Data
AP_Colon_Kidney

AP_Colon_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 study_34
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)numeric546 unique values
0 missing
1559167_x_atnumeric544 unique values
0 missing
200661_atnumeric545 unique values
0 missing
200959_atnumeric542 unique values
0 missing
201279_s_atnumeric545 unique values
0 missing
201603_atnumeric539 unique values
0 missing
201955_atnumeric540 unique values
0 missing
202377_atnumeric544 unique values
0 missing
202824_s_atnumeric544 unique values
0 missing
203344_s_atnumeric542 unique values
0 missing
203924_atnumeric528 unique values
0 missing
204588_s_atnumeric542 unique values
0 missing
205342_s_atnumeric537 unique values
0 missing
206201_s_atnumeric502 unique values
0 missing
207760_s_atnumeric540 unique values
0 missing
208771_s_atnumeric541 unique values
0 missing
209143_s_atnumeric542 unique values
0 missing
209662_atnumeric542 unique values
0 missing
210605_s_atnumeric536 unique values
0 missing
211746_x_atnumeric545 unique values
0 missing
212251_atnumeric539 unique values
0 missing
212724_atnumeric544 unique values
0 missing
213362_atnumeric531 unique values
0 missing
214173_x_atnumeric544 unique values
0 missing
215464_s_atnumeric539 unique values
0 missing
217731_s_atnumeric546 unique values
0 missing
218134_s_atnumeric538 unique values
0 missing
218694_atnumeric533 unique values
0 missing
219640_atnumeric531 unique values
0 missing
221514_atnumeric538 unique values
0 missing
222443_s_atnumeric539 unique values
0 missing
223172_s_atnumeric539 unique values
0 missing
224472_x_atnumeric542 unique values
0 missing
224929_atnumeric536 unique values
0 missing
225395_s_atnumeric535 unique values
0 missing
226011_atnumeric539 unique values
0 missing
226670_s_atnumeric538 unique values
0 missing
227467_atnumeric531 unique values
0 missing
228708_atnumeric534 unique values
0 missing
230425_atnumeric506 unique values
0 missing
233893_s_atnumeric534 unique values
0 missing
238581_atnumeric520 unique values
0 missing
244723_atnumeric524 unique values
0 missing
1007_s_atnumeric542 unique values
0 missing
1559190_s_atnumeric532 unique values
0 missing
200662_s_atnumeric546 unique values
0 missing
200960_x_atnumeric544 unique values
0 missing
201280_s_atnumeric545 unique values
0 missing
201605_x_atnumeric543 unique values
0 missing
201956_s_atnumeric541 unique values
0 missing
202378_s_atnumeric545 unique values
0 missing
202825_atnumeric536 unique values
0 missing
203345_s_atnumeric540 unique values
0 missing
203925_atnumeric531 unique values
0 missing
204589_atnumeric533 unique values
0 missing
205343_atnumeric530 unique values
0 missing
206204_atnumeric523 unique values
0 missing
207761_s_atnumeric545 unique values
0 missing
208773_s_atnumeric540 unique values
0 missing
209146_atnumeric544 unique values
0 missing
209667_atnumeric542 unique values
0 missing
210608_s_atnumeric537 unique values
0 missing
211747_s_atnumeric545 unique values
0 missing
212254_s_atnumeric543 unique values
0 missing
212725_s_atnumeric539 unique values
0 missing
213364_s_atnumeric536 unique values
0 missing
214175_x_atnumeric522 unique values
0 missing
215467_x_atnumeric536 unique values
0 missing
217732_s_atnumeric546 unique values
0 missing
218137_s_atnumeric544 unique values
0 missing
218696_atnumeric532 unique values
0 missing
219664_s_atnumeric536 unique values
0 missing
221515_s_atnumeric533 unique values
0 missing
222444_atnumeric539 unique values
0 missing
223177_atnumeric537 unique values
0 missing
224480_s_atnumeric527 unique values
0 missing
224930_x_atnumeric546 unique values
0 missing
225399_atnumeric535 unique values
0 missing
226015_atnumeric540 unique values
0 missing
226671_atnumeric536 unique values
0 missing
227473_atnumeric543 unique values
0 missing
228716_atnumeric534 unique values
0 missing
230432_atnumeric529 unique values
0 missing
233912_x_atnumeric527 unique values
0 missing
238595_atnumeric538 unique values
0 missing
244726_atnumeric536 unique values
0 missing
121_atnumeric542 unique values
0 missing
1559360_atnumeric524 unique values
0 missing
200663_atnumeric542 unique values
0 missing
200961_atnumeric541 unique values
0 missing
201281_atnumeric541 unique values
0 missing
201606_s_atnumeric543 unique values
0 missing
201957_atnumeric536 unique values
0 missing
202379_s_atnumeric543 unique values
0 missing
202826_atnumeric540 unique values
0 missing
203351_s_atnumeric536 unique values
0 missing
203929_s_atnumeric523 unique values
0 missing
204591_atnumeric521 unique values
0 missing
205347_s_atnumeric518 unique values
0 missing
206207_atnumeric520 unique values
0 missing
207769_s_atnumeric532 unique values
0 missing
208774_atnumeric540 unique values
0 missing
209147_s_atnumeric545 unique values
0 missing
209668_x_atnumeric542 unique values
0 missing
210609_s_atnumeric528 unique values
0 missing
211748_x_atnumeric541 unique values
0 missing
212255_s_atnumeric525 unique values
0 missing
212730_atnumeric540 unique values
0 missing
213366_x_atnumeric543 unique values
0 missing
214177_s_atnumeric530 unique values
0 missing
215471_s_atnumeric540 unique values
0 missing
217733_s_atnumeric546 unique values
0 missing
218138_atnumeric533 unique values
0 missing
218698_atnumeric541 unique values
0 missing
219666_atnumeric540 unique values
0 missing
221518_s_atnumeric534 unique values
0 missing
222445_atnumeric537 unique values
0 missing
223180_s_atnumeric544 unique values
0 missing
224481_s_atnumeric542 unique values
0 missing
224932_atnumeric541 unique values
0 missing
225403_atnumeric532 unique values
0 missing
226016_atnumeric537 unique values
0 missing
226675_s_atnumeric544 unique values
0 missing
227474_atnumeric524 unique values
0 missing
228720_atnumeric516 unique values
0 missing
230466_s_atnumeric541 unique values
0 missing
233929_x_atnumeric544 unique values
0 missing
238604_atnumeric538 unique values
0 missing
244740_atnumeric530 unique values
0 missing
1405_i_atnumeric535 unique values
0 missing
1559361_atnumeric522 unique values
0 missing
200664_s_atnumeric538 unique values
0 missing
200962_atnumeric540 unique values
0 missing
201282_atnumeric536 unique values
0 missing
201608_s_atnumeric538 unique values
0 missing
201959_s_atnumeric544 unique values
0 missing
202381_atnumeric545 unique values
0 missing
202829_s_atnumeric536 unique values
0 missing
203358_s_atnumeric534 unique values
0 missing
203931_s_atnumeric537 unique values
0 missing
204595_s_atnumeric539 unique values
0 missing
205350_atnumeric471 unique values
0 missing
206208_atnumeric524 unique values
0 missing
207783_x_atnumeric546 unique values
0 missing
208775_atnumeric541 unique values
0 missing
209150_s_atnumeric531 unique values
0 missing
209669_s_atnumeric539 unique values
0 missing
210616_s_atnumeric540 unique values
0 missing
211749_s_atnumeric543 unique values
0 missing
212263_atnumeric542 unique values
0 missing
212731_atnumeric536 unique values
0 missing
213369_atnumeric490 unique values
0 missing
214179_s_atnumeric538 unique values
0 missing
215472_atnumeric507 unique values
0 missing
217734_s_atnumeric535 unique values
0 missing
218139_s_atnumeric536 unique values
0 missing
218699_atnumeric539 unique values
0 missing
219667_s_atnumeric512 unique values
0 missing
221520_s_atnumeric521 unique values
0 missing
222446_s_atnumeric546 unique values
0 missing
223187_s_atnumeric539 unique values
0 missing
224493_x_atnumeric542 unique values
0 missing
224933_s_atnumeric540 unique values
0 missing
225405_atnumeric535 unique values
0 missing
226017_atnumeric532 unique values
0 missing
226679_atnumeric536 unique values
0 missing
227475_atnumeric542 unique values
0 missing
228725_x_atnumeric534 unique values
0 missing
230475_atnumeric515 unique values
0 missing
233936_s_atnumeric534 unique values
0 missing
238619_atnumeric542 unique values
0 missing
244745_atnumeric523 unique values
0 missing
1438_atnumeric521 unique values
0 missing
1559391_s_atnumeric541 unique values
0 missing
200665_s_atnumeric546 unique values
0 missing
200963_x_atnumeric546 unique values
0 missing
201284_s_atnumeric539 unique values
0 missing
201609_x_atnumeric536 unique values
0 missing
201960_s_atnumeric539 unique values
0 missing
202382_s_atnumeric530 unique values
0 missing
202830_s_atnumeric539 unique values
0 missing
203359_s_atnumeric537 unique values
0 missing
203932_atnumeric541 unique values
0 missing
204596_s_atnumeric531 unique values
0 missing
205352_atnumeric534 unique values
0 missing
206209_s_atnumeric528 unique values
0 missing
207785_s_atnumeric541 unique values
0 missing
208777_s_atnumeric545 unique values
0 missing
209153_s_atnumeric539 unique values
0 missing
209670_atnumeric538 unique values
0 missing
210619_s_atnumeric525 unique values
0 missing
211750_x_atnumeric544 unique values
0 missing
212265_atnumeric544 unique values
0 missing
212734_x_atnumeric546 unique values
0 missing
213373_s_atnumeric534 unique values
0 missing
214180_atnumeric515 unique values
0 missing
215499_atnumeric528 unique values
0 missing
217736_s_atnumeric543 unique values
0 missing
218140_x_atnumeric540 unique values
0 missing
218700_s_atnumeric534 unique values
0 missing
219669_atnumeric509 unique values
0 missing
221521_s_atnumeric539 unique values
0 missing
222447_atnumeric536 unique values
0 missing
223189_x_atnumeric538 unique values
0 missing
224502_s_atnumeric544 unique values
0 missing
224934_atnumeric544 unique values
0 missing
225406_atnumeric540 unique values
0 missing
226019_atnumeric529 unique values
0 missing
226682_atnumeric537 unique values
0 missing
227478_atnumeric536 unique values
0 missing
228726_atnumeric538 unique values
0 missing
230493_atnumeric513 unique values
0 missing
233952_s_atnumeric537 unique values
0 missing
238625_atnumeric491 unique values
0 missing
244753_atnumeric540 unique values
0 missing
1487_atnumeric539 unique values
0 missing
1559410_atnumeric544 unique values
0 missing
200666_s_atnumeric544 unique values
0 missing
200964_atnumeric544 unique values
0 missing
201285_atnumeric541 unique values
0 missing
201612_atnumeric543 unique values
0 missing
201963_atnumeric542 unique values
0 missing
202387_atnumeric538 unique values
0 missing
202831_atnumeric536 unique values
0 missing
203360_s_atnumeric533 unique values
0 missing
203933_atnumeric528 unique values
0 missing
204597_x_atnumeric537 unique values
0 missing
205353_s_atnumeric543 unique values
0 missing
206214_atnumeric536 unique values
0 missing
207791_s_atnumeric540 unique values
0 missing
208778_s_atnumeric545 unique values
0 missing
209154_atnumeric546 unique values
0 missing
209671_x_atnumeric535 unique values
0 missing
210621_s_atnumeric537 unique values
0 missing
211752_s_atnumeric536 unique values
0 missing
212266_s_atnumeric544 unique values
0 missing
212737_atnumeric537 unique values
0 missing
213374_x_atnumeric535 unique values
0 missing
214182_atnumeric537 unique values
0 missing
215504_x_atnumeric543 unique values
0 missing
217737_x_atnumeric533 unique values
0 missing
218145_atnumeric543 unique values
0 missing
218701_atnumeric536 unique values
0 missing
219675_s_atnumeric535 unique values
0 missing
221522_atnumeric538 unique values
0 missing
222448_s_atnumeric542 unique values
0 missing
223190_s_atnumeric540 unique values
0 missing
224511_s_atnumeric545 unique values
0 missing
224935_atnumeric543 unique values
0 missing
225407_atnumeric536 unique values
0 missing
226020_s_atnumeric535 unique values
0 missing
226683_atnumeric539 unique values
0 missing
227481_atnumeric541 unique values
0 missing
228728_atnumeric534 unique values
0 missing
230494_atnumeric542 unique values
0 missing
233955_x_atnumeric543 unique values
0 missing
238651_atnumeric529 unique values
0 missing
244780_atnumeric543 unique values
0 missing
1494_f_atnumeric511 unique values
0 missing
1559425_atnumeric539 unique values
0 missing
200667_atnumeric544 unique values
0 missing
200965_s_atnumeric545 unique values
0 missing
201286_atnumeric542 unique values
0 missing
201613_s_atnumeric538 unique values
0 missing
201966_atnumeric539 unique values
0 missing
202388_atnumeric541 unique values
0 missing
202832_atnumeric534 unique values
0 missing
203362_s_atnumeric539 unique values
0 missing
203934_atnumeric538 unique values
0 missing
204600_atnumeric538 unique values
0 missing
205357_s_atnumeric530 unique values
0 missing
206224_atnumeric491 unique values
0 missing
207801_s_atnumeric540 unique values
0 missing
208779_x_atnumeric541 unique values
0 missing
209155_s_atnumeric539 unique values
0 missing
209674_atnumeric534 unique values
0 missing
210624_s_atnumeric539 unique values
0 missing
211755_s_atnumeric544 unique values
0 missing
212268_atnumeric544 unique values
0 missing
212739_s_atnumeric534 unique values
0 missing
213375_s_atnumeric538 unique values
0 missing
214196_s_atnumeric535 unique values
0 missing
215528_atnumeric536 unique values
0 missing
217738_atnumeric542 unique values
0 missing
218146_atnumeric538 unique values
0 missing
218704_atnumeric538 unique values
0 missing
219678_x_atnumeric533 unique values
0 missing
221523_s_atnumeric538 unique values
0 missing
222449_atnumeric543 unique values
0 missing
223191_atnumeric541 unique values
0 missing
224512_s_atnumeric534 unique values
0 missing
224936_atnumeric542 unique values
0 missing
225411_atnumeric538 unique values
0 missing
226021_atnumeric536 unique values
0 missing
226685_atnumeric535 unique values
0 missing
227492_atnumeric542 unique values
0 missing
228731_atnumeric531 unique values
0 missing
230499_atnumeric531 unique values
0 missing
233972_s_atnumeric378 unique values
0 missing
238669_atnumeric532 unique values
0 missing
244881_atnumeric536 unique values
0 missing
1552256_a_atnumeric540 unique values
0 missing
1559436_x_atnumeric545 unique values
0 missing
200668_s_atnumeric545 unique values
0 missing
200966_x_atnumeric545 unique values
0 missing
201287_s_atnumeric541 unique values
0 missing
201614_s_atnumeric538 unique values
0 missing
201968_s_atnumeric544 unique values
0 missing
202391_atnumeric544 unique values
0 missing
202833_s_atnumeric545 unique values
0 missing
203371_s_atnumeric542 unique values
0 missing
203935_atnumeric531 unique values
0 missing
204602_atnumeric510 unique values
0 missing
205358_atnumeric304 unique values
0 missing
206227_atnumeric522 unique values
0 missing
207802_atnumeric248 unique values
0 missing
208780_x_atnumeric543 unique values
0 missing
209156_s_atnumeric545 unique values
0 missing
209676_atnumeric534 unique values
0 missing
210625_s_atnumeric535 unique values
0 missing
211756_atnumeric499 unique values
0 missing
212270_x_atnumeric546 unique values
0 missing
212741_atnumeric545 unique values
0 missing
213377_x_atnumeric546 unique values
0 missing
214203_s_atnumeric533 unique values
0 missing
215529_x_atnumeric541 unique values
0 missing
217739_s_atnumeric545 unique values
0 missing
218147_s_atnumeric531 unique values
0 missing
218706_s_atnumeric538 unique values
0 missing
219681_s_atnumeric539 unique values
0 missing
221524_s_atnumeric535 unique values
0 missing
222450_atnumeric542 unique values
0 missing
223193_x_atnumeric543 unique values
0 missing
224516_s_atnumeric542 unique values
0 missing
224937_atnumeric544 unique values
0 missing
225412_atnumeric538 unique values
0 missing
226022_atnumeric543 unique values
0 missing
226689_atnumeric539 unique values
0 missing
227498_atnumeric529 unique values
0 missing
228739_atnumeric523 unique values
0 missing
230503_atnumeric531 unique values
0 missing
233992_x_atnumeric533 unique values
0 missing
238673_atnumeric538 unique values
0 missing
266_s_atnumeric546 unique values
0 missing
1552257_a_atnumeric532 unique values
0 missing
1559881_s_atnumeric536 unique values
0 missing
200669_s_atnumeric543 unique values
0 missing
200967_atnumeric545 unique values
0 missing
201288_atnumeric545 unique values
0 missing
201615_x_atnumeric537 unique values
0 missing
201970_s_atnumeric540 unique values
0 missing
202393_s_atnumeric544 unique values
0 missing
202834_atnumeric540 unique values
0 missing
203373_atnumeric543 unique values
0 missing
203936_s_atnumeric541 unique values
0 missing
204604_atnumeric535 unique values
0 missing
205361_s_atnumeric544 unique values
0 missing
206228_atnumeric530 unique values
0 missing
207805_s_atnumeric540 unique values
0 missing
208781_x_atnumeric546 unique values
0 missing
209157_atnumeric535 unique values
0 missing
209678_s_atnumeric544 unique values
0 missing
210633_x_atnumeric539 unique values
0 missing
211758_x_atnumeric538 unique values
0 missing
212271_atnumeric536 unique values
0 missing
212742_atnumeric534 unique values
0 missing
213380_x_atnumeric529 unique values
0 missing
214204_atnumeric496 unique values
0 missing
215537_x_atnumeric532 unique values
0 missing
217740_x_atnumeric546 unique values
0 missing
218149_s_atnumeric542 unique values
0 missing
218708_atnumeric541 unique values
0 missing
219682_s_atnumeric525 unique values
0 missing
221529_s_atnumeric543 unique values
0 missing
222451_s_atnumeric541 unique values
0 missing
223194_s_atnumeric538 unique values
0 missing
224523_s_atnumeric539 unique values
0 missing
224938_atnumeric538 unique values
0 missing
225413_atnumeric546 unique values
0 missing
226025_atnumeric539 unique values
0 missing
226691_atnumeric537 unique values
0 missing
227506_atnumeric535 unique values
0 missing
228750_atnumeric529 unique values
0 missing
230518_atnumeric531 unique values
0 missing
234000_s_atnumeric543 unique values
0 missing
238701_x_atnumeric544 unique values
0 missing
31874_atnumeric533 unique values
0 missing
1552274_atnumeric522 unique values
0 missing
1559946_s_atnumeric543 unique values
0 missing
200670_atnumeric546 unique values
0 missing
200968_s_atnumeric546 unique values
0 missing
201289_atnumeric544 unique values
0 missing
201616_s_atnumeric546 unique values
0 missing
201971_s_atnumeric537 unique values
0 missing
202395_atnumeric542 unique values
0 missing
202836_s_atnumeric540 unique values
0 missing
203374_s_atnumeric530 unique values
0 missing
203939_atnumeric539 unique values
0 missing
204606_atnumeric535 unique values
0 missing
205363_atnumeric508 unique values
0 missing
206239_s_atnumeric541 unique values
0 missing
207808_s_atnumeric542 unique values
0 missing
208782_atnumeric543 unique values
0 missing
209160_atnumeric544 unique values
0 missing
209679_s_atnumeric535 unique values
0 missing
210638_s_atnumeric541 unique values
0 missing
211759_x_atnumeric542 unique values
0 missing
212273_x_atnumeric545 unique values
0 missing
212747_atnumeric542 unique values
0 missing
213385_atnumeric530 unique values
0 missing
214205_x_atnumeric533 unique values
0 missing
215553_x_atnumeric523 unique values
0 missing
217741_s_atnumeric538 unique values
0 missing
218150_atnumeric542 unique values
0 missing
218715_atnumeric536 unique values
0 missing
219684_atnumeric533 unique values
0 missing
221530_s_atnumeric541 unique values
0 missing
222452_s_atnumeric537 unique values
0 missing
223203_atnumeric533 unique values
0 missing
224549_x_atnumeric542 unique values
0 missing
224939_atnumeric542 unique values
0 missing
225414_atnumeric545 unique values
0 missing
226028_atnumeric537 unique values
0 missing
226693_atnumeric538 unique values
0 missing
227510_x_atnumeric541 unique values
0 missing
228751_atnumeric539 unique values
0 missing
230554_atnumeric457 unique values
0 missing
234032_atnumeric540 unique values
0 missing
238706_atnumeric540 unique values
0 missing
32128_atnumeric544 unique values
0 missing
1552275_s_atnumeric518 unique values
0 missing
1559992_a_atnumeric483 unique values
0 missing
200672_x_atnumeric540 unique values
0 missing
200969_atnumeric537 unique values
0 missing
201290_atnumeric546 unique values
0 missing
201617_x_atnumeric546 unique values
0 missing
201972_atnumeric543 unique values
0 missing
202396_atnumeric543 unique values
0 missing
202838_atnumeric542 unique values
0 missing
203375_s_atnumeric537 unique values
0 missing
203943_atnumeric535 unique values
0 missing
204607_atnumeric534 unique values
0 missing
205364_atnumeric529 unique values
0 missing
206243_atnumeric502 unique values
0 missing
207809_s_atnumeric542 unique values
0 missing
208783_s_atnumeric544 unique values
0 missing
209163_atnumeric542 unique values
0 missing
209681_atnumeric532 unique values
0 missing
210640_s_atnumeric507 unique values
0 missing
211761_s_atnumeric539 unique values
0 missing
212274_atnumeric533 unique values
0 missing
212749_s_atnumeric538 unique values
0 missing
213392_atnumeric534 unique values
0 missing
214211_atnumeric545 unique values
0 missing
215559_atnumeric528 unique values
0 missing
217742_s_atnumeric540 unique values
0 missing
218151_x_atnumeric535 unique values
0 missing
218717_s_atnumeric540 unique values
0 missing
219696_atnumeric531 unique values
0 missing
221531_atnumeric531 unique values
0 missing
222453_atnumeric540 unique values
0 missing
223204_atnumeric545 unique values
0 missing
224558_s_atnumeric545 unique values
0 missing
224940_s_atnumeric533 unique values
0 missing
225415_atnumeric542 unique values
0 missing
226032_atnumeric542 unique values
0 missing
226694_atnumeric543 unique values
0 missing
227517_s_atnumeric543 unique values
0 missing
228752_atnumeric535 unique values
0 missing
230560_atnumeric532 unique values
0 missing
234103_atnumeric507 unique values
0 missing
238717_atnumeric537 unique values
0 missing
32625_atnumeric528 unique values
0 missing
1552281_atnumeric538 unique values
0 missing
1560049_atnumeric539 unique values
0 missing
200673_atnumeric545 unique values
0 missing
200970_s_atnumeric538 unique values
0 missing
201291_s_atnumeric541 unique values
0 missing
201618_x_atnumeric537 unique values
0 missing
201973_s_atnumeric544 unique values
0 missing
202397_atnumeric534 unique values
0 missing
202839_s_atnumeric538 unique values
0 missing
203380_x_atnumeric546 unique values
0 missing
203945_atnumeric522 unique values
0 missing
204608_atnumeric544 unique values
0 missing
205366_s_atnumeric533 unique values
0 missing
206245_s_atnumeric545 unique values
0 missing
207812_s_atnumeric543 unique values
0 missing
208785_s_atnumeric541 unique values
0 missing
209164_s_atnumeric535 unique values
0 missing
209682_atnumeric538 unique values
0 missing
210645_s_atnumeric543 unique values
0 missing
211762_s_atnumeric543 unique values
0 missing
212276_atnumeric532 unique values
0 missing
212754_s_atnumeric539 unique values
0 missing
213397_x_atnumeric542 unique values
0 missing
214214_s_atnumeric545 unique values
0 missing
215582_x_atnumeric541 unique values
0 missing
217743_s_atnumeric540 unique values
0 missing
218153_atnumeric535 unique values
0 missing
218718_atnumeric543 unique values
0 missing
219697_atnumeric527 unique values
0 missing
221532_s_atnumeric541 unique values
0 missing
222457_s_atnumeric539 unique values
0 missing
223207_x_atnumeric542 unique values
0 missing
224559_atnumeric545 unique values
0 missing
224943_atnumeric535 unique values
0 missing
225418_atnumeric537 unique values
0 missing
226034_atnumeric530 unique values
0 missing
226695_atnumeric535 unique values
0 missing
227520_atnumeric540 unique values
0 missing
228754_atnumeric539 unique values
0 missing
230561_s_atnumeric526 unique values
0 missing
234107_s_atnumeric534 unique values
0 missing
238720_atnumeric475 unique values
0 missing
32837_atnumeric534 unique values
0 missing
1552309_a_atnumeric527 unique values
0 missing
1560060_s_atnumeric537 unique values
0 missing
200674_s_atnumeric545 unique values
0 missing
200971_s_atnumeric544 unique values
0 missing
201292_atnumeric538 unique values
0 missing
201619_atnumeric545 unique values
0 missing
201975_atnumeric533 unique values
0 missing
202399_s_atnumeric531 unique values
0 missing
202842_s_atnumeric540 unique values
0 missing
203381_s_atnumeric542 unique values
0 missing
203946_s_atnumeric527 unique values
0 missing
204612_atnumeric520 unique values
0 missing
205370_x_atnumeric545 unique values
0 missing
206254_atnumeric517 unique values
0 missing
207814_atnumeric464 unique values
0 missing
208786_s_atnumeric540 unique values
0 missing
209166_s_atnumeric538 unique values
0 missing
209684_atnumeric543 unique values
0 missing
210646_x_atnumeric546 unique values
0 missing
211763_s_atnumeric539 unique values
0 missing
212279_atnumeric542 unique values
0 missing
212760_atnumeric541 unique values
0 missing
213398_s_atnumeric539 unique values
0 missing
214218_s_atnumeric520 unique values
0 missing
215588_x_atnumeric542 unique values
0 missing
217744_s_atnumeric542 unique values
0 missing
218155_x_atnumeric541 unique values
0 missing
218721_s_atnumeric534 unique values
0 missing
219700_atnumeric537 unique values
0 missing
221538_s_atnumeric538 unique values
0 missing
222460_s_atnumeric538 unique values
0 missing
223209_s_atnumeric539 unique values
0 missing
224560_atnumeric544 unique values
0 missing
224944_atnumeric541 unique values
0 missing
225419_atnumeric543 unique values
0 missing
226035_atnumeric536 unique values
0 missing
226701_atnumeric516 unique values
0 missing
227522_atnumeric545 unique values
0 missing
228758_atnumeric535 unique values
0 missing
230563_atnumeric527 unique values
0 missing
234290_x_atnumeric529 unique values
0 missing
238725_atnumeric533 unique values
0 missing
33132_atnumeric537 unique values
0 missing
1552348_atnumeric506 unique values
0 missing
1560116_a_atnumeric534 unique values
0 missing
200675_atnumeric545 unique values
0 missing
200972_atnumeric544 unique values
0 missing
201293_x_atnumeric546 unique values
0 missing
201621_atnumeric538 unique values
0 missing
201976_s_atnumeric541 unique values
0 missing
202403_s_atnumeric544 unique values
0 missing
202844_s_atnumeric530 unique values
0 missing
203382_s_atnumeric543 unique values
0 missing
203951_atnumeric539 unique values
0 missing
204613_atnumeric530 unique values
0 missing
205374_atnumeric513 unique values
0 missing
206262_atnumeric511 unique values
0 missing
207826_s_atnumeric545 unique values
0 missing
208787_atnumeric545 unique values
0 missing
209167_atnumeric517 unique values
0 missing
209687_atnumeric541 unique values
0 missing
210648_x_atnumeric545 unique values
0 missing
211764_s_atnumeric539 unique values
0 missing
212281_s_atnumeric537 unique values
0 missing
212761_atnumeric543 unique values
0 missing
213399_x_atnumeric545 unique values
0 missing
214224_s_atnumeric539 unique values
0 missing
215591_atnumeric519 unique values
0 missing
217745_s_atnumeric545 unique values
0 missing
218157_x_atnumeric537 unique values
0 missing
218722_s_atnumeric534 unique values
0 missing
219718_atnumeric533 unique values
0 missing
221539_atnumeric537 unique values
0 missing
222464_s_atnumeric532 unique values
0 missing
223210_atnumeric529 unique values
0 missing
224561_s_atnumeric544 unique values
0 missing
224945_atnumeric538 unique values
0 missing
225420_atnumeric518 unique values
0 missing
226038_atnumeric536 unique values
0 missing
226702_atnumeric536 unique values
0 missing
227525_atnumeric541 unique values
0 missing
228762_atnumeric533 unique values
0 missing
230565_atnumeric497 unique values
0 missing
234294_x_atnumeric536 unique values
0 missing
238750_atnumeric533 unique values
0 missing
33304_atnumeric532 unique values
0 missing
1552349_a_atnumeric491 unique values
0 missing
1560144_atnumeric528 unique values
0 missing
200677_atnumeric545 unique values
0 missing
200973_s_atnumeric545 unique values
0 missing
201294_s_atnumeric536 unique values
0 missing
201622_atnumeric536 unique values
0 missing
201980_s_atnumeric538 unique values
0 missing
202404_s_atnumeric546 unique values
0 missing
202845_s_atnumeric539 unique values
0 missing
203386_atnumeric538 unique values
0 missing
203953_s_atnumeric538 unique values
0 missing
204615_x_atnumeric541 unique values
0 missing
205376_atnumeric527 unique values
0 missing
206268_atnumeric528 unique values
0 missing
207828_s_atnumeric540 unique values
0 missing
208788_atnumeric544 unique values
0 missing
209170_s_atnumeric521 unique values
0 missing
209694_atnumeric532 unique values
0 missing
210649_s_atnumeric534 unique values
0 missing
211765_x_atnumeric546 unique values
0 missing
212282_atnumeric540 unique values
0 missing
212762_s_atnumeric538 unique values
0 missing
213400_s_atnumeric538 unique values
0 missing
214234_s_atnumeric540 unique values
0 missing
215596_s_atnumeric532 unique values
0 missing
217746_s_atnumeric544 unique values
0 missing
218160_atnumeric541 unique values
0 missing
218723_s_atnumeric544 unique values
0 missing
219725_atnumeric535 unique values
0 missing
221540_x_atnumeric540 unique values
0 missing
222465_atnumeric541 unique values
0 missing
223213_s_atnumeric534 unique values
0 missing
224562_atnumeric541 unique values
0 missing
224948_atnumeric545 unique values
0 missing
225421_atnumeric538 unique values
0 missing
226039_atnumeric540 unique values
0 missing
226706_atnumeric526 unique values
0 missing
227529_s_atnumeric537 unique values
0 missing
228766_atnumeric530 unique values
0 missing
230570_atnumeric523 unique values
0 missing
234297_atnumeric521 unique values
0 missing
238751_atnumeric528 unique values
0 missing
33322_i_atnumeric544 unique values
0 missing
1552362_a_atnumeric516 unique values
0 missing
1560339_s_atnumeric535 unique values
0 missing
200678_x_atnumeric538 unique values
0 missing
200974_atnumeric546 unique values
0 missing
201295_s_atnumeric540 unique values
0 missing
201623_s_atnumeric541 unique values
0 missing
201983_s_atnumeric541 unique values
0 missing
202406_s_atnumeric537 unique values
0 missing
202847_atnumeric540 unique values
0 missing
203387_s_atnumeric535 unique values
0 missing
203954_x_atnumeric539 unique values
0 missing
204616_atnumeric544 unique values
0 missing
205380_atnumeric532 unique values
0 missing
206271_atnumeric537 unique values
0 missing
207836_s_atnumeric536 unique values
0 missing
208789_atnumeric539 unique values
0 missing
209171_atnumeric536 unique values
0 missing
209696_atnumeric537 unique values
0 missing
210651_s_atnumeric530 unique values
0 missing
211769_x_atnumeric544 unique values
0 missing
212284_x_atnumeric546 unique values
0 missing
212764_atnumeric541 unique values
0 missing
213404_s_atnumeric542 unique values
0 missing
214235_atnumeric539 unique values
0 missing
215599_atnumeric540 unique values
0 missing
217747_s_atnumeric546 unique values
0 missing
218162_atnumeric537 unique values
0 missing
218728_s_atnumeric541 unique values
0 missing
219727_atnumeric506 unique values
0 missing
221541_atnumeric542 unique values
0 missing
222466_s_atnumeric537 unique values
0 missing
223215_s_atnumeric537 unique values
0 missing
224564_s_atnumeric539 unique values
0 missing
224949_atnumeric538 unique values
0 missing
225424_atnumeric520 unique values
0 missing
226041_atnumeric538 unique values
0 missing
226707_atnumeric538 unique values
0 missing
227530_atnumeric541 unique values
0 missing
228772_atnumeric534 unique values
0 missing
230585_atnumeric530 unique values
0 missing
234302_s_atnumeric539 unique values
0 missing
238756_atnumeric542 unique values
0 missing
33323_r_atnumeric541 unique values
0 missing
1552365_atnumeric535 unique values
0 missing
1560500_atnumeric537 unique values
0 missing
200679_x_atnumeric545 unique values
0 missing
200975_atnumeric544 unique values
0 missing
201296_s_atnumeric546 unique values
0 missing
201624_atnumeric534 unique values
0 missing
201984_s_atnumeric540 unique values
0 missing
202409_atnumeric535 unique values
0 missing
202850_atnumeric543 unique values
0 missing
203391_atnumeric532 unique values
0 missing
203956_atnumeric541 unique values
0 missing
204619_s_atnumeric546 unique values
0 missing
205381_atnumeric529 unique values
0 missing
206284_x_atnumeric536 unique values
0 missing
207843_x_atnumeric544 unique values
0 missing
208791_atnumeric546 unique values
0 missing
209173_atnumeric523 unique values
0 missing
209699_x_atnumeric540 unique values
0 missing
210652_s_atnumeric537 unique values
0 missing
211779_x_atnumeric540 unique values
0 missing
212285_s_atnumeric541 unique values
0 missing
212765_atnumeric540 unique values
0 missing
213405_atnumeric539 unique values
0 missing
214236_atnumeric537 unique values
0 missing
215600_x_atnumeric540 unique values
0 missing
217748_atnumeric540 unique values
0 missing
218163_atnumeric542 unique values
0 missing
218729_atnumeric540 unique values
0 missing
219735_s_atnumeric525 unique values
0 missing
221543_s_atnumeric535 unique values
0 missing
222467_s_atnumeric532 unique values
0 missing
223216_x_atnumeric538 unique values
0 missing
224565_atnumeric546 unique values
0 missing
224950_atnumeric535 unique values
0 missing
225427_s_atnumeric543 unique values
0 missing
226043_atnumeric531 unique values
0 missing
226711_atnumeric540 unique values
0 missing
227536_atnumeric542 unique values
0 missing
228776_atnumeric537 unique values
0 missing
230599_atnumeric541 unique values
0 missing
234312_s_atnumeric543 unique values
0 missing
238761_atnumeric538 unique values
0 missing
34031_i_atnumeric537 unique values
0 missing
1552367_a_atnumeric500 unique values
0 missing
1560587_s_atnumeric543 unique values
0 missing
200680_x_atnumeric545 unique values
0 missing
200976_s_atnumeric543 unique values
0 missing
201298_s_atnumeric536 unique values
0 missing
201626_atnumeric538 unique values
0 missing
201986_atnumeric536 unique values
0 missing
202410_x_atnumeric426 unique values
0 missing
202852_s_atnumeric531 unique values
0 missing
203392_s_atnumeric542 unique values
0 missing
203961_atnumeric541 unique values
0 missing
204620_s_atnumeric546 unique values
0 missing
205382_s_atnumeric539 unique values
0 missing
206286_s_atnumeric533 unique values
0 missing
207847_s_atnumeric536 unique values
0 missing
208792_s_atnumeric546 unique values
0 missing
209177_atnumeric530 unique values
0 missing
209702_atnumeric540 unique values
0 missing
210664_s_atnumeric536 unique values
0 missing
211784_s_atnumeric545 unique values
0 missing
212287_atnumeric542 unique values
0 missing
212768_s_atnumeric529 unique values
0 missing
213408_s_atnumeric536 unique values
0 missing
214239_x_atnumeric530 unique values
0 missing
215603_x_atnumeric535 unique values
0 missing
217749_atnumeric536 unique values
0 missing
218164_atnumeric537 unique values
0 missing
218730_s_atnumeric495 unique values
0 missing
219739_atnumeric535 unique values
0 missing
221553_atnumeric538 unique values
0 missing
222474_s_atnumeric538 unique values
0 missing
223217_s_atnumeric546 unique values
0 missing
224566_atnumeric544 unique values
0 missing
224953_atnumeric532 unique values
0 missing
225431_x_atnumeric535 unique values
0 missing
226047_atnumeric544 unique values
0 missing
226713_atnumeric530 unique values
0 missing
227551_atnumeric541 unique values
0 missing
228780_atnumeric524 unique values
0 missing
230602_atnumeric520 unique values
0 missing
234331_s_atnumeric541 unique values
0 missing
238763_atnumeric510 unique values
0 missing
34210_atnumeric537 unique values
0 missing
1552426_a_atnumeric535 unique values
0 missing
1560622_atnumeric539 unique values
0 missing
200681_atnumeric544 unique values
0 missing
200977_s_atnumeric541 unique values
0 missing
201300_s_atnumeric544 unique values
0 missing
201627_s_atnumeric532 unique values
0 missing
201987_atnumeric542 unique values
0 missing
202411_atnumeric544 unique values
0 missing
202853_s_atnumeric541 unique values
0 missing
203394_s_atnumeric541 unique values
0 missing
203962_s_atnumeric539 unique values
0 missing
204621_s_atnumeric539 unique values
0 missing
205383_s_atnumeric545 unique values
0 missing
206291_atnumeric485 unique values
0 missing
207850_atnumeric535 unique values
0 missing
208794_s_atnumeric544 unique values
0 missing
209180_atnumeric543 unique values
0 missing
209703_x_atnumeric538 unique values
0 missing
210665_atnumeric498 unique values
0 missing
211787_s_atnumeric544 unique values
0 missing
212288_atnumeric538 unique values
0 missing
212771_atnumeric541 unique values
0 missing
213413_atnumeric531 unique values
0 missing
214246_x_atnumeric535 unique values
0 missing
215604_x_atnumeric538 unique values
0 missing
217750_s_atnumeric538 unique values
0 missing
218165_atnumeric535 unique values
0 missing
218732_atnumeric533 unique values
0 missing
219747_atnumeric528 unique values
0 missing
221558_s_atnumeric535 unique values
0 missing
222477_s_atnumeric541 unique values
0 missing
223218_s_atnumeric546 unique values
0 missing
224567_x_atnumeric543 unique values
0 missing
224954_atnumeric546 unique values
0 missing
225433_atnumeric538 unique values
0 missing
226050_atnumeric541 unique values
0 missing
226721_atnumeric542 unique values
0 missing
227556_atnumeric545 unique values
0 missing
228785_atnumeric528 unique values
0 missing
230615_atnumeric504 unique values
0 missing
234339_s_atnumeric539 unique values
0 missing
238774_atnumeric535 unique values
0 missing
34764_atnumeric536 unique values
0 missing
1552455_atnumeric540 unique values
0 missing
1560652_atnumeric465 unique values
0 missing
200682_s_atnumeric544 unique values
0 missing
200978_atnumeric544 unique values
0 missing
201301_s_atnumeric546 unique values
0 missing
201628_s_atnumeric539 unique values
0 missing
201988_s_atnumeric534 unique values
0 missing
202412_s_atnumeric539 unique values
0 missing
202854_atnumeric542 unique values
0 missing
203395_s_atnumeric536 unique values
0 missing
203963_atnumeric546 unique values
0 missing
204622_x_atnumeric525 unique values
0 missing
205384_atnumeric520 unique values
0 missing
206295_atnumeric534 unique values
0 missing
207876_s_atnumeric525 unique values
0 missing
208795_s_atnumeric537 unique values
0 missing
209181_s_atnumeric540 unique values
0 missing
209706_atnumeric503 unique values
0 missing
210679_x_atnumeric541 unique values
0 missing
211795_s_atnumeric533 unique values
0 missing
212290_atnumeric537 unique values
0 missing
212773_s_atnumeric541 unique values
0 missing
213414_s_atnumeric546 unique values
0 missing
214247_s_atnumeric541 unique values
0 missing
215621_s_atnumeric460 unique values
0 missing
217751_atnumeric541 unique values
0 missing
218167_atnumeric538 unique values
0 missing
218736_s_atnumeric532 unique values
0 missing
219756_s_atnumeric539 unique values
0 missing
221561_atnumeric529 unique values
0 missing
222478_atnumeric540 unique values
0 missing
223220_s_atnumeric538 unique values
0 missing
224568_x_atnumeric543 unique values
0 missing
224955_atnumeric542 unique values
0 missing
225435_atnumeric535 unique values
0 missing
226051_atnumeric541 unique values
0 missing
226722_atnumeric536 unique values
0 missing
227558_atnumeric544 unique values
0 missing
228796_atnumeric499 unique values
0 missing
230618_s_atnumeric532 unique values
0 missing
234341_x_atnumeric539 unique values
0 missing
238827_atnumeric530 unique values
0 missing
35147_atnumeric540 unique values
0 missing
1552504_a_atnumeric531 unique values
0 missing
1560679_atnumeric402 unique values
0 missing
200683_s_atnumeric537 unique values
0 missing
200979_atnumeric533 unique values
0 missing
201302_atnumeric546 unique values
0 missing
201629_s_atnumeric539 unique values
0 missing
201989_s_atnumeric539 unique values
0 missing
202413_s_atnumeric545 unique values
0 missing
202856_s_atnumeric540 unique values
0 missing
203396_atnumeric541 unique values
0 missing
203964_atnumeric545 unique values
0 missing
204623_atnumeric541 unique values
0 missing
205392_s_atnumeric535 unique values
0 missing
206300_s_atnumeric496 unique values
0 missing
207912_s_atnumeric411 unique values
0 missing
208796_s_atnumeric546 unique values
0 missing
209182_s_atnumeric539 unique values
0 missing
209709_s_atnumeric530 unique values
0 missing
210681_s_atnumeric531 unique values
0 missing
211796_s_atnumeric537 unique values
0 missing
212293_atnumeric539 unique values
0 missing
212774_atnumeric539 unique values
0 missing
213418_atnumeric535 unique values
0 missing
214257_s_atnumeric545 unique values
0 missing
215628_x_atnumeric538 unique values
0 missing
217752_s_atnumeric546 unique values
0 missing
218168_s_atnumeric536 unique values
0 missing
218738_s_atnumeric540 unique values
0 missing
219757_s_atnumeric538 unique values
0 missing
221566_s_atnumeric532 unique values
0 missing
222484_s_atnumeric543 unique values
0 missing
223223_atnumeric537 unique values
0 missing
224569_s_atnumeric545 unique values
0 missing
224957_atnumeric539 unique values
0 missing
225436_atnumeric536 unique values
0 missing
226052_atnumeric530 unique values
0 missing
226726_atnumeric536 unique values
0 missing
227561_atnumeric542 unique values
0 missing
228824_s_atnumeric538 unique values
0 missing
230621_atnumeric540 unique values
0 missing
234366_x_atnumeric533 unique values
0 missing
238835_atnumeric512 unique values
0 missing
35148_atnumeric529 unique values
0 missing
1552509_a_atnumeric498 unique values
0 missing
1560741_atnumeric541 unique values
0 missing
200686_s_atnumeric543 unique values
0 missing
200980_s_atnumeric544 unique values
0 missing
201303_atnumeric541 unique values
0 missing
201630_s_atnumeric541 unique values
0 missing
201990_s_atnumeric539 unique values
0 missing
202416_atnumeric534 unique values
0 missing
202857_atnumeric544 unique values
0 missing
203397_s_atnumeric539 unique values
0 missing
203966_s_atnumeric541 unique values
0 missing
204629_atnumeric518 unique values
0 missing
205399_atnumeric527 unique values
0 missing
206302_s_atnumeric538 unique values
0 missing
207922_s_atnumeric540 unique values
0 missing
208798_x_atnumeric543 unique values
0 missing
209183_s_atnumeric541 unique values
0 missing
209711_atnumeric542 unique values
0 missing
210686_x_atnumeric544 unique values
0 missing
211798_x_atnumeric539 unique values
0 missing
212294_atnumeric545 unique values
0 missing
212775_atnumeric532 unique values
0 missing
213421_x_atnumeric532 unique values
0 missing
214259_s_atnumeric540 unique values
0 missing
215646_s_atnumeric543 unique values
0 missing
217753_s_atnumeric546 unique values
0 missing
218170_atnumeric539 unique values
0 missing
218740_s_atnumeric539 unique values
0 missing
219759_atnumeric536 unique values
0 missing
221567_atnumeric535 unique values
0 missing
222486_s_atnumeric531 unique values
0 missing
223227_atnumeric532 unique values
0 missing
224570_s_atnumeric538 unique values
0 missing
224959_atnumeric541 unique values
0 missing
225439_atnumeric532 unique values
0 missing
226055_atnumeric536 unique values
0 missing
226727_atnumeric539 unique values
0 missing
227566_atnumeric541 unique values
0 missing
228825_atnumeric530 unique values
0 missing
230630_atnumeric533 unique values
0 missing
234388_atnumeric507 unique values
0 missing
238846_atnumeric532 unique values
0 missing
35201_atnumeric541 unique values
0 missing
1552519_atnumeric527 unique values
0 missing
1560869_a_atnumeric521 unique values
0 missing
200687_s_atnumeric538 unique values
0 missing
200981_x_atnumeric544 unique values
0 missing
201304_atnumeric543 unique values
0 missing
201631_s_atnumeric542 unique values
0 missing
201991_s_atnumeric546 unique values
0 missing
202418_atnumeric536 unique values
0 missing
202858_atnumeric541 unique values
0 missing
203400_s_atnumeric455 unique values
0 missing
203973_s_atnumeric544 unique values
0 missing
204630_s_atnumeric539 unique values
0 missing
205402_x_atnumeric531 unique values
0 missing
206303_s_atnumeric532 unique values
0 missing
207925_atnumeric397 unique values
0 missing
208799_atnumeric541 unique values
0 missing
209184_s_atnumeric544 unique values
0 missing
209714_s_atnumeric535 unique values
0 missing
210691_s_atnumeric539 unique values
0 missing
211799_x_atnumeric541 unique values
0 missing
212295_s_atnumeric543 unique values
0 missing
212776_s_atnumeric526 unique values
0 missing
213422_s_atnumeric537 unique values
0 missing
214263_x_atnumeric535 unique values
0 missing
215657_atnumeric511 unique values
0 missing
217755_atnumeric542 unique values
0 missing
218171_atnumeric538 unique values
0 missing
218750_atnumeric537 unique values
0 missing
219762_s_atnumeric546 unique values
0 missing
221568_s_atnumeric538 unique values
0 missing
222488_s_atnumeric537 unique values
0 missing
223229_atnumeric537 unique values
0 missing
224571_atnumeric544 unique values
0 missing
224960_atnumeric541 unique values
0 missing
225440_atnumeric538 unique values
0 missing
226062_x_atnumeric539 unique values
0 missing
226731_atnumeric540 unique values
0 missing
227567_atnumeric536 unique values
0 missing
228827_atnumeric533 unique values
0 missing
230645_atnumeric537 unique values
0 missing
234491_s_atnumeric532 unique values
0 missing
238853_atnumeric539 unique values
0 missing
35666_atnumeric540 unique values
0 missing
1552610_a_atnumeric540 unique values
0 missing
1561346_atnumeric541 unique values
0 missing
200689_x_atnumeric546 unique values
0 missing
200982_s_atnumeric531 unique values
0 missing
201305_x_atnumeric542 unique values
0 missing
201632_atnumeric537 unique values
0 missing
201992_s_atnumeric534 unique values
0 missing
202421_atnumeric532 unique values
0 missing
202859_x_atnumeric541 unique values
0 missing
203401_atnumeric542 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
546
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
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
122633.02
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
1.75
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
20.03
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
860.09
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
0.09
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
0.95
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
23.36
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
411.3
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
17.11
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.97
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
0.05
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
60876.02
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
47.62
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
2792.41
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
0.95
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
0.09
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
260
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.01
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
0.04
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
0.95
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
26.24
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
3.12
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
0.05
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
3409.88
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
0.02
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
2.18
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1675.36
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
0.95
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
0.09
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
0.96
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
938.52
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
0.95
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
0.04
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
0.95
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
0.91
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
0.95
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
0.05
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
1.15
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NErrRate
0.04
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
0.98
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
2.91
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
567.7
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
0.95
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
52.38
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1838.53
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
1
Entropy of the target attribute values.
kNN1NKappa
0.96
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
286
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
5.37
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
0.95
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
0.96
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-0.93
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1543.74
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
0.04
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
545.87
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
51.19
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

24 tasks

Supervised Classification on AP_Colon_Kidney
202 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Colon_Kidney
1 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Tissue
Supervised Classification on AP_Colon_Kidney
0 runs - estimation_procedure: 33% Holdout set - target_feature: Tissue
Learning Curve on AP_Colon_Kidney
43 runs - estimation_procedure: 10-fold Learning Curve - target_feature: Tissue
Supervised Data Stream Classification on AP_Colon_Kidney
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: Tissue
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Kidney
0 runs
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Clustering on AP_Colon_Kidney
0 runs - estimation_procedure: 50 times Clustering
Subgroup Discovery on AP_Colon_Kidney
1314 runs - target_feature: Tissue
Subgroup Discovery on AP_Colon_Kidney
1306 runs - target_feature: Tissue
Subgroup Discovery on AP_Colon_Kidney
0 runs - target_feature: Tissue
Subgroup Discovery on AP_Colon_Kidney
0 runs - target_feature: Tissue
Subgroup Discovery on AP_Colon_Kidney
0 runs - target_feature: Tissue
Subgroup Discovery on AP_Colon_Kidney
0 runs - target_feature: Tissue
Subgroup Discovery on AP_Colon_Kidney
0 runs - target_feature: Tissue
Subgroup Discovery on AP_Colon_Kidney
0 runs - target_feature: Tissue
Define a new task