_x_atnumeric455 unique values
0 missing
214323_s_atnumeric453 unique values
0 missing
215807_s_atnumeric443 unique values
0 missing
217768_atnumeric457 unique values
0 missing
218191_s_atnumeric458 unique values
0 missing
218782_s_atnumeric446 unique values
0 missing
219836_atnumeric429 unique values
0 missing
221613_s_atnumeric454 unique values
0 missing
222521_x_atnumeric454 unique values
0 missing
223243_s_atnumeric453 unique values
0 missing
224583_atnumeric457 unique values
0 missing
224990_atnumeric453 unique values
0 missing
225457_s_atnumeric454 unique values
0 missing
226065_atnumeric453 unique values
0 missing
226762_atnumeric447 unique values
0 missing
227625_s_atnumeric457 unique values
0 missing
228915_atnumeric449 unique values
0 missing
230733_atnumeric453 unique values
0 missing
234643_x_atnumeric445 unique values
0 missing
238878_atnumeric423 unique values
0 missing
32625_atnumeric448 unique values
0 missing
1552519_atnumeric428 unique values
0 missing
1565228_s_atnumeric357 unique values
0 missing
200715_x_atnumeric458 unique values
0 missing
201007_atnumeric456 unique values
0 missing
201327_s_atnumeric458 unique values
0 missing
201658_atnumeric451 unique values
0 missing
202021_x_atnumeric458 unique values
0 missing
202450_s_atnumeric456 unique values
0 missing
202902_s_atnumeric455 unique values
0 missing
203429_s_atnumeric456 unique values
0 missing
204028_s_atnumeric455 unique values
0 missing
204686_atnumeric452 unique values
0 missing
205478_atnumeric419 unique values
0 missing
206424_atnumeric396 unique values
0 missing
208079_s_atnumeric447 unique values
0 missing
208834_x_atnumeric458 unique values
0 missing
209224_s_atnumeric458 unique values
0 missing
209788_s_atnumeric455 unique values
0 missing
210827_s_atnumeric456 unique values
0 missing
211924_s_atnumeric447 unique values
0 missing
212335_atnumeric455 unique values
0 missing
212845_atnumeric450 unique values
0 missing
213503_x_atnumeric457 unique values
0 missing
214327_x_atnumeric458 unique values
0 missing
215812_s_atnumeric451 unique values
0 missing
217769_s_atnumeric458 unique values
0 missing
218192_atnumeric451 unique values
0 missing
218788_s_atnumeric446 unique values
0 missing
219837_s_atnumeric409 unique values
0 missing
221619_s_atnumeric458 unique values
0 missing
222529_atnumeric457 unique values
0 missing
223244_s_atnumeric456 unique values
0 missing
224584_atnumeric455 unique values
0 missing
224995_atnumeric457 unique values
0 missing
225458_atnumeric442 unique values
0 missing
226066_atnumeric455 unique values
0 missing
226763_atnumeric455 unique values
0 missing
227627_atnumeric451 unique values
0 missing
228918_atnumeric442 unique values
0 missing
230746_s_atnumeric456 unique values
0 missing
234672_s_atnumeric452 unique values
0 missing
238883_atnumeric457 unique values
0 missing
32837_atnumeric447 unique values
0 missing
1552566_atnumeric253 unique values
0 missing
1565358_atnumeric445 unique values
0 missing
200716_x_atnumeric458 unique values
0 missing
201008_s_atnumeric458 unique values
0 missing
201328_atnumeric457 unique values
0 missing
201659_s_atnumeric455 unique values
0 missing
202022_atnumeric449 unique values
0 missing
202451_atnumeric453 unique values
0 missing
202905_x_atnumeric451 unique values
0 missing
203430_atnumeric456 unique values
0 missing
204029_atnumeric451 unique values
0 missing
204688_atnumeric453 unique values
0 missing
205479_s_atnumeric454 unique values
0 missing
206426_atnumeric407 unique values
0 missing
208082_x_atnumeric453 unique values
0 missing
208835_s_atnumeric454 unique values
0 missing
209225_x_atnumeric456 unique values
0 missing
209790_s_atnumeric456 unique values
0 missing
210830_s_atnumeric455 unique values
0 missing
211926_s_atnumeric457 unique values
0 missing
212337_atnumeric454 unique values
0 missing
212846_atnumeric457 unique values
0 missing
213506_atnumeric458 unique values
0 missing
214328_s_atnumeric458 unique values
0 missing
215813_s_atnumeric452 unique values
0 missing
217770_atnumeric449 unique values
0 missing
218194_atnumeric455 unique values
0 missing
218793_s_atnumeric451 unique values
0 missing
219848_s_atnumeric449 unique values
0 missing
221620_s_atnumeric450 unique values
0 missing
222530_s_atnumeric449 unique values
0 missing
223249_atnumeric451 unique values
0 missing
224585_x_atnumeric458 unique values
0 missing
224996_atnumeric455 unique values
0 missing
225462_atnumeric455 unique values
0 missing
226067_atnumeric315 unique values
0 missing
226769_atnumeric455 unique values
0 missing
227628_atnumeric453 unique values
0 missing
228919_atnumeric453 unique values
0 missing
230748_atnumeric444 unique values
0 missing
234675_x_atnumeric458 unique values
0 missing
238902_atnumeric455 unique values
0 missing
33132_atnumeric453 unique values
0 missing
1552610_a_atnumeric456 unique values
0 missing
1565717_s_atnumeric456 unique values
0 missing
200717_x_atnumeric458 unique values
0 missing
201009_s_atnumeric457 unique values
0 missing
201329_s_atnumeric450 unique values
0 missing
201660_atnumeric450 unique values
0 missing
202023_atnumeric456 unique values
0 missing
202454_s_atnumeric454 unique values
0 missing
202906_s_atnumeric450 unique values
0 missing
203432_atnumeric450 unique values
0 missing
204030_s_atnumeric456 unique values
0 missing
204690_atnumeric453 unique values
0 missing
205480_s_atnumeric456 unique values
0 missing
206427_s_atnumeric392 unique values
0 missing
208091_s_atnumeric454 unique values
0 missing
208836_atnumeric453 unique values
0 missing
209226_s_atnumeric456 unique values
0 missing
209791_atnumeric447 unique values
0 missing
210831_s_atnumeric427 unique values
0 missing
211927_x_atnumeric457 unique values
0 missing
212338_atnumeric449 unique values
0 missing
212848_s_atnumeric453 unique values
0 missing
213507_s_atnumeric457 unique values
0 missing
214329_x_atnumeric456 unique values
0 missing
215823_x_atnumeric457 unique values
0 missing
217771_atnumeric456 unique values
0 missing
218195_atnumeric452 unique values
0 missing
218795_atnumeric450 unique values
0 missing
219850_s_atnumeric447 unique values
0 missing
221622_s_atnumeric451 unique values
0 missing
222531_s_atnumeric452 unique values
0 missing
223250_atnumeric456 unique values
0 missing
224586_x_atnumeric458 unique values
0 missing
224997_x_atnumeric451 unique values
0 missing
225463_x_atnumeric452 unique values
0 missing
226068_atnumeric447 unique values
0 missing
226773_atnumeric446 unique values
0 missing
227629_atnumeric432 unique values
0 missing
228927_atnumeric447 unique values
0 missing
230772_atnumeric443 unique values
0 missing
234722_x_atnumeric329 unique values
0 missing
238909_atnumeric454 unique values
0 missing
33304_atnumeric449 unique values
0 missing
1552621_atnumeric454 unique values
0 missing
1566145_s_atnumeric455 unique values
0 missing
200718_s_atnumeric458 unique values
0 missing
201010_s_atnumeric458 unique values
0 missing
201330_atnumeric456 unique values
0 missing
201661_s_atnumeric452 unique values
0 missing
202024_atnumeric454 unique values
0 missing
202457_s_atnumeric454 unique values
0 missing
202907_s_atnumeric455 unique values
0 missing
203434_s_atnumeric450 unique values
0 missing
204031_s_atnumeric458 unique values
0 missing
204694_atnumeric405 unique values
0 missing
205483_s_atnumeric454 unique values
0 missing
206430_atnumeric386 unique values
0 missing
208095_s_atnumeric458 unique values
0 missing
208837_atnumeric449 unique values
0 missing
209228_x_atnumeric453 unique values
0 missing
209792_s_atnumeric386 unique values
0 missing
210832_x_atnumeric440 unique values
0 missing
211928_atnumeric454 unique values
0 missing
212341_atnumeric456 unique values
0 missing
212850_s_atnumeric443 unique values
0 missing
213509_x_atnumeric455 unique values
0 missing
214334_x_atnumeric458 unique values
0 missing
215836_s_atnumeric453 unique values
0 missing
217772_s_atnumeric454 unique values
0 missing
218196_atnumeric454 unique values
0 missing
218796_atnumeric437 unique values
0 missing
219862_s_atnumeric452 unique values
0 missing
221636_s_atnumeric454 unique values
0 missing
222533_atnumeric454 unique values
0 missing
223251_s_atnumeric445 unique values
0 missing
224587_atnumeric457 unique values
0 missing
224998_atnumeric452 unique values
0 missing
225464_atnumeric454 unique values
0 missing
226077_atnumeric458 unique values
0 missing
226777_atnumeric447 unique values
0 missing
227641_atnumeric456 unique values
0 missing
228933_atnumeric451 unique values
0 missing
230788_atnumeric454 unique values
0 missing
234723_x_atnumeric455 unique values
0 missing
238913_atnumeric450 unique values
0 missing
33322_i_atnumeric457 unique values
0 missing
1552622_s_atnumeric450 unique values
0 missing
1566303_s_atnumeric452 unique values
0 missing
200722_s_atnumeric451 unique values
0 missing
201011_atnumeric453 unique values
0 missing
201331_s_atnumeric453 unique values
0 missing
201662_s_atnumeric452 unique values
0 missing
202026_atnumeric457 unique values
0 missing
202458_atnumeric456 unique values
0 missing
202908_atnumeric446 unique values
0 missing
203435_s_atnumeric440 unique values
0 missing
204033_atnumeric449 unique values
0 missing
204697_s_atnumeric429 unique values
0 missing
205488_atnumeric452 unique values
0 missing
206432_atnumeric417 unique values
0 missing
208096_s_atnumeric441 unique values
0 missing
208838_atnumeric452 unique values
0 missing
209230_s_atnumeric456 unique values
0 missing
209795_atnumeric439 unique values
0 missing
210835_s_atnumeric458 unique values
0 missing
211929_atnumeric456 unique values
0 missing
212344_atnumeric449 unique values
0 missing
212852_s_atnumeric456 unique values
0 missing
213510_x_atnumeric455 unique values
0 missing
214351_x_atnumeric458 unique values
0 missing
215856_atnumeric448 unique values
0 missing
217773_s_atnumeric458 unique values
0 missing
218197_s_atnumeric454 unique values
0 missing
218802_atnumeric452 unique values
0 missing
219863_atnumeric448 unique values
0 missing
221637_s_atnumeric448 unique values
0 missing
222536_s_atnumeric445 unique values
0 missing
223253_atnumeric457 unique values
0 missing
224588_atnumeric440 unique values
0 missing
224999_atnumeric455 unique values
0 missing
225467_s_atnumeric448 unique values
0 missing
226084_atnumeric455 unique values
0 missing
226779_atnumeric454 unique values
0 missing
227642_atnumeric449 unique values
0 missing
228943_atnumeric428 unique values
0 missing
230791_atnumeric455 unique values
0 missing
234725_s_atnumeric454 unique values
0 missing
238967_atnumeric450 unique values
0 missing
33323_r_atnumeric451 unique values
0 missing
1552628_a_atnumeric453 unique values
0 missing
1566342_atnumeric453 unique values
0 missing
200723_s_atnumeric458 unique values
0 missing
201012_atnumeric457 unique values
0 missing
201334_s_atnumeric457 unique values
0 missing
201663_s_atnumeric453 unique values
0 missing
202028_s_atnumeric454 unique values
0 missing
202459_s_atnumeric452 unique values
0 missing
202909_atnumeric455 unique values
0 missing
203438_atnumeric451 unique values
0 missing
204034_atnumeric447 unique values
0 missing
204698_atnumeric441 unique values
0 missing
205489_atnumeric452 unique values
0 missing
206438_x_atnumeric450 unique values
0 missing
208113_x_atnumeric458 unique values
0 missing
208839_s_atnumeric456 unique values
0 missing
209233_atnumeric451 unique values
0 missing
209796_s_atnumeric455 unique values
0 missing
210839_s_atnumeric455 unique values
0 missing
211930_atnumeric457 unique values
0 missing
212345_s_atnumeric458 unique values
0 missing
212854_x_atnumeric454 unique values
0 missing
213511_s_atnumeric450 unique values
0 missing
214352_s_atnumeric455 unique values
0 missing
215867_x_atnumeric458 unique values
0 missing
217774_s_atnumeric457 unique values
0 missing
218198_atnumeric454 unique values
0 missing
218804_atnumeric446 unique values
0 missing
219866_atnumeric452 unique values
0 missing
221645_s_atnumeric455 unique values
0 missing
222543_atnumeric456 unique values
0 missing
223259_atnumeric450 unique values
0 missing
224589_atnumeric445 unique values
0 missing
225000_atnumeric451 unique values
0 missing
225469_atnumeric455 unique values
0 missing
226085_atnumeric458 unique values
0 missing
226780_s_atnumeric452 unique values
0 missing
227646_atnumeric449 unique values
0 missing
228949_atnumeric453 unique values
0 missing
230793_atnumeric454 unique values
0 missing
234753_x_atnumeric448 unique values
0 missing
238974_atnumeric456 unique values
0 missing
33767_atnumeric428 unique values
0 missing
1552701_a_atnumeric456 unique values
0 missing
1566764_atnumeric446 unique values
0 missing
200725_x_atnumeric458 unique values
0 missing
201013_s_atnumeric457 unique values
0 missing
201336_atnumeric457 unique values
0 missing
201664_atnumeric452 unique values
0 missing
202029_x_atnumeric458 unique values
0 missing
202460_s_atnumeric449 unique values
0 missing
202910_s_atnumeric451 unique values
0 missing
203440_atnumeric454 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
458
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.
J48.001.Kappa
0.87
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
3.43
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
639.83
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
0.89
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
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
0.96
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
56.77
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
2099.91
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
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
0.04
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
260
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
8.27
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
0.99
Entropy of the target attribute values.
kNN1NKappa
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.09
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1534.89
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3AUC
0.89
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
0.95
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
457.79
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
49.52
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
REPTreeDepth3ErrRate
0.09
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
0.08
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
128601.8
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
2.21
Second quartile (Median) of skewness among attributes of the numeric type.
REPTreeDepth3Kappa
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
0.85
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
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
961.77
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1AUC
0.86
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
23.88
Number of attributes divided by the number of instances.
MaxNominalAttDistinctValues
2
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-0.23
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1ErrRate
0.13
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.
MaxSkewnessOfNumericAtts
21.39
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
469.63
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
24.78
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.96
Average class difference between consecutive instances.
RandomTreeDepth1Kappa
0.73
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
MaxStdDevOfNumericAtts
257331.42
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
43.23
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
2747.58
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
RandomTreeDepth2AUC
0.86
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
0.06
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
198
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
RandomTreeDepth2ErrRate
0.13
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
0.87
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanKurtosisOfNumericAtts
31.28
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
0.97
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
3.88
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
RandomTreeDepth2Kappa
0.73
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
MeanMeansOfNumericAtts
3361.59
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
0.03
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
3.58
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1812.36
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
RandomTreeDepth3AUC
0.86
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
0.06
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
0.94
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
924.93
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
0.89
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
RandomTreeDepth3ErrRate
0.13
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
0.87
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
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
RandomTreeDepth3Kappa
0.73
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
MeanNominalAttDistinctValues
2
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
1.46
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
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
0.06
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
Show all 107 properties

15 tasks

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