Data
AP_Prostate_Kidney

AP_Prostate_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
  • Chemistry Life Science mythbusting_1 study_123 study_15 study_20
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)numeric329 unique values
0 missing
1558692_atnumeric323 unique values
0 missing
200633_atnumeric329 unique values
0 missing
200933_x_atnumeric329 unique values
0 missing
201260_s_atnumeric327 unique values
0 missing
201596_x_atnumeric329 unique values
0 missing
201967_atnumeric326 unique values
0 missing
202410_x_atnumeric265 unique values
0 missing
202878_s_atnumeric328 unique values
0 missing
203454_s_atnumeric326 unique values
0 missing
204049_s_atnumeric326 unique values
0 missing
204754_atnumeric325 unique values
0 missing
205573_s_atnumeric328 unique values
0 missing
206621_s_atnumeric329 unique values
0 missing
208540_x_atnumeric325 unique values
0 missing
208927_atnumeric327 unique values
0 missing
209356_x_atnumeric323 unique values
0 missing
209980_s_atnumeric325 unique values
0 missing
211208_s_atnumeric329 unique values
0 missing
212047_s_atnumeric324 unique values
0 missing
212530_atnumeric328 unique values
0 missing
213059_atnumeric321 unique values
0 missing
213773_x_atnumeric326 unique values
0 missing
214749_s_atnumeric326 unique values
0 missing
216623_x_atnumeric325 unique values
0 missing
217914_atnumeric326 unique values
0 missing
218398_atnumeric325 unique values
0 missing
219232_s_atnumeric328 unique values
0 missing
220960_x_atnumeric328 unique values
0 missing
222111_atnumeric328 unique values
0 missing
223027_atnumeric326 unique values
0 missing
223886_s_atnumeric327 unique values
0 missing
224811_atnumeric328 unique values
0 missing
225265_atnumeric327 unique values
0 missing
225823_atnumeric328 unique values
0 missing
226464_atnumeric328 unique values
0 missing
227203_atnumeric325 unique values
0 missing
228283_atnumeric327 unique values
0 missing
229764_atnumeric313 unique values
0 missing
232058_atnumeric325 unique values
0 missing
235419_atnumeric327 unique values
0 missing
239593_atnumeric315 unique values
0 missing
244740_atnumeric326 unique values
0 missing
1007_s_atnumeric328 unique values
0 missing
1558733_atnumeric326 unique values
0 missing
200634_atnumeric327 unique values
0 missing
200934_atnumeric329 unique values
0 missing
201261_x_atnumeric328 unique values
0 missing
201597_atnumeric327 unique values
0 missing
201968_s_atnumeric327 unique values
0 missing
202411_atnumeric329 unique values
0 missing
202882_x_atnumeric327 unique values
0 missing
203455_s_atnumeric328 unique values
0 missing
204050_s_atnumeric327 unique values
0 missing
204755_x_atnumeric321 unique values
0 missing
205575_atnumeric324 unique values
0 missing
206628_atnumeric322 unique values
0 missing
208546_x_atnumeric323 unique values
0 missing
208928_atnumeric316 unique values
0 missing
209357_atnumeric328 unique values
0 missing
209993_atnumeric325 unique values
0 missing
211239_s_atnumeric258 unique values
0 missing
212048_s_atnumeric323 unique values
0 missing
212531_atnumeric320 unique values
0 missing
213060_s_atnumeric318 unique values
0 missing
213775_x_atnumeric328 unique values
0 missing
214752_x_atnumeric329 unique values
0 missing
216640_s_atnumeric328 unique values
0 missing
217915_s_atnumeric328 unique values
0 missing
218404_atnumeric328 unique values
0 missing
219237_s_atnumeric328 unique values
0 missing
220964_s_atnumeric327 unique values
0 missing
222116_s_atnumeric328 unique values
0 missing
223028_s_atnumeric324 unique values
0 missing
223892_s_atnumeric329 unique values
0 missing
224812_atnumeric328 unique values
0 missing
225266_atnumeric323 unique values
0 missing
225827_atnumeric328 unique values
0 missing
226465_s_atnumeric327 unique values
0 missing
227209_atnumeric316 unique values
0 missing
228284_atnumeric328 unique values
0 missing
229765_atnumeric327 unique values
0 missing
232075_atnumeric328 unique values
0 missing
235432_atnumeric325 unique values
0 missing
239594_atnumeric317 unique values
0 missing
244741_s_atnumeric327 unique values
0 missing
121_atnumeric328 unique values
0 missing
1558738_atnumeric328 unique values
0 missing
200635_s_atnumeric327 unique values
0 missing
200936_atnumeric329 unique values
0 missing
201262_s_atnumeric325 unique values
0 missing
201599_atnumeric328 unique values
0 missing
201970_s_atnumeric326 unique values
0 missing
202412_s_atnumeric325 unique values
0 missing
202887_s_atnumeric329 unique values
0 missing
203462_x_atnumeric327 unique values
0 missing
204051_s_atnumeric326 unique values
0 missing
204759_atnumeric329 unique values
0 missing
205590_atnumeric326 unique values
0 missing
206638_atnumeric314 unique values
0 missing
208549_x_atnumeric328 unique values
0 missing
208929_x_atnumeric329 unique values
0 missing
209360_s_atnumeric322 unique values
0 missing
209994_s_atnumeric321 unique values
0 missing
211240_x_atnumeric329 unique values
0 missing
212050_atnumeric326 unique values
0 missing
212533_atnumeric326 unique values
0 missing
213061_s_atnumeric327 unique values
0 missing
213787_s_atnumeric323 unique values
0 missing
214753_atnumeric327 unique values
0 missing
216696_s_atnumeric322 unique values
0 missing
217916_s_atnumeric328 unique values
0 missing
218407_x_atnumeric328 unique values
0 missing
219243_atnumeric326 unique values
0 missing
220966_x_atnumeric326 unique values
0 missing
222125_s_atnumeric327 unique values
0 missing
223032_x_atnumeric329 unique values
0 missing
223895_s_atnumeric310 unique values
0 missing
224813_atnumeric328 unique values
0 missing
225267_atnumeric328 unique values
0 missing
225835_atnumeric326 unique values
0 missing
226474_atnumeric326 unique values
0 missing
227221_atnumeric324 unique values
0 missing
228291_s_atnumeric325 unique values
0 missing
229768_atnumeric320 unique values
0 missing
232080_atnumeric325 unique values
0 missing
235433_atnumeric320 unique values
0 missing
239597_atnumeric327 unique values
0 missing
244745_atnumeric326 unique values
0 missing
1405_i_atnumeric327 unique values
0 missing
1558801_atnumeric324 unique values
0 missing
200636_s_atnumeric329 unique values
0 missing
200937_s_atnumeric328 unique values
0 missing
201263_atnumeric327 unique values
0 missing
201600_atnumeric328 unique values
0 missing
201971_s_atnumeric326 unique values
0 missing
202413_s_atnumeric327 unique values
0 missing
202888_s_atnumeric327 unique values
0 missing
203470_s_atnumeric325 unique values
0 missing
204052_s_atnumeric319 unique values
0 missing
204774_atnumeric328 unique values
0 missing
205592_atnumeric305 unique values
0 missing
206656_s_atnumeric326 unique values
0 missing
208555_x_atnumeric303 unique values
0 missing
208932_atnumeric324 unique values
0 missing
209365_s_atnumeric325 unique values
0 missing
210014_x_atnumeric328 unique values
0 missing
211257_x_atnumeric325 unique values
0 missing
212052_s_atnumeric328 unique values
0 missing
212534_atnumeric323 unique values
0 missing
213062_atnumeric325 unique values
0 missing
213789_atnumeric325 unique values
0 missing
214761_atnumeric325 unique values
0 missing
216699_s_atnumeric322 unique values
0 missing
217917_s_atnumeric329 unique values
0 missing
218408_atnumeric323 unique values
0 missing
219250_s_atnumeric326 unique values
0 missing
220968_s_atnumeric327 unique values
0 missing
222127_s_atnumeric325 unique values
0 missing
223034_s_atnumeric329 unique values
0 missing
223922_x_atnumeric326 unique values
0 missing
224815_atnumeric328 unique values
0 missing
225268_atnumeric323 unique values
0 missing
225842_atnumeric327 unique values
0 missing
226480_atnumeric325 unique values
0 missing
227223_atnumeric327 unique values
0 missing
228297_atnumeric329 unique values
0 missing
229777_atnumeric323 unique values
0 missing
232099_atnumeric327 unique values
0 missing
235444_atnumeric323 unique values
0 missing
239619_atnumeric326 unique values
0 missing
244753_atnumeric328 unique values
0 missing
1487_atnumeric321 unique values
0 missing
1558828_s_atnumeric324 unique values
0 missing
200637_s_atnumeric326 unique values
0 missing
200940_s_atnumeric324 unique values
0 missing
201264_atnumeric328 unique values
0 missing
201601_x_atnumeric329 unique values
0 missing
201972_atnumeric329 unique values
0 missing
202416_atnumeric324 unique values
0 missing
202889_x_atnumeric325 unique values
0 missing
203471_s_atnumeric326 unique values
0 missing
204053_x_atnumeric324 unique values
0 missing
204776_atnumeric324 unique values
0 missing
205593_s_atnumeric323 unique values
0 missing
206658_atnumeric301 unique values
0 missing
208579_x_atnumeric326 unique values
0 missing
208933_s_atnumeric323 unique values
0 missing
209366_x_atnumeric328 unique values
0 missing
210017_atnumeric326 unique values
0 missing
211270_x_atnumeric325 unique values
0 missing
212053_atnumeric327 unique values
0 missing
212535_atnumeric324 unique values
0 missing
213064_atnumeric328 unique values
0 missing
213791_atnumeric321 unique values
0 missing
214765_s_atnumeric327 unique values
0 missing
216702_x_atnumeric326 unique values
0 missing
217918_atnumeric329 unique values
0 missing
218409_s_atnumeric323 unique values
0 missing
219255_x_atnumeric328 unique values
0 missing
220974_x_atnumeric327 unique values
0 missing
222138_s_atnumeric324 unique values
0 missing
223035_s_atnumeric324 unique values
0 missing
223939_atnumeric321 unique values
0 missing
224817_atnumeric326 unique values
0 missing
225269_s_atnumeric328 unique values
0 missing
225845_atnumeric327 unique values
0 missing
226482_s_atnumeric328 unique values
0 missing
227235_atnumeric328 unique values
0 missing
228299_atnumeric327 unique values
0 missing
229778_atnumeric321 unique values
0 missing
232113_atnumeric322 unique values
0 missing
235445_atnumeric323 unique values
0 missing
239629_atnumeric328 unique values
0 missing
244766_atnumeric322 unique values
0 missing
1552256_a_atnumeric328 unique values
0 missing
1558837_a_atnumeric326 unique values
0 missing
200638_s_atnumeric328 unique values
0 missing
200941_atnumeric327 unique values
0 missing
201266_atnumeric328 unique values
0 missing
201602_s_atnumeric326 unique values
0 missing
201973_s_atnumeric328 unique values
0 missing
202418_atnumeric326 unique values
0 missing
202890_atnumeric327 unique values
0 missing
203473_atnumeric329 unique values
0 missing
204057_atnumeric329 unique values
0 missing
204777_s_atnumeric327 unique values
0 missing
205594_atnumeric328 unique values
0 missing
206662_atnumeric329 unique values
0 missing
208581_x_atnumeric329 unique values
0 missing
208934_s_atnumeric326 unique values
0 missing
209368_atnumeric327 unique values
0 missing
210018_x_atnumeric328 unique values
0 missing
211271_x_atnumeric325 unique values
0 missing
212055_atnumeric323 unique values
0 missing
212536_atnumeric323 unique values
0 missing
213068_atnumeric315 unique values
0 missing
213792_s_atnumeric329 unique values
0 missing
214768_x_atnumeric324 unique values
0 missing
216705_s_atnumeric321 unique values
0 missing
217919_s_atnumeric324 unique values
0 missing
218418_s_atnumeric329 unique values
0 missing
219256_s_atnumeric326 unique values
0 missing
220980_s_atnumeric327 unique values
0 missing
222139_atnumeric327 unique values
0 missing
223037_atnumeric325 unique values
0 missing
223940_x_atnumeric329 unique values
0 missing
224818_atnumeric328 unique values
0 missing
225270_atnumeric323 unique values
0 missing
225846_atnumeric322 unique values
0 missing
226490_atnumeric322 unique values
0 missing
227253_atnumeric327 unique values
0 missing
228301_x_atnumeric327 unique values
0 missing
229779_atnumeric325 unique values
0 missing
232118_atnumeric323 unique values
0 missing
235456_atnumeric327 unique values
0 missing
239660_atnumeric324 unique values
0 missing
244780_atnumeric329 unique values
0 missing
1552257_a_atnumeric318 unique values
0 missing
1558953_s_atnumeric326 unique values
0 missing
200639_s_atnumeric328 unique values
0 missing
200942_s_atnumeric327 unique values
0 missing
201267_s_atnumeric324 unique values
0 missing
201603_atnumeric328 unique values
0 missing
201975_atnumeric325 unique values
0 missing
202421_atnumeric324 unique values
0 missing
202893_atnumeric325 unique values
0 missing
203474_atnumeric327 unique values
0 missing
204059_s_atnumeric325 unique values
0 missing
204779_s_atnumeric329 unique values
0 missing
205596_s_atnumeric322 unique values
0 missing
206666_atnumeric324 unique values
0 missing
208596_s_atnumeric325 unique values
0 missing
208936_x_atnumeric327 unique values
0 missing
209369_atnumeric324 unique values
0 missing
210024_s_atnumeric326 unique values
0 missing
211275_s_atnumeric326 unique values
0 missing
212056_atnumeric326 unique values
0 missing
212537_x_atnumeric328 unique values
0 missing
213069_atnumeric328 unique values
0 missing
213796_atnumeric184 unique values
0 missing
214770_atnumeric327 unique values
0 missing
216713_atnumeric322 unique values
0 missing
217922_atnumeric324 unique values
0 missing
218423_x_atnumeric326 unique values
0 missing
219263_atnumeric329 unique values
0 missing
220988_s_atnumeric323 unique values
0 missing
222146_s_atnumeric327 unique values
0 missing
223039_atnumeric328 unique values
0 missing
223978_s_atnumeric327 unique values
0 missing
224819_atnumeric328 unique values
0 missing
225272_atnumeric328 unique values
0 missing
225847_atnumeric328 unique values
0 missing
226492_atnumeric320 unique values
0 missing
227260_atnumeric329 unique values
0 missing
228307_atnumeric329 unique values
0 missing
229782_atnumeric291 unique values
0 missing
232122_s_atnumeric322 unique values
0 missing
235457_atnumeric328 unique values
0 missing
239707_atnumeric321 unique values
0 missing
244804_atnumeric320 unique values
0 missing
1552274_atnumeric320 unique values
0 missing
1558956_s_atnumeric326 unique values
0 missing
200640_atnumeric328 unique values
0 missing
200943_atnumeric328 unique values
0 missing
201268_atnumeric329 unique values
0 missing
201606_s_atnumeric326 unique values
0 missing
201976_s_atnumeric326 unique values
0 missing
202423_atnumeric327 unique values
0 missing
202897_atnumeric326 unique values
0 missing
203476_atnumeric328 unique values
0 missing
204068_atnumeric325 unique values
0 missing
204780_s_atnumeric328 unique values
0 missing
205597_atnumeric325 unique values
0 missing
206681_x_atnumeric307 unique values
0 missing
208598_s_atnumeric324 unique values
0 missing
208937_s_atnumeric328 unique values
0 missing
209373_atnumeric328 unique values
0 missing
210026_s_atnumeric328 unique values
0 missing
211276_atnumeric316 unique values
0 missing
212057_atnumeric323 unique values
0 missing
212538_atnumeric328 unique values
0 missing
213070_atnumeric328 unique values
0 missing
213798_s_atnumeric329 unique values
0 missing
214771_x_atnumeric326 unique values
0 missing
216733_s_atnumeric329 unique values
0 missing
217923_atnumeric329 unique values
0 missing
218424_s_atnumeric325 unique values
0 missing
219266_atnumeric319 unique values
0 missing
220990_s_atnumeric329 unique values
0 missing
222150_s_atnumeric324 unique values
0 missing
223040_atnumeric327 unique values
0 missing
223982_s_atnumeric327 unique values
0 missing
224820_atnumeric325 unique values
0 missing
225273_atnumeric328 unique values
0 missing
225849_s_atnumeric329 unique values
0 missing
226495_atnumeric324 unique values
0 missing
227265_atnumeric328 unique values
0 missing
228315_atnumeric324 unique values
0 missing
229797_atnumeric321 unique values
0 missing
232125_atnumeric327 unique values
0 missing
235458_atnumeric320 unique values
0 missing
239726_atnumeric326 unique values
0 missing
244881_atnumeric325 unique values
0 missing
1552275_s_atnumeric313 unique values
0 missing
1558982_atnumeric323 unique values
0 missing
200641_s_atnumeric328 unique values
0 missing
200944_s_atnumeric328 unique values
0 missing
201272_atnumeric329 unique values
0 missing
201608_s_atnumeric323 unique values
0 missing
201980_s_atnumeric329 unique values
0 missing
202424_atnumeric323 unique values
0 missing
202899_s_atnumeric328 unique values
0 missing
203477_atnumeric329 unique values
0 missing
204069_atnumeric326 unique values
0 missing
204781_s_atnumeric325 unique values
0 missing
205608_s_atnumeric322 unique values
0 missing
206696_atnumeric305 unique values
0 missing
208607_s_atnumeric300 unique values
0 missing
208939_atnumeric326 unique values
0 missing
209374_s_atnumeric327 unique values
0 missing
210027_s_atnumeric328 unique values
0 missing
211277_x_atnumeric327 unique values
0 missing
212058_atnumeric326 unique values
0 missing
212539_atnumeric325 unique values
0 missing
213071_atnumeric311 unique values
0 missing
213800_atnumeric324 unique values
0 missing
214774_x_atnumeric323 unique values
0 missing
216745_x_atnumeric323 unique values
0 missing
217926_atnumeric327 unique values
0 missing
218428_s_atnumeric329 unique values
0 missing
219271_atnumeric328 unique values
0 missing
220999_s_atnumeric325 unique values
0 missing
222154_s_atnumeric328 unique values
0 missing
223042_s_atnumeric328 unique values
0 missing
223986_x_atnumeric291 unique values
0 missing
224821_atnumeric324 unique values
0 missing
225274_atnumeric328 unique values
0 missing
225850_atnumeric326 unique values
0 missing
226496_atnumeric326 unique values
0 missing
227266_s_atnumeric326 unique values
0 missing
228318_s_atnumeric326 unique values
0 missing
229800_atnumeric323 unique values
0 missing
232138_atnumeric328 unique values
0 missing
235489_atnumeric328 unique values
0 missing
239735_atnumeric325 unique values
0 missing
266_s_atnumeric329 unique values
0 missing
1552302_atnumeric326 unique values
0 missing
1559038_atnumeric324 unique values
0 missing
200642_atnumeric329 unique values
0 missing
200945_s_atnumeric329 unique values
0 missing
201273_s_atnumeric328 unique values
0 missing
201612_atnumeric328 unique values
0 missing
201983_s_atnumeric327 unique values
0 missing
202425_x_atnumeric325 unique values
0 missing
202901_x_atnumeric328 unique values
0 missing
203478_atnumeric325 unique values
0 missing
204070_atnumeric327 unique values
0 missing
204787_atnumeric327 unique values
0 missing
205609_atnumeric326 unique values
0 missing
206697_s_atnumeric313 unique values
0 missing
208610_s_atnumeric326 unique values
0 missing
208942_s_atnumeric328 unique values
0 missing
209376_x_atnumeric324 unique values
0 missing
210029_atnumeric326 unique values
0 missing
211284_s_atnumeric328 unique values
0 missing
212062_atnumeric327 unique values
0 missing
212542_s_atnumeric326 unique values
0 missing
213074_atnumeric328 unique values
0 missing
213801_x_atnumeric329 unique values
0 missing
214777_atnumeric317 unique values
0 missing
216782_atnumeric324 unique values
0 missing
217927_atnumeric328 unique values
0 missing
218432_atnumeric326 unique values
0 missing
219274_atnumeric326 unique values
0 missing
221004_s_atnumeric327 unique values
0 missing
222162_s_atnumeric327 unique values
0 missing
223043_atnumeric328 unique values
0 missing
223988_x_atnumeric327 unique values
0 missing
224822_atnumeric325 unique values
0 missing
225275_atnumeric329 unique values
0 missing
225852_atnumeric326 unique values
0 missing
226497_s_atnumeric326 unique values
0 missing
227271_atnumeric325 unique values
0 missing
228320_x_atnumeric321 unique values
0 missing
229802_atnumeric320 unique values
0 missing
232150_atnumeric327 unique values
0 missing
235501_atnumeric327 unique values
0 missing
239742_atnumeric325 unique values
0 missing
31637_s_atnumeric327 unique values
0 missing
1552309_a_atnumeric321 unique values
0 missing
1559117_atnumeric328 unique values
0 missing
200643_atnumeric325 unique values
0 missing
200946_x_atnumeric329 unique values
0 missing
201274_atnumeric323 unique values
0 missing
201613_s_atnumeric324 unique values
0 missing
201984_s_atnumeric324 unique values
0 missing
202427_s_atnumeric328 unique values
0 missing
202902_s_atnumeric327 unique values
0 missing
203480_s_atnumeric323 unique values
0 missing
204072_s_atnumeric328 unique values
0 missing
204790_atnumeric325 unique values
0 missing
205613_atnumeric322 unique values
0 missing
206700_s_atnumeric323 unique values
0 missing
208611_s_atnumeric328 unique values
0 missing
208943_s_atnumeric326 unique values
0 missing
209377_s_atnumeric327 unique values
0 missing
210041_s_atnumeric326 unique values
0 missing
211285_s_atnumeric326 unique values
0 missing
212063_atnumeric328 unique values
0 missing
212543_atnumeric328 unique values
0 missing
213075_atnumeric327 unique values
0 missing
213803_atnumeric324 unique values
0 missing
214784_x_atnumeric323 unique values
0 missing
216804_s_atnumeric328 unique values
0 missing
217929_s_atnumeric321 unique values
0 missing
218435_atnumeric327 unique values
0 missing
219276_x_atnumeric322 unique values
0 missing
221009_s_atnumeric327 unique values
0 missing
222168_atnumeric309 unique values
0 missing
223044_atnumeric329 unique values
0 missing
223989_s_atnumeric322 unique values
0 missing
224823_atnumeric328 unique values
0 missing
225276_atnumeric324 unique values
0 missing
225853_atnumeric327 unique values
0 missing
226498_atnumeric326 unique values
0 missing
227274_atnumeric327 unique values
0 missing
228325_atnumeric320 unique values
0 missing
229803_s_atnumeric324 unique values
0 missing
232151_atnumeric321 unique values
0 missing
235503_atnumeric302 unique values
0 missing
239748_x_atnumeric328 unique values
0 missing
31874_atnumeric321 unique values
0 missing
1552316_a_atnumeric326 unique values
0 missing
1559156_atnumeric327 unique values
0 missing
200644_atnumeric326 unique values
0 missing
200947_s_atnumeric328 unique values
0 missing
201275_atnumeric329 unique values
0 missing
201615_x_atnumeric322 unique values
0 missing
201986_atnumeric325 unique values
0 missing
202428_x_atnumeric328 unique values
0 missing
202905_x_atnumeric324 unique values
0 missing
203484_atnumeric329 unique values
0 missing
204076_atnumeric326 unique values
0 missing
204793_atnumeric324 unique values
0 missing
205614_x_atnumeric327 unique values
0 missing
206701_x_atnumeric325 unique values
0 missing
208612_atnumeric328 unique values
0 missing
208944_atnumeric328 unique values
0 missing
209380_s_atnumeric324 unique values
0 missing
210042_s_atnumeric324 unique values
0 missing
211296_x_atnumeric329 unique values
0 missing
212064_x_atnumeric324 unique values
0 missing
212544_atnumeric323 unique values
0 missing
213077_atnumeric326 unique values
0 missing
213807_x_atnumeric326 unique values
0 missing
214789_x_atnumeric325 unique values
0 missing
216834_atnumeric328 unique values
0 missing
217933_s_atnumeric327 unique values
0 missing
218439_s_atnumeric326 unique values
0 missing
219277_s_atnumeric325 unique values
0 missing
221011_s_atnumeric324 unique values
0 missing
222182_s_atnumeric328 unique values
0 missing
223046_atnumeric327 unique values
0 missing
223993_s_atnumeric328 unique values
0 missing
224828_atnumeric328 unique values
0 missing
225277_atnumeric321 unique values
0 missing
225857_s_atnumeric321 unique values
0 missing
226499_atnumeric323 unique values
0 missing
227277_atnumeric325 unique values
0 missing
228332_s_atnumeric329 unique values
0 missing
229813_x_atnumeric329 unique values
0 missing
232164_s_atnumeric326 unique values
0 missing
235507_atnumeric326 unique values
0 missing
239761_atnumeric321 unique values
0 missing
32091_atnumeric321 unique values
0 missing
1552362_a_atnumeric323 unique values
0 missing
1559167_x_atnumeric326 unique values
0 missing
200645_atnumeric329 unique values
0 missing
200948_atnumeric327 unique values
0 missing
201276_atnumeric328 unique values
0 missing
201616_s_atnumeric329 unique values
0 missing
201987_atnumeric328 unique values
0 missing
202429_s_atnumeric327 unique values
0 missing
202906_s_atnumeric325 unique values
0 missing
203485_atnumeric324 unique values
0 missing
204079_atnumeric325 unique values
0 missing
204802_atnumeric327 unique values
0 missing
205618_atnumeric326 unique values
0 missing
206702_atnumeric326 unique values
0 missing
208613_s_atnumeric323 unique values
0 missing
208946_s_atnumeric329 unique values
0 missing
209383_atnumeric322 unique values
0 missing
210046_s_atnumeric328 unique values
0 missing
211297_s_atnumeric324 unique values
0 missing
212066_s_atnumeric326 unique values
0 missing
212548_s_atnumeric329 unique values
0 missing
213080_x_atnumeric329 unique values
0 missing
213812_s_atnumeric326 unique values
0 missing
214797_s_atnumeric328 unique values
0 missing
216836_s_atnumeric325 unique values
0 missing
217934_x_atnumeric327 unique values
0 missing
218440_atnumeric322 unique values
0 missing
219279_atnumeric323 unique values
0 missing
221012_s_atnumeric325 unique values
0 missing
222187_x_atnumeric325 unique values
0 missing
223047_atnumeric329 unique values
0 missing
224012_atnumeric327 unique values
0 missing
224829_atnumeric327 unique values
0 missing
225278_atnumeric325 unique values
0 missing
225858_s_atnumeric329 unique values
0 missing
226505_x_atnumeric325 unique values
0 missing
227278_atnumeric325 unique values
0 missing
228333_atnumeric327 unique values
0 missing
229830_atnumeric328 unique values
0 missing
232165_atnumeric325 unique values
0 missing
235518_atnumeric320 unique values
0 missing
239798_atnumeric319 unique values
0 missing
32128_atnumeric328 unique values
0 missing
1552365_atnumeric325 unique values
0 missing
1559190_s_atnumeric325 unique values
0 missing
200646_s_atnumeric325 unique values
0 missing
200949_x_atnumeric329 unique values
0 missing
201277_s_atnumeric329 unique values
0 missing
201617_x_atnumeric329 unique values
0 missing
201988_s_atnumeric327 unique values
0 missing
202430_s_atnumeric328 unique values
0 missing
202907_s_atnumeric327 unique values
0 missing
203497_atnumeric327 unique values
0 missing
204082_atnumeric328 unique values
0 missing
204803_s_atnumeric328 unique values
0 missing
205624_atnumeric325 unique values
0 missing
206710_s_atnumeric324 unique values
0 missing
208614_s_atnumeric327 unique values
0 missing
208948_s_atnumeric326 unique values
0 missing
209384_atnumeric329 unique values
0 missing
210064_s_atnumeric316 unique values
0 missing
211298_s_atnumeric305 unique values
0 missing
212067_s_atnumeric328 unique values
0 missing
212551_atnumeric326 unique values
0 missing
213084_x_atnumeric329 unique values
0 missing
213813_x_atnumeric324 unique values
0 missing
214800_x_atnumeric328 unique values
0 missing
216841_s_atnumeric329 unique values
0 missing
217936_atnumeric326 unique values
0 missing
218446_s_atnumeric325 unique values
0 missing
219281_atnumeric326 unique values
0 missing
221019_s_atnumeric326 unique values
0 missing
222207_x_atnumeric327 unique values
0 missing
223049_atnumeric325 unique values
0 missing
224027_atnumeric321 unique values
0 missing
224830_atnumeric326 unique values
0 missing
225280_x_atnumeric325 unique values
0 missing
225860_atnumeric321 unique values
0 missing
226506_atnumeric324 unique values
0 missing
227279_atnumeric326 unique values
0 missing
228335_atnumeric320 unique values
0 missing
229831_atnumeric322 unique values
0 missing
232168_x_atnumeric324 unique values
0 missing
235521_atnumeric322 unique values
0 missing
239860_atnumeric322 unique values
0 missing
32137_atnumeric324 unique values
0 missing
1552367_a_atnumeric322 unique values
0 missing
1559360_atnumeric321 unique values
0 missing
200647_x_atnumeric329 unique values
0 missing
200950_atnumeric328 unique values
0 missing
201278_atnumeric328 unique values
0 missing
201618_x_atnumeric328 unique values
0 missing
201989_s_atnumeric326 unique values
0 missing
202431_s_atnumeric328 unique values
0 missing
202908_atnumeric326 unique values
0 missing
203498_atnumeric328 unique values
0 missing
204083_s_atnumeric329 unique values
0 missing
204805_s_atnumeric326 unique values
0 missing
205625_s_atnumeric295 unique values
0 missing
206714_atnumeric322 unique values
0 missing
208615_s_atnumeric327 unique values
0 missing
208949_s_atnumeric329 unique values
0 missing
209385_s_atnumeric327 unique values
0 missing
210065_s_atnumeric313 unique values
0 missing
211302_s_atnumeric325 unique values
0 missing
212068_s_atnumeric328 unique values
0 missing
212552_atnumeric329 unique values
0 missing
213085_s_atnumeric328 unique values
0 missing
213828_x_atnumeric329 unique values
0 missing
214803_atnumeric328 unique values
0 missing
216853_x_atnumeric323 unique values
0 missing
217938_s_atnumeric325 unique values
0 missing
218447_atnumeric323 unique values
0 missing
219283_atnumeric327 unique values
0 missing
221024_s_atnumeric325 unique values
0 missing
222209_s_atnumeric325 unique values
0 missing
223051_atnumeric327 unique values
0 missing
224057_s_atnumeric323 unique values
0 missing
224831_atnumeric324 unique values
0 missing
225283_atnumeric328 unique values
0 missing
225861_atnumeric326 unique values
0 missing
226508_atnumeric328 unique values
0 missing
227289_atnumeric327 unique values
0 missing
228338_atnumeric326 unique values
0 missing
229839_atnumeric304 unique values
0 missing
232169_x_atnumeric328 unique values
0 missing
235529_x_atnumeric327 unique values
0 missing
239893_atnumeric325 unique values
0 missing
32625_atnumeric320 unique values
0 missing
1552426_a_atnumeric327 unique values
0 missing
1559361_atnumeric320 unique values
0 missing
200648_s_atnumeric326 unique values
0 missing
200953_s_atnumeric328 unique values
0 missing
201279_s_atnumeric329 unique values
0 missing
201619_atnumeric328 unique values
0 missing
201990_s_atnumeric327 unique values
0 missing
202432_atnumeric326 unique values
0 missing
202909_atnumeric327 unique values
0 missing
203501_atnumeric326 unique values
0 missing
204084_s_atnumeric329 unique values
0 missing
204806_x_atnumeric328 unique values
0 missing
205626_s_atnumeric309 unique values
0 missing
206715_atnumeric325 unique values
0 missing
208616_s_atnumeric328 unique values
0 missing
208950_s_atnumeric329 unique values
0 missing
209386_atnumeric328 unique values
0 missing
210069_atnumeric318 unique values
0 missing
211303_x_atnumeric326 unique values
0 missing
212070_atnumeric328 unique values
0 missing
212554_atnumeric328 unique values
0 missing
213086_s_atnumeric329 unique values
0 missing
213831_atnumeric327 unique values
0 missing
214805_atnumeric323 unique values
0 missing
216858_x_atnumeric328 unique values
0 missing
217939_s_atnumeric324 unique values
0 missing
218449_atnumeric326 unique values
0 missing
219288_atnumeric326 unique values
0 missing
221031_s_atnumeric328 unique values
0 missing
222212_s_atnumeric329 unique values
0 missing
223054_atnumeric324 unique values
0 missing
224061_atnumeric324 unique values
0 missing
224832_atnumeric322 unique values
0 missing
225284_atnumeric325 unique values
0 missing
225864_atnumeric327 unique values
0 missing
226517_atnumeric325 unique values
0 missing
227290_atnumeric328 unique values
0 missing
228342_s_atnumeric325 unique values
0 missing
229842_atnumeric323 unique values
0 missing
232176_atnumeric319 unique values
0 missing
235535_x_atnumeric326 unique values
0 missing
239901_atnumeric327 unique values
0 missing
32836_atnumeric325 unique values
0 missing
1552455_atnumeric329 unique values
0 missing
1559391_s_atnumeric326 unique values
0 missing
200649_atnumeric327 unique values
0 missing
200954_atnumeric327 unique values
0 missing
201280_s_atnumeric329 unique values
0 missing
201621_atnumeric325 unique values
0 missing
201991_s_atnumeric329 unique values
0 missing
202435_s_atnumeric327 unique values
0 missing
202910_s_atnumeric326 unique values
0 missing
203502_atnumeric325 unique values
0 missing
204093_atnumeric324 unique values
0 missing
204808_s_atnumeric327 unique values
0 missing
205628_atnumeric315 unique values
0 missing
206716_atnumeric299 unique values
0 missing
208617_s_atnumeric327 unique values
0 missing
208951_atnumeric327 unique values
0 missing
209387_s_atnumeric327 unique values
0 missing
210070_s_atnumeric327 unique values
0 missing
211316_x_atnumeric328 unique values
0 missing
212071_s_atnumeric328 unique values
0 missing
212558_atnumeric327 unique values
0 missing
213089_atnumeric326 unique values
0 missing
213832_atnumeric322 unique values
0 missing
214806_atnumeric323 unique values
0 missing
216859_x_atnumeric326 unique values
0 missing
217940_s_atnumeric325 unique values
0 missing
218450_atnumeric326 unique values
0 missing
219290_x_atnumeric323 unique values
0 missing
221045_s_atnumeric326 unique values
0 missing
222216_s_atnumeric324 unique values
0 missing
223056_s_atnumeric327 unique values
0 missing
224062_x_atnumeric322 unique values
0 missing
224833_atnumeric327 unique values
0 missing
225285_atnumeric324 unique values
0 missing
225865_x_atnumeric324 unique values
0 missing
226518_atnumeric325 unique values
0 missing
227291_s_atnumeric328 unique values
0 missing
228347_atnumeric319 unique values
0 missing
229851_s_atnumeric329 unique values
0 missing
232204_atnumeric326 unique values
0 missing
235548_atnumeric263 unique values
0 missing
239907_atnumeric325 unique values
0 missing
32837_atnumeric323 unique values
0 missing
1552463_atnumeric309 unique values
0 missing
1559410_atnumeric327 unique values
0 missing
200650_s_atnumeric329 unique values
0 missing
200955_atnumeric328 unique values
0 missing
201282_atnumeric323 unique values
0 missing
201622_atnumeric325 unique values
0 missing
201993_x_atnumeric329 unique values
0 missing
202436_s_atnumeric327 unique values
0 missing
202912_atnumeric329 unique values
0 missing
203504_s_atnumeric327 unique values
0 missing
204094_s_atnumeric325 unique values
0 missing
204813_atnumeric320 unique values
0 missing
205630_atnumeric292 unique values
0 missing
206717_atnumeric305 unique values
0 missing
208619_atnumeric327 unique values
0 missing
208953_atnumeric324 unique values
0 missing
209388_atnumeric329 unique values
0 missing
210072_atnumeric321 unique values
0 missing
211317_s_atnumeric324 unique values
0 missing
212072_s_atnumeric327 unique values
0 missing
212560_atnumeric329 unique values
0 missing
213093_atnumeric327 unique values
0 missing
213835_x_atnumeric325 unique values
0 missing
214812_s_atnumeric324 unique values
0 missing
216862_s_atnumeric327 unique values
0 missing
217941_s_atnumeric326 unique values
0 missing
218454_atnumeric324 unique values
0 missing
219293_s_atnumeric328 unique values
0 missing
221051_s_atnumeric308 unique values
0 missing
222229_x_atnumeric328 unique values
0 missing
223058_atnumeric324 unique values
0 missing
224068_x_atnumeric329 unique values
0 missing
224836_atnumeric326 unique values
0 missing
225286_atnumeric327 unique values
0 missing
225866_atnumeric324 unique values
0 missing
226519_s_atnumeric328 unique values
0 missing
227295_atnumeric328 unique values
0 missing
228363_atnumeric328 unique values
0 missing
229858_atnumeric327 unique values
0 missing
232210_atnumeric327 unique values
0 missing
235570_atnumeric324 unique values
0 missing
239955_atnumeric324 unique values
0 missing
33322_i_atnumeric328 unique values
0 missing
1552477_a_atnumeric319 unique values
0 missing
1559425_atnumeric322 unique values
0 missing
200651_atnumeric329 unique values
0 missing
200958_s_atnumeric329 unique values
0 missing
201284_s_atnumeric326 unique values
0 missing
201623_s_atnumeric327 unique values
0 missing
201994_atnumeric329 unique values
0 missing
202437_s_atnumeric328 unique values
0 missing
202917_s_atnumeric328 unique values
0 missing
203505_atnumeric328 unique values
0 missing
204102_s_atnumeric329 unique values
0 missing
204818_atnumeric283 unique values
0 missing
205632_s_atnumeric322 unique values
0 missing
206765_atnumeric325 unique values
0 missing
208620_atnumeric325 unique values
0 missing
208956_x_atnumeric329 unique values
0 missing
209389_x_atnumeric328 unique values
0 missing
210084_x_atnumeric323 unique values
0 missing
211323_s_atnumeric327 unique values
0 missing
212074_atnumeric326 unique values
0 missing
212561_atnumeric329 unique values
0 missing
213094_atnumeric326 unique values
0 missing
213836_s_atnumeric327 unique values
0 missing
214835_s_atnumeric328 unique values
0 missing
216903_s_atnumeric324 unique values
0 missing
217942_atnumeric326 unique values
0 missing
218460_atnumeric325 unique values
0 missing
219295_s_atnumeric328 unique values
0 missing
221059_s_atnumeric327 unique values
0 missing
222230_s_atnumeric327 unique values
0 missing
223059_s_atnumeric329 unique values
0 missing
224129_s_atnumeric327 unique values
0 missing
224837_atnumeric329 unique values
0 missing
225288_atnumeric329 unique values
0 missing
225871_atnumeric326 unique values
0 missing
226523_atnumeric322 unique values
0 missing
227297_atnumeric324 unique values
0 missing
228365_atnumeric328 unique values
0 missing
229860_x_atnumeric320 unique values
0 missing
232215_x_atnumeric329 unique values
0 missing
235589_s_atnumeric328 unique values
0 missing
239959_x_atnumeric322 unique values
0 missing
33323_r_atnumeric324 unique values
0 missing
1552509_a_atnumeric310 unique values
0 missing
1559436_x_atnumeric329 unique values
0 missing
200652_atnumeric328 unique values
0 missing
200959_atnumeric328 unique values
0 missing
201285_atnumeric328 unique values
0 missing
201624_atnumeric327 unique values
0 missing
201995_atnumeric327 unique values
0 missing
202441_atnumeric327 unique values
0 missing
202918_s_atnumeric327 unique values
0 missing
203509_atnumeric329 unique values
0 missing
204103_atnumeric327 unique values
0 missing
204820_s_atnumeric329 unique values
0 missing
205633_s_atnumeric327 unique values
0 missing
206770_s_atnumeric324 unique values
0 missing
208621_s_atnumeric327 unique values
0 missing
208959_s_atnumeric326 unique values
0 missing
209392_atnumeric329 unique values
0 missing
210095_s_atnumeric329 unique values
0 missing
211325_x_atnumeric322 unique values
0 missing
212077_atnumeric329 unique values
0 missing
212566_atnumeric329 unique values
0 missing
213095_x_atnumeric326 unique values
0 missing
213839_atnumeric325 unique values
0 missing
214836_x_atnumeric328 unique values
0 missing
216905_s_atnumeric320 unique values
0 missing
217945_atnumeric326 unique values
0 missing
218461_atnumeric325 unique values
0 missing
219298_atnumeric329 unique values
0 missing
221067_s_atnumeric321 unique values
0 missing
222231_s_atnumeric326 unique values
0 missing
223060_atnumeric322 unique values
0 missing
224151_s_atnumeric325 unique values
0 missing
224838_atnumeric327 unique values
0 missing
225290_atnumeric323 unique values
0 missing
225872_atnumeric328 unique values
0 missing
226525_atnumeric324 unique values
0 missing
227305_s_atnumeric325 unique values
0 missing
228367_atnumeric327 unique values
0 missing
229872_s_atnumeric326 unique values
0 missing
232224_atnumeric320 unique values
0 missing
235591_atnumeric312 unique values
0 missing
239979_atnumeric326 unique values
0 missing
33494_atnumeric325 unique values
0 missing
1552519_atnumeric314 unique values
0 missing
1559459_atnumeric288 unique values
0 missing
200653_s_atnumeric329 unique values
0 missing
200960_x_atnumeric328 unique values
0 missing
201286_atnumeric328 unique values
0 missing
201626_atnumeric325 unique values
0 missing
201997_s_atnumeric324 unique values
0 missing
202442_atnumeric327 unique values
0 missing
202919_atnumeric324 unique values
0 missing
203510_atnumeric328 unique values
0 missing
204105_s_atnumeric323 unique values
0 missing
204821_atnumeric328 unique values
0 missing
205641_s_atnumeric326 unique values
0 missing
206771_atnumeric252 unique values
0 missing
208622_s_atnumeric329 unique values
0 missing
208960_s_atnumeric328 unique values
0 missing
209395_atnumeric326 unique values
0 missing
210096_atnumeric296 unique values
0 missing
211340_s_atnumeric328 unique values
0 missing
212082_s_atnumeric329 unique values
0 missing
212568_s_atnumeric322 unique values
0 missing
213101_s_atnumeric329 unique values
0 missing
213842_x_atnumeric328 unique values
0 missing
214843_s_atnumeric327 unique values
0 missing
216920_s_atnumeric319 unique values
0 missing
217947_atnumeric329 unique values
0 missing
218462_atnumeric328 unique values
0 missing
219300_s_atnumeric318 unique values
0 missing
221081_s_atnumeric326 unique values
0 missing
222235_s_atnumeric327 unique values
0 missing
223062_s_atnumeric323 unique values
0 missing
224156_x_atnumeric327 unique values
0 missing
224840_atnumeric329 unique values
0 missing
225293_atnumeric327 unique values
0 missing
225875_s_atnumeric325 unique values
0 missing
226529_atnumeric326 unique values
0 missing
227306_atnumeric317 unique values
0 missing
228370_atnumeric326 unique values
0 missing
229874_x_atnumeric328 unique values
0 missing
232231_atnumeric325 unique values
0 missing
235592_atnumeric326 unique values
0 missing
239990_atnumeric293 unique values
0 missing
33767_atnumeric312 unique values
0 missing
1552610_a_atnumeric328 unique values
0 missing
1559881_s_atnumeric327 unique values
0 missing
200654_atnumeric329 unique values
0 missing
200961_atnumeric329 unique values
0 missing
201287_s_atnumeric325 unique values
0 missing
201627_s_atnumeric320 unique values
0 missing
201998_atnumeric328 unique values
0 missing
202443_x_atnumeric327 unique values
0 missing
202920_atnumeric328 unique values
0 missing
203511_s_atnumeric329 unique values
0 missing
204112_s_atnumeric329 unique values
0 missing
204825_atnumeric318 unique values
0 missing
205644_s_atnumeric327 unique values
0 missing
206775_atnumeric324 unique values
0 missing
208623_s_atnumeric327 unique values
0 missing
208961_s_atnumeric328 unique values
0 missing
209396_s_atnumeric324 unique values
0 missing
210097_s_atnumeric327 unique values
0 missing
211343_s_atnumeric327 unique values
0 missing
212083_atnumeric325 unique values
0 missing
212572_atnumeric327 unique values
0 missing
213102_atnumeric328 unique values
0 missing
213843_x_atnumeric325 unique values
0 missing
214844_s_atnumeric327 unique values
0 missing
216944_s_atnumeric326 unique values
0 missing
217949_s_atnumeric325 unique values
0 missing
218465_atnumeric322 unique values
0 missing
219301_s_atnumeric313 unique values
0 missing
221094_s_atnumeric317 unique values
0 missing
222243_s_atnumeric324 unique values
0 missing
223063_atnumeric325 unique values
0 missing
224159_x_atnumeric329 unique values
0 missing
224841_x_atnumeric328 unique values
0 missing
225294_s_atnumeric327 unique values
0 missing
225876_atnumeric326 unique values
0 missing
226534_atnumeric327 unique values
0 missing
227307_atnumeric327 unique values
0 missing
228372_atnumeric323 unique values
0 missing
229893_atnumeric327 unique values
0 missing
232235_atnumeric324 unique values
0 missing
235629_atnumeric320 unique values
0 missing
239999_atnumeric323 unique values
0 missing
34031_i_atnumeric329 unique values
0 missing
1552615_atnumeric324 unique values
0 missing
1559946_s_atnumeric326 unique values
0 missing
200655_s_atnumeric329 unique values
0 missing
200962_atnumeric327 unique values
0 missing
201288_atnumeric329 unique values
0 missing
201628_s_atnumeric324 unique values
0 missing
201999_s_atnumeric328 unique values
0 missing
202446_s_atnumeric329 unique values
0 missing
202923_s_atnumeric328 unique values
0 missing
203513_atnumeric324 unique values
0 missing
204114_atnumeric324 unique values
0 missing
204829_s_atnumeric328 unique values
0 missing
205645_atnumeric327 unique values
0 missing
206790_s_atnumeric328 unique values
0 missing
208625_s_atnumeric325 unique values
0 missing
208965_s_atnumeric328 unique values
0 missing
209397_atnumeric324 unique values
0 missing
210101_x_atnumeric327 unique values
0 missing
211345_x_atnumeric329 unique values
0 missing
212085_atnumeric328 unique values
0 missing
212573_atnumeric328 unique values
0 missing
213106_atnumeric322 unique values
0 missing
213844_atnumeric326 unique values
0 missing
214845_s_atnumeric327 unique values
0 missing
216950_s_atnumeric327 unique values
0 missing
217954_s_atnumeric328 unique values
0 missing
218467_atnumeric329 unique values
0 missing
219304_s_atnumeric328 unique values
0 missing
221123_x_atnumeric329 unique values
0 missing
222244_s_atnumeric329 unique values
0 missing
223064_atnumeric327 unique values
0 missing
224179_s_atnumeric322 unique values
0 missing
224842_atnumeric326 unique values
0 missing
225295_atnumeric328 unique values
0 missing
225880_atnumeric325 unique values
0 missing
226535_atnumeric324 unique values
0 missing
227314_atnumeric328 unique values
0 missing
228376_atnumeric328 unique values
0 missing
229910_atnumeric325 unique values
0 missing
232264_atnumeric327 unique values
0 missing
235651_atnumeric326 unique values
0 missing
240038_atnumeric325 unique values
0 missing
34206_atnumeric321 unique values
0 missing
1552621_atnumeric325 unique values
0 missing
1559960_x_atnumeric318 unique values
0 missing
200656_s_atnumeric329 unique values
0 missing
200963_x_atnumeric329 unique values
0 missing
201289_atnumeric328 unique values
0 missing
201630_s_atnumeric328 unique values
0 missing
202000_atnumeric323 unique values
0 missing
202447_atnumeric328 unique values
0 missing
202929_s_atnumeric327 unique values
0 missing
203517_atnumeric324 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
329
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
0.95
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
129230.07
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
0.91
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
33.24
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
821.51
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
0.05
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
-0.49
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
0.84
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
18.13
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
395.01
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
16.21
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.94
Average class difference between consecutive instances.
RandomTreeDepth2AUC
0.91
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
64147.7
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
20.97
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
2738.52
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
0.97
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
0.05
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
0.91
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
0.03
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
0.84
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
20.21
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
3.18
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
0.91
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
0.91
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
3306.85
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
0.01
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
2.1
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1603.08
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
0.97
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
0.05
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
0.91
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
913.56
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
0.98
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
0.03
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
0.84
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
0.03
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
0.91
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
0.97
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
1.1
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
0.03
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
0.91
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
2.73
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
542.48
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
0.98
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
0.91
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
0.02
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
79.03
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1776.79
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
0.03
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
0.74
Entropy of the target attribute values.
kNN1NKappa
0.93
Kappa coefficient 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
5.42
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
0.98
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
-1.38
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1516.81
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
0.03
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
328.76
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
51.39
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_Kidney
76 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Prostate_Kidney
1 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Prostate_Kidney
0 runs - estimation_procedure: 33% Holdout set - target_feature: Tissue
Supervised Data Stream Classification on AP_Prostate_Kidney
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: Tissue
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Kidney
0 runs
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Prostate_Kidney
0 runs - estimation_procedure: 50 times Clustering
Define a new task