Data
AP_Prostate_Lung

AP_Prostate_Lung

active ARFF Publicly available Visibility: public Uploaded 07-10-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
  • Chemistry Life Science 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)numeric195 unique values
0 missing
1559156_atnumeric193 unique values
0 missing
200654_atnumeric195 unique values
0 missing
200950_atnumeric195 unique values
0 missing
201264_atnumeric194 unique values
0 missing
201585_s_atnumeric192 unique values
0 missing
201944_atnumeric194 unique values
0 missing
202370_s_atnumeric195 unique values
0 missing
202808_atnumeric195 unique values
0 missing
203327_atnumeric194 unique values
0 missing
203908_atnumeric195 unique values
0 missing
204500_s_atnumeric192 unique values
0 missing
205204_atnumeric193 unique values
0 missing
206082_atnumeric192 unique values
0 missing
207760_s_atnumeric195 unique values
0 missing
208761_s_atnumeric194 unique values
0 missing
209125_atnumeric192 unique values
0 missing
209641_s_atnumeric193 unique values
0 missing
210513_s_atnumeric193 unique values
0 missing
211649_x_atnumeric190 unique values
0 missing
212188_atnumeric194 unique values
0 missing
212653_s_atnumeric193 unique values
0 missing
213241_atnumeric195 unique values
0 missing
213998_s_atnumeric194 unique values
0 missing
215111_s_atnumeric194 unique values
0 missing
217339_x_atnumeric170 unique values
0 missing
218009_s_atnumeric194 unique values
0 missing
218546_atnumeric195 unique values
0 missing
219439_atnumeric194 unique values
0 missing
221481_x_atnumeric194 unique values
0 missing
222415_atnumeric195 unique values
0 missing
223113_atnumeric195 unique values
0 missing
224356_x_atnumeric195 unique values
0 missing
224889_atnumeric195 unique values
0 missing
225343_atnumeric192 unique values
0 missing
225927_atnumeric194 unique values
0 missing
226616_s_atnumeric195 unique values
0 missing
227413_atnumeric194 unique values
0 missing
228707_atnumeric192 unique values
0 missing
230656_s_atnumeric191 unique values
0 missing
234107_s_atnumeric192 unique values
0 missing
238689_atnumeric192 unique values
0 missing
244532_x_atnumeric193 unique values
0 missing
1007_s_atnumeric194 unique values
0 missing
1559167_x_atnumeric192 unique values
0 missing
200655_s_atnumeric195 unique values
0 missing
200951_s_atnumeric191 unique values
0 missing
201266_atnumeric195 unique values
0 missing
201586_s_atnumeric195 unique values
0 missing
201945_atnumeric193 unique values
0 missing
202371_atnumeric195 unique values
0 missing
202810_atnumeric194 unique values
0 missing
203329_atnumeric195 unique values
0 missing
203909_atnumeric195 unique values
0 missing
204501_atnumeric193 unique values
0 missing
205206_atnumeric193 unique values
0 missing
206089_atnumeric194 unique values
0 missing
207761_s_atnumeric195 unique values
0 missing
208763_s_atnumeric195 unique values
0 missing
209126_x_atnumeric193 unique values
0 missing
209644_x_atnumeric195 unique values
0 missing
210514_x_atnumeric195 unique values
0 missing
211650_x_atnumeric192 unique values
0 missing
212190_atnumeric195 unique values
0 missing
212654_atnumeric184 unique values
0 missing
213243_atnumeric194 unique values
0 missing
214003_x_atnumeric195 unique values
0 missing
215121_x_atnumeric195 unique values
0 missing
217356_s_atnumeric195 unique values
0 missing
218010_x_atnumeric194 unique values
0 missing
218552_atnumeric194 unique values
0 missing
219449_s_atnumeric194 unique values
0 missing
221482_s_atnumeric194 unique values
0 missing
222416_atnumeric194 unique values
0 missing
223120_atnumeric195 unique values
0 missing
224361_s_atnumeric189 unique values
0 missing
224890_s_atnumeric193 unique values
0 missing
225344_atnumeric195 unique values
0 missing
225929_s_atnumeric192 unique values
0 missing
226617_atnumeric195 unique values
0 missing
227415_atnumeric195 unique values
0 missing
228708_atnumeric195 unique values
0 missing
230669_atnumeric195 unique values
0 missing
234297_atnumeric195 unique values
0 missing
238701_x_atnumeric195 unique values
0 missing
244579_atnumeric193 unique values
0 missing
117_atnumeric195 unique values
0 missing
1559391_s_atnumeric195 unique values
0 missing
200656_s_atnumeric194 unique values
0 missing
200953_s_atnumeric195 unique values
0 missing
201267_s_atnumeric195 unique values
0 missing
201587_s_atnumeric195 unique values
0 missing
201946_s_atnumeric195 unique values
0 missing
202372_atnumeric195 unique values
0 missing
202812_atnumeric194 unique values
0 missing
203335_atnumeric195 unique values
0 missing
203910_atnumeric195 unique values
0 missing
204508_s_atnumeric189 unique values
0 missing
205207_atnumeric193 unique values
0 missing
206093_x_atnumeric194 unique values
0 missing
207769_s_atnumeric194 unique values
0 missing
208764_s_atnumeric194 unique values
0 missing
209129_atnumeric195 unique values
0 missing
209649_atnumeric195 unique values
0 missing
210517_s_atnumeric195 unique values
0 missing
211651_s_atnumeric195 unique values
0 missing
212191_x_atnumeric195 unique values
0 missing
212657_s_atnumeric192 unique values
0 missing
213246_atnumeric194 unique values
0 missing
214004_s_atnumeric194 unique values
0 missing
215123_atnumeric194 unique values
0 missing
217360_x_atnumeric191 unique values
0 missing
218011_atnumeric195 unique values
0 missing
218556_atnumeric194 unique values
0 missing
219454_atnumeric194 unique values
0 missing
221483_s_atnumeric194 unique values
0 missing
222417_s_atnumeric195 unique values
0 missing
223121_s_atnumeric194 unique values
0 missing
224364_s_atnumeric192 unique values
0 missing
224891_atnumeric193 unique values
0 missing
225350_s_atnumeric194 unique values
0 missing
225931_s_atnumeric194 unique values
0 missing
226620_x_atnumeric195 unique values
0 missing
227416_s_atnumeric195 unique values
0 missing
228715_atnumeric189 unique values
0 missing
230673_atnumeric177 unique values
0 missing
234302_s_atnumeric195 unique values
0 missing
238706_atnumeric195 unique values
0 missing
244612_atnumeric194 unique values
0 missing
121_atnumeric193 unique values
0 missing
1559410_atnumeric193 unique values
0 missing
200657_atnumeric194 unique values
0 missing
200954_atnumeric194 unique values
0 missing
201268_atnumeric194 unique values
0 missing
201588_atnumeric195 unique values
0 missing
201947_s_atnumeric195 unique values
0 missing
202373_s_atnumeric195 unique values
0 missing
202813_atnumeric195 unique values
0 missing
203336_s_atnumeric193 unique values
0 missing
203911_atnumeric195 unique values
0 missing
204513_s_atnumeric191 unique values
0 missing
205216_s_atnumeric191 unique values
0 missing
206094_x_atnumeric194 unique values
0 missing
207783_x_atnumeric195 unique values
0 missing
208765_s_atnumeric193 unique values
0 missing
209130_atnumeric195 unique values
0 missing
209651_atnumeric195 unique values
0 missing
210519_s_atnumeric195 unique values
0 missing
211652_s_atnumeric186 unique values
0 missing
212192_atnumeric195 unique values
0 missing
212658_atnumeric195 unique values
0 missing
213248_atnumeric192 unique values
0 missing
214007_s_atnumeric193 unique values
0 missing
215125_s_atnumeric191 unique values
0 missing
217362_x_atnumeric194 unique values
0 missing
218012_atnumeric195 unique values
0 missing
218557_atnumeric195 unique values
0 missing
219455_atnumeric194 unique values
0 missing
221484_atnumeric193 unique values
0 missing
222420_s_atnumeric195 unique values
0 missing
223122_s_atnumeric195 unique values
0 missing
224366_s_atnumeric190 unique values
0 missing
224892_atnumeric194 unique values
0 missing
225352_atnumeric195 unique values
0 missing
225932_s_atnumeric195 unique values
0 missing
226621_atnumeric195 unique values
0 missing
227425_atnumeric195 unique values
0 missing
228716_atnumeric193 unique values
0 missing
230682_x_atnumeric194 unique values
0 missing
234312_s_atnumeric194 unique values
0 missing
238712_atnumeric195 unique values
0 missing
244654_atnumeric194 unique values
0 missing
1405_i_atnumeric194 unique values
0 missing
1559425_atnumeric192 unique values
0 missing
200658_s_atnumeric195 unique values
0 missing
200955_atnumeric195 unique values
0 missing
201271_s_atnumeric194 unique values
0 missing
201589_atnumeric195 unique values
0 missing
201949_x_atnumeric195 unique values
0 missing
202375_atnumeric194 unique values
0 missing
202814_s_atnumeric194 unique values
0 missing
203338_atnumeric195 unique values
0 missing
203913_s_atnumeric195 unique values
0 missing
204515_atnumeric182 unique values
0 missing
205220_atnumeric193 unique values
0 missing
206095_s_atnumeric194 unique values
0 missing
207785_s_atnumeric193 unique values
0 missing
208766_s_atnumeric194 unique values
0 missing
209134_s_atnumeric195 unique values
0 missing
209654_atnumeric191 unique values
0 missing
210524_x_atnumeric192 unique values
0 missing
211653_x_atnumeric195 unique values
0 missing
212195_atnumeric195 unique values
0 missing
212660_atnumeric193 unique values
0 missing
213251_atnumeric195 unique values
0 missing
214011_s_atnumeric195 unique values
0 missing
215127_s_atnumeric195 unique values
0 missing
217378_x_atnumeric195 unique values
0 missing
218014_atnumeric195 unique values
0 missing
218559_s_atnumeric195 unique values
0 missing
219463_atnumeric190 unique values
0 missing
221485_atnumeric195 unique values
0 missing
222421_atnumeric195 unique values
0 missing
223124_s_atnumeric195 unique values
0 missing
224367_atnumeric195 unique values
0 missing
224893_atnumeric194 unique values
0 missing
225353_s_atnumeric195 unique values
0 missing
225945_atnumeric195 unique values
0 missing
226622_atnumeric192 unique values
0 missing
227432_s_atnumeric195 unique values
0 missing
228725_x_atnumeric195 unique values
0 missing
230712_atnumeric192 unique values
0 missing
234314_atnumeric185 unique values
0 missing
238725_atnumeric194 unique values
0 missing
244667_atnumeric184 unique values
0 missing
1552257_a_atnumeric195 unique values
0 missing
1559436_x_atnumeric194 unique values
0 missing
200660_atnumeric195 unique values
0 missing
200957_s_atnumeric191 unique values
0 missing
201272_atnumeric195 unique values
0 missing
201590_x_atnumeric195 unique values
0 missing
201950_x_atnumeric195 unique values
0 missing
202376_atnumeric194 unique values
0 missing
202820_atnumeric194 unique values
0 missing
203341_atnumeric191 unique values
0 missing
203914_x_atnumeric194 unique values
0 missing
204516_atnumeric194 unique values
0 missing
205221_atnumeric195 unique values
0 missing
206100_atnumeric193 unique values
0 missing
207791_s_atnumeric194 unique values
0 missing
208767_s_atnumeric195 unique values
0 missing
209135_atnumeric195 unique values
0 missing
209655_s_atnumeric193 unique values
0 missing
210532_s_atnumeric195 unique values
0 missing
211654_x_atnumeric195 unique values
0 missing
212196_atnumeric195 unique values
0 missing
212661_x_atnumeric195 unique values
0 missing
213258_atnumeric194 unique values
0 missing
214016_s_atnumeric194 unique values
0 missing
215145_s_atnumeric184 unique values
0 missing
217379_atnumeric195 unique values
0 missing
218016_s_atnumeric195 unique values
0 missing
218561_s_atnumeric193 unique values
0 missing
219476_atnumeric195 unique values
0 missing
221486_atnumeric195 unique values
0 missing
222423_atnumeric195 unique values
0 missing
223125_s_atnumeric195 unique values
0 missing
224368_s_atnumeric193 unique values
0 missing
224894_atnumeric195 unique values
0 missing
225354_s_atnumeric193 unique values
0 missing
225946_atnumeric192 unique values
0 missing
226625_atnumeric195 unique values
0 missing
227439_atnumeric190 unique values
0 missing
228726_atnumeric194 unique values
0 missing
230722_atnumeric193 unique values
0 missing
234316_x_atnumeric192 unique values
0 missing
238751_atnumeric194 unique values
0 missing
244677_atnumeric192 unique values
0 missing
1552283_s_atnumeric190 unique values
0 missing
1559450_atnumeric192 unique values
0 missing
200661_atnumeric195 unique values
0 missing
200958_s_atnumeric194 unique values
0 missing
201273_s_atnumeric195 unique values
0 missing
201591_s_atnumeric193 unique values
0 missing
201951_atnumeric194 unique values
0 missing
202377_atnumeric195 unique values
0 missing
202822_atnumeric195 unique values
0 missing
203342_atnumeric194 unique values
0 missing
203915_atnumeric194 unique values
0 missing
204517_atnumeric195 unique values
0 missing
205225_atnumeric192 unique values
0 missing
206101_atnumeric193 unique values
0 missing
207801_s_atnumeric193 unique values
0 missing
208768_x_atnumeric195 unique values
0 missing
209138_x_atnumeric195 unique values
0 missing
209656_s_atnumeric193 unique values
0 missing
210538_s_atnumeric194 unique values
0 missing
211656_x_atnumeric195 unique values
0 missing
212197_x_atnumeric195 unique values
0 missing
212663_atnumeric192 unique values
0 missing
213274_s_atnumeric194 unique values
0 missing
214020_x_atnumeric194 unique values
0 missing
215157_x_atnumeric193 unique values
0 missing
217388_s_atnumeric195 unique values
0 missing
218017_s_atnumeric193 unique values
0 missing
218563_atnumeric194 unique values
0 missing
219478_atnumeric194 unique values
0 missing
221488_s_atnumeric194 unique values
0 missing
222427_s_atnumeric193 unique values
0 missing
223126_s_atnumeric194 unique values
0 missing
224369_s_atnumeric193 unique values
0 missing
224895_atnumeric195 unique values
0 missing
225355_atnumeric194 unique values
0 missing
225947_atnumeric195 unique values
0 missing
226633_atnumeric193 unique values
0 missing
227449_atnumeric194 unique values
0 missing
228728_atnumeric192 unique values
0 missing
230733_atnumeric195 unique values
0 missing
234331_s_atnumeric194 unique values
0 missing
238761_atnumeric194 unique values
0 missing
244696_atnumeric194 unique values
0 missing
1552309_a_atnumeric193 unique values
0 missing
1559946_s_atnumeric194 unique values
0 missing
200662_s_atnumeric195 unique values
0 missing
200959_atnumeric195 unique values
0 missing
201274_atnumeric194 unique values
0 missing
201592_atnumeric195 unique values
0 missing
201952_atnumeric195 unique values
0 missing
202378_s_atnumeric195 unique values
0 missing
202824_s_atnumeric195 unique values
0 missing
203343_atnumeric195 unique values
0 missing
203917_atnumeric195 unique values
0 missing
204518_s_atnumeric194 unique values
0 missing
205226_atnumeric194 unique values
0 missing
206102_atnumeric194 unique values
0 missing
207802_atnumeric163 unique values
0 missing
208771_s_atnumeric194 unique values
0 missing
209139_s_atnumeric194 unique values
0 missing
209658_atnumeric195 unique values
0 missing
210540_s_atnumeric191 unique values
0 missing
211657_atnumeric195 unique values
0 missing
212199_atnumeric195 unique values
0 missing
212665_atnumeric194 unique values
0 missing
213275_x_atnumeric195 unique values
0 missing
214022_s_atnumeric195 unique values
0 missing
215165_x_atnumeric195 unique values
0 missing
217398_x_atnumeric195 unique values
0 missing
218019_s_atnumeric194 unique values
0 missing
218566_s_atnumeric195 unique values
0 missing
219485_s_atnumeric194 unique values
0 missing
221489_s_atnumeric195 unique values
0 missing
222428_s_atnumeric195 unique values
0 missing
223129_x_atnumeric194 unique values
0 missing
224372_atnumeric195 unique values
0 missing
224897_atnumeric194 unique values
0 missing
225356_atnumeric194 unique values
0 missing
225949_atnumeric191 unique values
0 missing
226635_atnumeric194 unique values
0 missing
227450_atnumeric193 unique values
0 missing
228746_s_atnumeric195 unique values
0 missing
230746_s_atnumeric195 unique values
0 missing
234339_s_atnumeric194 unique values
0 missing
238762_atnumeric193 unique values
0 missing
244697_atnumeric185 unique values
0 missing
1552348_atnumeric187 unique values
0 missing
1559949_atnumeric191 unique values
0 missing
200663_atnumeric194 unique values
0 missing
200960_x_atnumeric195 unique values
0 missing
201275_atnumeric194 unique values
0 missing
201593_s_atnumeric195 unique values
0 missing
201953_atnumeric195 unique values
0 missing
202379_s_atnumeric194 unique values
0 missing
202825_atnumeric195 unique values
0 missing
203344_s_atnumeric193 unique values
0 missing
203921_atnumeric192 unique values
0 missing
204519_s_atnumeric194 unique values
0 missing
205229_s_atnumeric195 unique values
0 missing
206104_atnumeric192 unique values
0 missing
207803_s_atnumeric160 unique values
0 missing
208773_s_atnumeric195 unique values
0 missing
209140_x_atnumeric195 unique values
0 missing
209659_s_atnumeric195 unique values
0 missing
210543_s_atnumeric193 unique values
0 missing
211662_s_atnumeric195 unique values
0 missing
212202_s_atnumeric192 unique values
0 missing
212667_atnumeric195 unique values
0 missing
213280_atnumeric195 unique values
0 missing
214023_x_atnumeric191 unique values
0 missing
215171_s_atnumeric195 unique values
0 missing
217404_s_atnumeric170 unique values
0 missing
218024_atnumeric194 unique values
0 missing
218571_s_atnumeric195 unique values
0 missing
219489_s_atnumeric195 unique values
0 missing
221491_x_atnumeric195 unique values
0 missing
222430_s_atnumeric195 unique values
0 missing
223130_s_atnumeric194 unique values
0 missing
224373_s_atnumeric195 unique values
0 missing
224899_s_atnumeric195 unique values
0 missing
225358_atnumeric190 unique values
0 missing
225951_s_atnumeric193 unique values
0 missing
226641_atnumeric193 unique values
0 missing
227452_atnumeric193 unique values
0 missing
228750_atnumeric194 unique values
0 missing
230748_atnumeric191 unique values
0 missing
234341_x_atnumeric193 unique values
0 missing
238774_atnumeric195 unique values
0 missing
244699_atnumeric194 unique values
0 missing
1552365_atnumeric193 unique values
0 missing
1559960_x_atnumeric193 unique values
0 missing
200664_s_atnumeric193 unique values
0 missing
200961_atnumeric193 unique values
0 missing
201276_atnumeric194 unique values
0 missing
201594_s_atnumeric193 unique values
0 missing
201954_atnumeric194 unique values
0 missing
202381_atnumeric194 unique values
0 missing
202826_atnumeric195 unique values
0 missing
203345_s_atnumeric193 unique values
0 missing
203923_s_atnumeric194 unique values
0 missing
204526_s_atnumeric194 unique values
0 missing
205234_atnumeric194 unique values
0 missing
206108_s_atnumeric194 unique values
0 missing
207808_s_atnumeric193 unique values
0 missing
208774_atnumeric195 unique values
0 missing
209141_atnumeric195 unique values
0 missing
209660_atnumeric181 unique values
0 missing
210544_s_atnumeric195 unique values
0 missing
211663_x_atnumeric194 unique values
0 missing
212203_x_atnumeric195 unique values
0 missing
212670_atnumeric192 unique values
0 missing
213285_atnumeric195 unique values
0 missing
214027_x_atnumeric195 unique values
0 missing
215176_x_atnumeric195 unique values
0 missing
217408_atnumeric194 unique values
0 missing
218025_s_atnumeric195 unique values
0 missing
218573_atnumeric195 unique values
0 missing
219496_atnumeric195 unique values
0 missing
221492_s_atnumeric195 unique values
0 missing
222431_atnumeric193 unique values
0 missing
223132_s_atnumeric194 unique values
0 missing
224375_atnumeric193 unique values
0 missing
224900_atnumeric194 unique values
0 missing
225359_atnumeric195 unique values
0 missing
225953_atnumeric195 unique values
0 missing
226642_s_atnumeric194 unique values
0 missing
227458_atnumeric194 unique values
0 missing
228752_atnumeric195 unique values
0 missing
230781_atnumeric185 unique values
0 missing
234350_atnumeric191 unique values
0 missing
238784_atnumeric190 unique values
0 missing
244740_atnumeric195 unique values
0 missing
1552368_atnumeric191 unique values
0 missing
1560049_atnumeric194 unique values
0 missing
200665_s_atnumeric195 unique values
0 missing
200962_atnumeric195 unique values
0 missing
201277_s_atnumeric195 unique values
0 missing
201595_s_atnumeric195 unique values
0 missing
201955_atnumeric195 unique values
0 missing
202386_s_atnumeric191 unique values
0 missing
202827_s_atnumeric188 unique values
0 missing
203348_s_atnumeric194 unique values
0 missing
203924_atnumeric193 unique values
0 missing
204528_s_atnumeric195 unique values
0 missing
205236_x_atnumeric194 unique values
0 missing
206115_atnumeric191 unique values
0 missing
207809_s_atnumeric195 unique values
0 missing
208775_atnumeric194 unique values
0 missing
209142_s_atnumeric195 unique values
0 missing
209662_atnumeric194 unique values
0 missing
210546_x_atnumeric175 unique values
0 missing
211666_x_atnumeric195 unique values
0 missing
212204_atnumeric195 unique values
0 missing
212671_s_atnumeric195 unique values
0 missing
213287_s_atnumeric195 unique values
0 missing
214033_atnumeric193 unique values
0 missing
215177_s_atnumeric194 unique values
0 missing
217414_x_atnumeric195 unique values
0 missing
218026_atnumeric194 unique values
0 missing
218574_s_atnumeric194 unique values
0 missing
219497_s_atnumeric193 unique values
0 missing
221493_atnumeric195 unique values
0 missing
222432_s_atnumeric192 unique values
0 missing
223133_atnumeric195 unique values
0 missing
224376_s_atnumeric195 unique values
0 missing
224901_atnumeric192 unique values
0 missing
225361_x_atnumeric192 unique values
0 missing
225955_atnumeric194 unique values
0 missing
226650_atnumeric195 unique values
0 missing
227461_atnumeric192 unique values
0 missing
228754_atnumeric194 unique values
0 missing
230782_atnumeric195 unique values
0 missing
234351_x_atnumeric194 unique values
0 missing
238805_atnumeric193 unique values
0 missing
244741_s_atnumeric195 unique values
0 missing
1552426_a_atnumeric195 unique values
0 missing
1560060_s_atnumeric195 unique values
0 missing
200666_s_atnumeric194 unique values
0 missing
200963_x_atnumeric195 unique values
0 missing
201278_atnumeric194 unique values
0 missing
201596_x_atnumeric195 unique values
0 missing
201956_s_atnumeric193 unique values
0 missing
202387_atnumeric195 unique values
0 missing
202829_s_atnumeric193 unique values
0 missing
203349_s_atnumeric193 unique values
0 missing
203925_atnumeric195 unique values
0 missing
204529_s_atnumeric194 unique values
0 missing
205239_atnumeric193 unique values
0 missing
206116_s_atnumeric195 unique values
0 missing
207812_s_atnumeric195 unique values
0 missing
208777_s_atnumeric194 unique values
0 missing
209143_s_atnumeric193 unique values
0 missing
209669_s_atnumeric193 unique values
0 missing
210547_x_atnumeric195 unique values
0 missing
211668_s_atnumeric194 unique values
0 missing
212205_atnumeric194 unique values
0 missing
212673_atnumeric192 unique values
0 missing
213288_atnumeric194 unique values
0 missing
214035_x_atnumeric195 unique values
0 missing
215179_x_atnumeric195 unique values
0 missing
217418_x_atnumeric193 unique values
0 missing
218027_atnumeric193 unique values
0 missing
218580_x_atnumeric195 unique values
0 missing
219498_s_atnumeric193 unique values
0 missing
221494_x_atnumeric193 unique values
0 missing
222433_atnumeric195 unique values
0 missing
223134_atnumeric194 unique values
0 missing
224377_s_atnumeric195 unique values
0 missing
224902_atnumeric194 unique values
0 missing
225363_atnumeric194 unique values
0 missing
225956_atnumeric195 unique values
0 missing
226654_atnumeric163 unique values
0 missing
227462_atnumeric195 unique values
0 missing
228758_atnumeric194 unique values
0 missing
230784_atnumeric193 unique values
0 missing
234366_x_atnumeric195 unique values
0 missing
238808_atnumeric190 unique values
0 missing
244753_atnumeric195 unique values
0 missing
1552455_atnumeric195 unique values
0 missing
1560098_atnumeric176 unique values
0 missing
200667_atnumeric194 unique values
0 missing
200964_atnumeric194 unique values
0 missing
201279_s_atnumeric195 unique values
0 missing
201597_atnumeric194 unique values
0 missing
201957_atnumeric194 unique values
0 missing
202388_atnumeric195 unique values
0 missing
202831_atnumeric194 unique values
0 missing
203351_s_atnumeric195 unique values
0 missing
203932_atnumeric195 unique values
0 missing
204532_x_atnumeric194 unique values
0 missing
205241_atnumeric193 unique values
0 missing
206117_atnumeric194 unique values
0 missing
207814_atnumeric167 unique values
0 missing
208778_s_atnumeric193 unique values
0 missing
209146_atnumeric195 unique values
0 missing
209670_atnumeric192 unique values
0 missing
210550_s_atnumeric173 unique values
0 missing
211671_s_atnumeric195 unique values
0 missing
212208_atnumeric192 unique values
0 missing
212675_s_atnumeric194 unique values
0 missing
213291_s_atnumeric195 unique values
0 missing
214038_atnumeric194 unique values
0 missing
215193_x_atnumeric195 unique values
0 missing
217419_x_atnumeric193 unique values
0 missing
218034_atnumeric194 unique values
0 missing
218583_s_atnumeric193 unique values
0 missing
219505_atnumeric195 unique values
0 missing
221495_s_atnumeric192 unique values
0 missing
222435_s_atnumeric192 unique values
0 missing
223135_s_atnumeric195 unique values
0 missing
224391_s_atnumeric194 unique values
0 missing
224903_atnumeric193 unique values
0 missing
225364_atnumeric195 unique values
0 missing
225957_atnumeric194 unique values
0 missing
226660_atnumeric194 unique values
0 missing
227466_atnumeric193 unique values
0 missing
228762_atnumeric193 unique values
0 missing
230788_atnumeric195 unique values
0 missing
234370_atnumeric161 unique values
0 missing
238883_atnumeric195 unique values
0 missing
244758_atnumeric191 unique values
0 missing
1552463_atnumeric189 unique values
0 missing
1560116_a_atnumeric194 unique values
0 missing
200668_s_atnumeric195 unique values
0 missing
200965_s_atnumeric194 unique values
0 missing
201280_s_atnumeric194 unique values
0 missing
201599_atnumeric194 unique values
0 missing
201959_s_atnumeric194 unique values
0 missing
202391_atnumeric195 unique values
0 missing
202832_atnumeric194 unique values
0 missing
203353_s_atnumeric193 unique values
0 missing
203934_atnumeric192 unique values
0 missing
204533_atnumeric192 unique values
0 missing
205242_atnumeric195 unique values
0 missing
206125_s_atnumeric190 unique values
0 missing
207826_s_atnumeric195 unique values
0 missing
208779_x_atnumeric193 unique values
0 missing
209147_s_atnumeric195 unique values
0 missing
209671_x_atnumeric193 unique values
0 missing
210554_s_atnumeric195 unique values
0 missing
211674_x_atnumeric173 unique values
0 missing
212215_atnumeric194 unique values
0 missing
212677_s_atnumeric193 unique values
0 missing
213293_s_atnumeric195 unique values
0 missing
214039_s_atnumeric195 unique values
0 missing
215203_atnumeric194 unique values
0 missing
217428_s_atnumeric195 unique values
0 missing
218035_s_atnumeric193 unique values
0 missing
218585_s_atnumeric193 unique values
0 missing
219506_atnumeric194 unique values
0 missing
221498_atnumeric194 unique values
0 missing
222436_s_atnumeric194 unique values
0 missing
223136_atnumeric191 unique values
0 missing
224392_s_atnumeric190 unique values
0 missing
224906_atnumeric194 unique values
0 missing
225365_atnumeric194 unique values
0 missing
225967_s_atnumeric194 unique values
0 missing
226663_atnumeric194 unique values
0 missing
227467_atnumeric192 unique values
0 missing
228766_atnumeric193 unique values
0 missing
230791_atnumeric195 unique values
0 missing
234491_s_atnumeric195 unique values
0 missing
238884_atnumeric194 unique values
0 missing
244774_atnumeric193 unique values
0 missing
1552477_a_atnumeric193 unique values
0 missing
1560144_atnumeric194 unique values
0 missing
200669_s_atnumeric194 unique values
0 missing
200966_x_atnumeric195 unique values
0 missing
201281_atnumeric191 unique values
0 missing
201600_atnumeric195 unique values
0 missing
201960_s_atnumeric194 unique values
0 missing
202393_s_atnumeric195 unique values
0 missing
202833_s_atnumeric195 unique values
0 missing
203358_s_atnumeric190 unique values
0 missing
203935_atnumeric195 unique values
0 missing
204534_atnumeric185 unique values
0 missing
205248_atnumeric194 unique values
0 missing
206134_atnumeric193 unique values
0 missing
207828_s_atnumeric192 unique values
0 missing
208780_x_atnumeric195 unique values
0 missing
209150_s_atnumeric195 unique values
0 missing
209674_atnumeric195 unique values
0 missing
210559_s_atnumeric195 unique values
0 missing
211675_s_atnumeric195 unique values
0 missing
212217_atnumeric193 unique values
0 missing
212680_x_atnumeric194 unique values
0 missing
213294_atnumeric193 unique values
0 missing
214041_x_atnumeric193 unique values
0 missing
215214_atnumeric195 unique values
0 missing
217430_x_atnumeric194 unique values
0 missing
218036_x_atnumeric194 unique values
0 missing
218589_atnumeric195 unique values
0 missing
219508_atnumeric189 unique values
0 missing
221499_s_atnumeric194 unique values
0 missing
222437_s_atnumeric195 unique values
0 missing
223139_s_atnumeric195 unique values
0 missing
224395_s_atnumeric195 unique values
0 missing
224909_s_atnumeric189 unique values
0 missing
225367_atnumeric195 unique values
0 missing
225973_atnumeric194 unique values
0 missing
226665_atnumeric194 unique values
0 missing
227473_atnumeric195 unique values
0 missing
228771_atnumeric194 unique values
0 missing
230793_atnumeric193 unique values
0 missing
234512_x_atnumeric194 unique values
0 missing
238902_atnumeric193 unique values
0 missing
244780_atnumeric194 unique values
0 missing
1552610_a_atnumeric194 unique values
0 missing
1560296_atnumeric191 unique values
0 missing
200670_atnumeric195 unique values
0 missing
200967_atnumeric194 unique values
0 missing
201285_atnumeric195 unique values
0 missing
201601_x_atnumeric195 unique values
0 missing
201963_atnumeric195 unique values
0 missing
202395_atnumeric195 unique values
0 missing
202834_atnumeric192 unique values
0 missing
203359_s_atnumeric192 unique values
0 missing
203936_s_atnumeric194 unique values
0 missing
204537_s_atnumeric195 unique values
0 missing
205249_atnumeric193 unique values
0 missing
206138_s_atnumeric194 unique values
0 missing
207842_s_atnumeric193 unique values
0 missing
208781_x_atnumeric193 unique values
0 missing
209153_s_atnumeric194 unique values
0 missing
209676_atnumeric194 unique values
0 missing
210561_s_atnumeric195 unique values
0 missing
211676_s_atnumeric194 unique values
0 missing
212218_s_atnumeric195 unique values
0 missing
212685_s_atnumeric195 unique values
0 missing
213301_x_atnumeric194 unique values
0 missing
214042_s_atnumeric194 unique values
0 missing
215221_atnumeric194 unique values
0 missing
217436_x_atnumeric195 unique values
0 missing
218039_atnumeric192 unique values
0 missing
218594_atnumeric191 unique values
0 missing
219525_atnumeric192 unique values
0 missing
221500_s_atnumeric193 unique values
0 missing
222441_x_atnumeric193 unique values
0 missing
223140_s_atnumeric195 unique values
0 missing
224396_s_atnumeric191 unique values
0 missing
224911_s_atnumeric193 unique values
0 missing
225368_atnumeric195 unique values
0 missing
225974_atnumeric192 unique values
0 missing
226670_s_atnumeric195 unique values
0 missing
227474_atnumeric193 unique values
0 missing
228776_atnumeric193 unique values
0 missing
230795_atnumeric194 unique values
0 missing
234529_atnumeric180 unique values
0 missing
238909_atnumeric195 unique values
0 missing
244826_atnumeric195 unique values
0 missing
1552615_atnumeric191 unique values
0 missing
1560339_s_atnumeric192 unique values
0 missing
200673_atnumeric195 unique values
0 missing
200968_s_atnumeric194 unique values
0 missing
201286_atnumeric195 unique values
0 missing
201602_s_atnumeric194 unique values
0 missing
201966_atnumeric195 unique values
0 missing
202396_atnumeric194 unique values
0 missing
202836_s_atnumeric195 unique values
0 missing
203360_s_atnumeric191 unique values
0 missing
203939_atnumeric192 unique values
0 missing
204538_x_atnumeric194 unique values
0 missing
205251_atnumeric193 unique values
0 missing
206143_atnumeric179 unique values
0 missing
207843_x_atnumeric195 unique values
0 missing
208782_atnumeric195 unique values
0 missing
209154_atnumeric195 unique values
0 missing
209678_s_atnumeric194 unique values
0 missing
210563_x_atnumeric195 unique values
0 missing
211678_s_atnumeric195 unique values
0 missing
212219_atnumeric195 unique values
0 missing
212686_atnumeric195 unique values
0 missing
213306_atnumeric195 unique values
0 missing
214043_atnumeric192 unique values
0 missing
215222_x_atnumeric194 unique values
0 missing
217437_s_atnumeric192 unique values
0 missing
218041_x_atnumeric195 unique values
0 missing
218595_s_atnumeric194 unique values
0 missing
219529_atnumeric194 unique values
0 missing
221501_x_atnumeric195 unique values
0 missing
222442_s_atnumeric195 unique values
0 missing
223151_atnumeric193 unique values
0 missing
224406_s_atnumeric191 unique values
0 missing
224913_s_atnumeric195 unique values
0 missing
225376_atnumeric194 unique values
0 missing
225975_atnumeric194 unique values
0 missing
226671_atnumeric195 unique values
0 missing
227475_atnumeric195 unique values
0 missing
228782_atnumeric183 unique values
0 missing
230820_atnumeric193 unique values
0 missing
234562_x_atnumeric193 unique values
0 missing
238949_atnumeric191 unique values
0 missing
244881_atnumeric195 unique values
0 missing
1552619_a_atnumeric190 unique values
0 missing
1560500_atnumeric193 unique values
0 missing
200674_s_atnumeric195 unique values
0 missing
200969_atnumeric195 unique values
0 missing
201287_s_atnumeric195 unique values
0 missing
201603_atnumeric195 unique values
0 missing
201967_atnumeric194 unique values
0 missing
202397_atnumeric195 unique values
0 missing
202838_atnumeric195 unique values
0 missing
203362_s_atnumeric194 unique values
0 missing
203945_atnumeric193 unique values
0 missing
204540_atnumeric190 unique values
0 missing
205255_x_atnumeric192 unique values
0 missing
206150_atnumeric195 unique values
0 missing
207847_s_atnumeric194 unique values
0 missing
208783_s_atnumeric195 unique values
0 missing
209155_s_atnumeric194 unique values
0 missing
209679_s_atnumeric194 unique values
0 missing
210564_x_atnumeric194 unique values
0 missing
211684_s_atnumeric195 unique values
0 missing
212221_x_atnumeric195 unique values
0 missing
212687_atnumeric194 unique values
0 missing
213308_atnumeric193 unique values
0 missing
214047_s_atnumeric192 unique values
0 missing
215223_s_atnumeric195 unique values
0 missing
217446_x_atnumeric194 unique values
0 missing
218042_atnumeric194 unique values
0 missing
218597_s_atnumeric194 unique values
0 missing
219549_s_atnumeric193 unique values
0 missing
221502_atnumeric195 unique values
0 missing
222443_s_atnumeric195 unique values
0 missing
223155_atnumeric195 unique values
0 missing
224413_s_atnumeric195 unique values
0 missing
224914_s_atnumeric193 unique values
0 missing
225380_atnumeric194 unique values
0 missing
225976_atnumeric194 unique values
0 missing
226675_s_atnumeric195 unique values
0 missing
227478_atnumeric195 unique values
0 missing
228785_atnumeric195 unique values
0 missing
230835_atnumeric164 unique values
0 missing
234672_s_atnumeric192 unique values
0 missing
238967_atnumeric192 unique values
0 missing
266_s_atnumeric192 unique values
0 missing
1552621_atnumeric194 unique values
0 missing
1560587_s_atnumeric194 unique values
0 missing
200675_atnumeric195 unique values
0 missing
200970_s_atnumeric193 unique values
0 missing
201288_atnumeric195 unique values
0 missing
201604_s_atnumeric194 unique values
0 missing
201968_s_atnumeric194 unique values
0 missing
202399_s_atnumeric195 unique values
0 missing
202839_s_atnumeric195 unique values
0 missing
203367_atnumeric193 unique values
0 missing
203946_s_atnumeric194 unique values
0 missing
204542_atnumeric193 unique values
0 missing
205258_atnumeric194 unique values
0 missing
206153_atnumeric171 unique values
0 missing
207850_atnumeric190 unique values
0 missing
208785_s_atnumeric195 unique values
0 missing
209156_s_atnumeric195 unique values
0 missing
209681_atnumeric195 unique values
0 missing
210574_s_atnumeric193 unique values
0 missing
211685_s_atnumeric193 unique values
0 missing
212223_atnumeric192 unique values
0 missing
212688_atnumeric193 unique values
0 missing
213311_s_atnumeric194 unique values
0 missing
214055_x_atnumeric195 unique values
0 missing
215227_x_atnumeric193 unique values
0 missing
217456_x_atnumeric194 unique values
0 missing
218046_s_atnumeric195 unique values
0 missing
218603_atnumeric194 unique values
0 missing
219551_atnumeric194 unique values
0 missing
221504_s_atnumeric194 unique values
0 missing
222444_atnumeric194 unique values
0 missing
223156_atnumeric195 unique values
0 missing
224414_s_atnumeric194 unique values
0 missing
224915_x_atnumeric195 unique values
0 missing
225381_atnumeric194 unique values
0 missing
225986_x_atnumeric192 unique values
0 missing
226676_atnumeric192 unique values
0 missing
227480_atnumeric192 unique values
0 missing
228793_atnumeric192 unique values
0 missing
230836_atnumeric192 unique values
0 missing
234675_x_atnumeric195 unique values
0 missing
238974_atnumeric194 unique values
0 missing
31845_atnumeric194 unique values
0 missing
1552622_s_atnumeric195 unique values
0 missing
1560622_atnumeric195 unique values
0 missing
200677_atnumeric195 unique values
0 missing
200971_s_atnumeric195 unique values
0 missing
201289_atnumeric195 unique values
0 missing
201605_x_atnumeric194 unique values
0 missing
201970_s_atnumeric193 unique values
0 missing
202403_s_atnumeric195 unique values
0 missing
202842_s_atnumeric194 unique values
0 missing
203371_s_atnumeric194 unique values
0 missing
203947_atnumeric194 unique values
0 missing
204547_atnumeric192 unique values
0 missing
205261_atnumeric193 unique values
0 missing
206157_atnumeric188 unique values
0 missing
207876_s_atnumeric193 unique values
0 missing
208786_s_atnumeric194 unique values
0 missing
209157_atnumeric194 unique values
0 missing
209682_atnumeric194 unique values
0 missing
210576_atnumeric187 unique values
0 missing
211689_s_atnumeric192 unique values
0 missing
212224_atnumeric194 unique values
0 missing
212689_s_atnumeric195 unique values
0 missing
213313_atnumeric194 unique values
0 missing
214058_atnumeric194 unique values
0 missing
215230_x_atnumeric195 unique values
0 missing
217466_x_atnumeric195 unique values
0 missing
218047_atnumeric195 unique values
0 missing
218604_atnumeric195 unique values
0 missing
219554_atnumeric180 unique values
0 missing
221505_atnumeric194 unique values
0 missing
222445_atnumeric191 unique values
0 missing
223157_atnumeric193 unique values
0 missing
224415_s_atnumeric195 unique values
0 missing
224916_atnumeric194 unique values
0 missing
225389_atnumeric194 unique values
0 missing
225987_atnumeric195 unique values
0 missing
226677_atnumeric188 unique values
0 missing
227481_atnumeric194 unique values
0 missing
228796_atnumeric192 unique values
0 missing
230867_atnumeric192 unique values
0 missing
234709_atnumeric194 unique values
0 missing
238983_atnumeric195 unique values
0 missing
31874_atnumeric192 unique values
0 missing
1552626_a_atnumeric191 unique values
0 missing
1560652_atnumeric190 unique values
0 missing
200678_x_atnumeric195 unique values
0 missing
200972_atnumeric195 unique values
0 missing
201290_atnumeric195 unique values
0 missing
201606_s_atnumeric194 unique values
0 missing
201971_s_atnumeric192 unique values
0 missing
202404_s_atnumeric195 unique values
0 missing
202845_s_atnumeric195 unique values
0 missing
203372_s_atnumeric195 unique values
0 missing
203951_atnumeric195 unique values
0 missing
204550_x_atnumeric195 unique values
0 missing
205263_atnumeric193 unique values
0 missing
206158_s_atnumeric195 unique values
0 missing
207918_s_atnumeric169 unique values
0 missing
208787_atnumeric194 unique values
0 missing
209159_s_atnumeric190 unique values
0 missing
209684_atnumeric194 unique values
0 missing
210580_x_atnumeric195 unique values
0 missing
211695_x_atnumeric190 unique values
0 missing
212226_s_atnumeric195 unique values
0 missing
212690_atnumeric195 unique values
0 missing
213315_x_atnumeric190 unique values
0 missing
214063_s_atnumeric191 unique values
0 missing
215235_atnumeric195 unique values
0 missing
217478_s_atnumeric195 unique values
0 missing
218048_atnumeric195 unique values
0 missing
218605_atnumeric194 unique values
0 missing
219555_s_atnumeric195 unique values
0 missing
221506_s_atnumeric194 unique values
0 missing
222446_s_atnumeric195 unique values
0 missing
223158_s_atnumeric192 unique values
0 missing
224428_s_atnumeric193 unique values
0 missing
224917_atnumeric195 unique values
0 missing
225390_s_atnumeric195 unique values
0 missing
225990_atnumeric193 unique values
0 missing
226679_atnumeric194 unique values
0 missing
227492_atnumeric193 unique values
0 missing
228806_atnumeric192 unique values
0 missing
230875_s_atnumeric193 unique values
0 missing
234723_x_atnumeric195 unique values
0 missing
238996_x_atnumeric195 unique values
0 missing
32069_atnumeric192 unique values
0 missing
1552628_a_atnumeric194 unique values
0 missing
1560683_atnumeric187 unique values
0 missing
200679_x_atnumeric195 unique values
0 missing
200973_s_atnumeric194 unique values
0 missing
201291_s_atnumeric193 unique values
0 missing
201608_s_atnumeric195 unique values
0 missing
201972_atnumeric195 unique values
0 missing
202406_s_atnumeric194 unique values
0 missing
202850_atnumeric195 unique values
0 missing
203373_atnumeric194 unique values
0 missing
203953_s_atnumeric194 unique values
0 missing
204559_s_atnumeric195 unique values
0 missing
205266_atnumeric193 unique values
0 missing
206164_atnumeric189 unique values
0 missing
207922_s_atnumeric193 unique values
0 missing
208788_atnumeric195 unique values
0 missing
209160_atnumeric195 unique values
0 missing
209687_atnumeric195 unique values
0 missing
210588_x_atnumeric192 unique values
0 missing
211696_x_atnumeric195 unique values
0 missing
212227_x_atnumeric194 unique values
0 missing
212692_s_atnumeric194 unique values
0 missing
213317_atnumeric193 unique values
0 missing
214070_s_atnumeric189 unique values
0 missing
215236_s_atnumeric194 unique values
0 missing
217480_x_atnumeric195 unique values
0 missing
218049_s_atnumeric194 unique values
0 missing
218606_atnumeric195 unique values
0 missing
219561_atnumeric192 unique values
0 missing
221509_atnumeric193 unique values
0 missing
222448_s_atnumeric195 unique values
0 missing
223162_s_atnumeric195 unique values
0 missing
224429_x_atnumeric195 unique values
0 missing
224918_x_atnumeric195 unique values
0 missing
225394_s_atnumeric195 unique values
0 missing
225991_atnumeric195 unique values
0 missing
226682_atnumeric195 unique values
0 missing
227501_atnumeric192 unique values
0 missing
228812_atnumeric194 unique values
0 missing
230896_atnumeric189 unique values
0 missing
234725_s_atnumeric195 unique values
0 missing
239001_atnumeric193 unique values
0 missing
32128_atnumeric195 unique values
0 missing
1552673_atnumeric191 unique values
0 missing
1560684_x_atnumeric187 unique values
0 missing
200680_x_atnumeric195 unique values
0 missing
200974_atnumeric195 unique values
0 missing
201292_atnumeric194 unique values
0 missing
201609_x_atnumeric195 unique values
0 missing
201973_s_atnumeric195 unique values
0 missing
202408_s_atnumeric195 unique values
0 missing
202853_s_atnumeric195 unique values
0 missing
203376_atnumeric191 unique values
0 missing
203954_x_atnumeric195 unique values
0 missing
204560_atnumeric191 unique values
0 missing
205267_atnumeric193 unique values
0 missing
206165_s_atnumeric193 unique values
0 missing
207935_s_atnumeric189 unique values
0 missing
208789_atnumeric192 unique values
0 missing
209161_atnumeric195 unique values
0 missing
209692_atnumeric192 unique values
0 missing
210592_s_atnumeric195 unique values
0 missing
211697_x_atnumeric194 unique values
0 missing
212228_s_atnumeric195 unique values
0 missing
212694_s_atnumeric193 unique values
0 missing
213318_s_atnumeric194 unique values
0 missing
214079_atnumeric188 unique values
0 missing
215245_x_atnumeric195 unique values
0 missing
217483_atnumeric194 unique values
0 missing
218050_atnumeric195 unique values
0 missing
218611_atnumeric193 unique values
0 missing
219571_s_atnumeric194 unique values
0 missing
221510_s_atnumeric195 unique values
0 missing
222449_atnumeric195 unique values
0 missing
223165_s_atnumeric194 unique values
0 missing
224435_atnumeric195 unique values
0 missing
224919_atnumeric195 unique values
0 missing
225395_s_atnumeric195 unique values
0 missing
225996_atnumeric195 unique values
0 missing
226683_atnumeric194 unique values
0 missing
227506_atnumeric195 unique values
0 missing
228822_s_atnumeric195 unique values
0 missing
230906_atnumeric195 unique values
0 missing
234753_x_atnumeric194 unique values
0 missing
239017_atnumeric193 unique values
0 missing
32837_atnumeric192 unique values
0 missing
1552701_a_atnumeric194 unique values
0 missing
1560741_atnumeric194 unique values
0 missing
200681_atnumeric194 unique values
0 missing
200975_atnumeric194 unique values
0 missing
201293_x_atnumeric195 unique values
0 missing
201612_atnumeric195 unique values
0 missing
201975_atnumeric194 unique values
0 missing
202409_atnumeric191 unique values
0 missing
202854_atnumeric194 unique values
0 missing
203380_x_atnumeric195 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
195
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
0.91
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
0.97
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
113076.04
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
1.81
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
0.92
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
56.08
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
863.91
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
0.08
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
-0.24
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
0.97
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
13.95
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
413.65
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
14.47
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.9
Average class difference between consecutive instances.
RandomTreeDepth2AUC
0.92
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
0.03
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
56676.12
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
35.38
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
2812.38
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
0.98
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
0.08
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
0.94
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
69
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.01
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
0.02
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
0.97
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
15.83
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
0.98
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
3.09
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
0.96
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
0.92
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
0.03
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
3371.85
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
0.02
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
1.88
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1636.93
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
0.98
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
0.08
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
0.94
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
0.97
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
937.56
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
0.97
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
0.02
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
0.97
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
0.04
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
0.96
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
0.98
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
0.03
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
1.12
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
0.91
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NErrRate
0.02
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
0.97
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
0.94
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
2.57
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
569.04
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
0.97
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
0.96
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
MajorityClassPercentage
64.62
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1860.26
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
0.04
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
0.94
Entropy of the target attribute values.
kNN1NKappa
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
126
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
5.14
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
0.91
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
0.97
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
0.98
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.2
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1578.83
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
0.04
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
0.02
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
194.79
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
68.34
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_Prostate_Lung
65 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Prostate_Lung
1 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Prostate_Lung
0 runs - estimation_procedure: 33% Holdout set - target_feature: Tissue
Supervised Data Stream Classification on AP_Prostate_Lung
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: Tissue
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Lung
0 runs
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Lung
0 runs - estimation_procedure: 50 times Clustering
Define a new task