DEVELOPMENT... OpenML
Data
AP_Ovary_Kidney

AP_Ovary_Kidney

active ARFF Publicly available Visibility: public Uploaded 07-10-2014 by unknown
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
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
228518_atnumeric393 unique values
0 missing
228520_s_atnumeric451 unique values
0 missing
228523_atnumeric442 unique values
0 missing
228528_atnumeric449 unique values
0 missing
228531_atnumeric451 unique values
0 missing
228532_atnumeric451 unique values
0 missing
228541_x_atnumeric451 unique values
0 missing
228545_atnumeric457 unique values
0 missing
228554_atnumeric446 unique values
0 missing
228562_atnumeric453 unique values
0 missing
228564_atnumeric452 unique values
0 missing
228568_atnumeric442 unique values
0 missing
228569_atnumeric454 unique values
0 missing
228575_atnumeric425 unique values
0 missing
228582_x_atnumeric457 unique values
0 missing
228584_atnumeric450 unique values
0 missing
228588_s_atnumeric454 unique values
0 missing
228592_atnumeric429 unique values
0 missing
228599_atnumeric407 unique values
0 missing
228601_atnumeric446 unique values
0 missing
228613_atnumeric453 unique values
0 missing
228614_atnumeric443 unique values
0 missing
228617_atnumeric456 unique values
0 missing
228623_atnumeric451 unique values
0 missing
228628_atnumeric455 unique values
0 missing
228635_atnumeric435 unique values
0 missing
228638_atnumeric452 unique values
0 missing
228640_atnumeric454 unique values
0 missing
228642_atnumeric449 unique values
0 missing
228649_atnumeric411 unique values
0 missing
228654_atnumeric447 unique values
0 missing
228656_atnumeric434 unique values
0 missing
228658_atnumeric450 unique values
0 missing
228665_atnumeric453 unique values
0 missing
228690_s_atnumeric456 unique values
0 missing
228697_atnumeric455 unique values
0 missing
228702_atnumeric451 unique values
0 missing
228705_atnumeric449 unique values
0 missing
228708_atnumeric450 unique values
0 missing
228715_atnumeric429 unique values
0 missing
228716_atnumeric449 unique values
0 missing
228725_x_atnumeric455 unique values
0 missing
228726_atnumeric451 unique values
0 missing
228728_atnumeric455 unique values
0 missing
228731_atnumeric449 unique values
0 missing
228739_atnumeric449 unique values
0 missing
228750_atnumeric442 unique values
0 missing
228754_atnumeric456 unique values
0 missing
228758_atnumeric451 unique values
0 missing
228766_atnumeric451 unique values
0 missing
228772_atnumeric451 unique values
0 missing
228776_atnumeric454 unique values
0 missing
228780_atnumeric451 unique values
0 missing
228785_atnumeric455 unique values
0 missing
228805_atnumeric450 unique values
0 missing
228824_s_atnumeric454 unique values
0 missing
228825_atnumeric451 unique values
0 missing
228827_atnumeric449 unique values
0 missing
228834_atnumeric458 unique values
0 missing
228841_atnumeric453 unique values
0 missing
228843_atnumeric456 unique values
0 missing
228850_s_atnumeric444 unique values
0 missing
228854_atnumeric456 unique values
0 missing
228863_atnumeric451 unique values
0 missing
228904_atnumeric455 unique values
0 missing
228912_atnumeric440 unique values
0 missing
228915_atnumeric449 unique values
0 missing
228918_atnumeric442 unique values
0 missing
228919_atnumeric453 unique values
0 missing
228927_atnumeric447 unique values
0 missing
228933_atnumeric451 unique values
0 missing
228943_atnumeric428 unique values
0 missing
228949_atnumeric453 unique values
0 missing
228950_s_atnumeric454 unique values
0 missing
228955_atnumeric440 unique values
0 missing
228956_atnumeric454 unique values
0 missing
228959_atnumeric454 unique values
0 missing
228964_atnumeric449 unique values
0 missing
228969_atnumeric424 unique values
0 missing
228970_atnumeric449 unique values
0 missing
228971_atnumeric452 unique values
0 missing
228980_atnumeric449 unique values
0 missing
228988_atnumeric453 unique values
0 missing
228992_atnumeric450 unique values
0 missing
228993_s_atnumeric447 unique values
0 missing
228999_atnumeric448 unique values
0 missing
229004_atnumeric451 unique values
0 missing
229012_atnumeric431 unique values
0 missing
229019_atnumeric439 unique values
0 missing
229026_atnumeric457 unique values
0 missing
229030_atnumeric432 unique values
0 missing
229050_s_atnumeric451 unique values
0 missing
229053_atnumeric449 unique values
0 missing
229067_atnumeric455 unique values
0 missing
229070_atnumeric433 unique values
0 missing
229084_atnumeric443 unique values
0 missing
229095_s_atnumeric452 unique values
0 missing
229096_atnumeric445 unique values
0 missing
229128_s_atnumeric455 unique values
0 missing
229145_atnumeric453 unique values
0 missing
229147_atnumeric453 unique values
0 missing
229150_atnumeric442 unique values
0 missing
229151_atnumeric391 unique values
0 missing
229152_atnumeric382 unique values
0 missing
229159_atnumeric431 unique values
0 missing
229160_atnumeric449 unique values
0 missing
229168_atnumeric455 unique values
0 missing
229177_atnumeric402 unique values
0 missing
229194_atnumeric454 unique values
0 missing
229215_atnumeric408 unique values
0 missing
229218_atnumeric457 unique values
0 missing
229222_atnumeric452 unique values
0 missing
229228_atnumeric453 unique values
0 missing
229229_atnumeric438 unique values
0 missing
229254_atnumeric438 unique values
0 missing
229256_atnumeric449 unique values
0 missing
229265_atnumeric455 unique values
0 missing
229273_atnumeric451 unique values
0 missing
229274_atnumeric453 unique values
0 missing
229275_atnumeric392 unique values
0 missing
229281_atnumeric442 unique values
0 missing
229288_atnumeric449 unique values
0 missing
229290_atnumeric436 unique values
0 missing
229292_atnumeric450 unique values
0 missing
229302_atnumeric435 unique values
0 missing
229307_atnumeric449 unique values
0 missing
229309_atnumeric431 unique values
0 missing
229310_atnumeric450 unique values
0 missing
229322_atnumeric453 unique values
0 missing
229327_s_atnumeric451 unique values
0 missing
229331_atnumeric453 unique values
0 missing
229334_atnumeric457 unique values
0 missing
229344_x_atnumeric446 unique values
0 missing
229353_s_atnumeric458 unique values
0 missing
229357_atnumeric450 unique values
0 missing
229358_atnumeric428 unique values
0 missing
229367_s_atnumeric449 unique values
0 missing
229376_atnumeric424 unique values
0 missing
229377_atnumeric447 unique values
0 missing
229390_atnumeric450 unique values
0 missing
229391_s_atnumeric449 unique values
0 missing
229394_s_atnumeric455 unique values
0 missing
229400_atnumeric445 unique values
0 missing
229411_atnumeric430 unique values
0 missing
229420_atnumeric451 unique values
0 missing
229429_x_atnumeric452 unique values
0 missing
229434_atnumeric454 unique values
0 missing
229435_atnumeric454 unique values
0 missing
229436_x_atnumeric454 unique values
0 missing
229437_atnumeric443 unique values
0 missing
229447_x_atnumeric456 unique values
0 missing
229450_atnumeric458 unique values
0 missing
229465_s_atnumeric456 unique values
0 missing
229476_s_atnumeric407 unique values
0 missing
229477_atnumeric428 unique values
0 missing
229479_atnumeric415 unique values
0 missing
229483_atnumeric455 unique values
0 missing
229485_x_atnumeric435 unique values
0 missing
229490_s_atnumeric452 unique values
0 missing
229498_atnumeric450 unique values
0 missing
229499_atnumeric444 unique values
0 missing
229504_atnumeric443 unique values
0 missing
229519_atnumeric451 unique values
0 missing
229530_atnumeric455 unique values
0 missing
229542_atnumeric347 unique values
0 missing
229553_atnumeric454 unique values
0 missing
229554_atnumeric442 unique values
0 missing
229563_s_atnumeric458 unique values
0 missing
229574_atnumeric453 unique values
0 missing
229580_atnumeric430 unique values
0 missing
229582_atnumeric447 unique values
0 missing
229584_atnumeric450 unique values
0 missing
229606_atnumeric456 unique values
0 missing
229613_atnumeric438 unique values
0 missing
229614_atnumeric452 unique values
0 missing
229623_atnumeric452 unique values
0 missing
229630_s_atnumeric454 unique values
0 missing
229632_s_atnumeric447 unique values
0 missing
229638_atnumeric454 unique values
0 missing
229640_x_atnumeric455 unique values
0 missing
229649_atnumeric447 unique values
0 missing
229659_s_atnumeric454 unique values
0 missing
229661_atnumeric432 unique values
0 missing
229665_atnumeric447 unique values
0 missing
229666_s_atnumeric444 unique values
0 missing
229686_atnumeric448 unique values
0 missing
229694_atnumeric454 unique values
0 missing
229700_atnumeric451 unique values
0 missing
229704_atnumeric453 unique values
0 missing
229711_s_atnumeric452 unique values
0 missing
229713_atnumeric456 unique values
0 missing
229723_atnumeric449 unique values
0 missing
229724_atnumeric448 unique values
0 missing
229733_s_atnumeric457 unique values
0 missing
229740_atnumeric434 unique values
0 missing
229742_atnumeric448 unique values
0 missing
229748_x_atnumeric454 unique values
0 missing
229765_atnumeric456 unique values
0 missing
229777_atnumeric425 unique values
0 missing
229778_atnumeric438 unique values
0 missing
229779_atnumeric442 unique values
0 missing
229782_atnumeric374 unique values
0 missing
229796_atnumeric431 unique values
0 missing
229797_atnumeric444 unique values
0 missing
229800_atnumeric441 unique values
0 missing
229801_atnumeric449 unique values
0 missing
229802_atnumeric451 unique values
0 missing
229803_s_atnumeric451 unique values
0 missing
229813_x_atnumeric457 unique values
0 missing
229830_atnumeric454 unique values
0 missing
229831_atnumeric438 unique values
0 missing
229839_atnumeric404 unique values
0 missing
229841_atnumeric448 unique values
0 missing
229842_atnumeric448 unique values
0 missing
229849_atnumeric450 unique values
0 missing
229851_s_atnumeric458 unique values
0 missing
229858_atnumeric451 unique values
0 missing
229860_x_atnumeric449 unique values
0 missing
229872_s_atnumeric456 unique values
0 missing
229874_x_atnumeric454 unique values
0 missing
229893_atnumeric453 unique values
0 missing
229927_atnumeric446 unique values
0 missing
229943_atnumeric449 unique values
0 missing
229947_atnumeric429 unique values
0 missing
229949_atnumeric457 unique values
0 missing
229957_atnumeric446 unique values
0 missing
229963_atnumeric451 unique values
0 missing
229964_atnumeric407 unique values
0 missing
229973_atnumeric388 unique values
0 missing
229975_atnumeric453 unique values
0 missing
229980_s_atnumeric455 unique values
0 missing
229982_atnumeric450 unique values
0 missing
229985_atnumeric454 unique values
0 missing
229997_atnumeric456 unique values
0 missing
230000_atnumeric455 unique values
0 missing
230002_atnumeric446 unique values
0 missing
230003_atnumeric444 unique values
0 missing
230006_s_atnumeric443 unique values
0 missing
230008_atnumeric445 unique values
0 missing
230022_atnumeric442 unique values
0 missing
230029_x_atnumeric454 unique values
0 missing
230043_atnumeric441 unique values
0 missing
230061_atnumeric449 unique values
0 missing
230078_atnumeric453 unique values
0 missing
230083_atnumeric453 unique values
0 missing
230085_atnumeric450 unique values
0 missing
230087_atnumeric449 unique values
0 missing
230093_atnumeric449 unique values
0 missing
230097_atnumeric456 unique values
0 missing
230099_atnumeric455 unique values
0 missing
230102_atnumeric453 unique values
0 missing
230130_atnumeric453 unique values
0 missing
230135_atnumeric420 unique values
0 missing
230174_atnumeric456 unique values
0 missing
230175_s_atnumeric450 unique values
0 missing
230179_atnumeric454 unique values
0 missing
230180_atnumeric456 unique values
0 missing
230184_atnumeric444 unique values
0 missing
230193_atnumeric402 unique values
0 missing
230204_atnumeric438 unique values
0 missing
230206_atnumeric453 unique values
0 missing
230207_s_atnumeric454 unique values
0 missing
230214_atnumeric450 unique values
0 missing
230229_atnumeric452 unique values
0 missing
230233_atnumeric453 unique values
0 missing
230250_atnumeric451 unique values
0 missing
230264_s_atnumeric457 unique values
0 missing
230270_atnumeric453 unique values
0 missing
230288_atnumeric435 unique values
0 missing
230291_s_atnumeric456 unique values
0 missing
230292_atnumeric458 unique values
0 missing
230296_atnumeric455 unique values
0 missing
230309_atnumeric446 unique values
0 missing
230318_atnumeric445 unique values
0 missing
230319_atnumeric426 unique values
0 missing
230323_s_atnumeric428 unique values
0 missing
230326_s_atnumeric454 unique values
0 missing
230332_atnumeric450 unique values
0 missing
230333_atnumeric457 unique values
0 missing
230337_atnumeric452 unique values
0 missing
230352_atnumeric454 unique values
0 missing
230360_atnumeric442 unique values
0 missing
230372_atnumeric432 unique values
0 missing
230378_atnumeric407 unique values
0 missing
230381_atnumeric455 unique values
0 missing
230388_s_atnumeric448 unique values
0 missing
230389_atnumeric452 unique values
0 missing
230391_atnumeric456 unique values
0 missing
230416_atnumeric455 unique values
0 missing
230424_atnumeric455 unique values
0 missing
230425_atnumeric430 unique values
0 missing
230432_atnumeric451 unique values
0 missing
230466_s_atnumeric454 unique values
0 missing
230475_atnumeric428 unique values
0 missing
230493_atnumeric441 unique values
0 missing
230494_atnumeric455 unique values
0 missing
230499_atnumeric449 unique values
0 missing
230503_atnumeric450 unique values
0 missing
230518_atnumeric453 unique values
0 missing
230554_atnumeric420 unique values
0 missing
230560_atnumeric442 unique values
0 missing
230561_s_atnumeric454 unique values
0 missing
230563_atnumeric448 unique values
0 missing
230565_atnumeric424 unique values
0 missing
230585_atnumeric444 unique values
0 missing
230597_atnumeric424 unique values
0 missing
230599_atnumeric453 unique values
0 missing
230602_atnumeric440 unique values
0 missing
230618_s_atnumeric449 unique values
0 missing
230621_atnumeric455 unique values
0 missing
230626_atnumeric447 unique values
0 missing
230630_atnumeric451 unique values
0 missing
230645_atnumeric452 unique values
0 missing
230653_atnumeric453 unique values
0 missing
230656_s_atnumeric453 unique values
0 missing
230661_atnumeric446 unique values
0 missing
230669_atnumeric455 unique values
0 missing
230673_atnumeric352 unique values
0 missing
230682_x_atnumeric454 unique values
0 missing
230707_atnumeric448 unique values
0 missing
230712_atnumeric449 unique values
0 missing
230722_atnumeric457 unique values
0 missing
230733_atnumeric453 unique values
0 missing
230746_s_atnumeric456 unique values
0 missing
230748_atnumeric444 unique values
0 missing
230772_atnumeric443 unique values
0 missing
230788_atnumeric454 unique values
0 missing
230791_atnumeric455 unique values
0 missing
230793_atnumeric454 unique values
0 missing
230795_atnumeric456 unique values
0 missing
230822_atnumeric427 unique values
0 missing
230835_atnumeric313 unique values
0 missing
230836_atnumeric454 unique values
0 missing
230863_atnumeric451 unique values
0 missing
230875_s_atnumeric458 unique values
0 missing
230882_atnumeric401 unique values
0 missing
230917_atnumeric443 unique values
0 missing
230925_atnumeric457 unique values
0 missing
230943_atnumeric450 unique values
0 missing
230949_atnumeric446 unique values
0 missing
230958_s_atnumeric453 unique values
0 missing
230959_atnumeric449 unique values
0 missing
230964_atnumeric442 unique values
0 missing
230966_atnumeric439 unique values
0 missing
230970_atnumeric450 unique values
0 missing
230972_atnumeric449 unique values
0 missing
231001_atnumeric443 unique values
0 missing
231007_atnumeric451 unique values
0 missing
231008_atnumeric444 unique values
0 missing
231015_atnumeric450 unique values
0 missing
231021_atnumeric429 unique values
0 missing
231022_atnumeric448 unique values
0 missing
231045_x_atnumeric454 unique values
0 missing
231063_atnumeric326 unique values
0 missing
231067_s_atnumeric449 unique values
0 missing
231077_atnumeric377 unique values
0 missing
231136_atnumeric451 unique values
0 missing
231146_atnumeric435 unique values
0 missing
231154_x_atnumeric452 unique values
0 missing
231180_atnumeric450 unique values
0 missing
231181_atnumeric420 unique values
0 missing
231183_s_atnumeric456 unique values
0 missing
231187_atnumeric439 unique values
0 missing
231192_atnumeric425 unique values
0 missing
231205_atnumeric449 unique values
0 missing
231212_x_atnumeric457 unique values
0 missing
231213_atnumeric448 unique values
0 missing
231227_atnumeric445 unique values
0 missing
231240_atnumeric447 unique values
0 missing
231274_s_atnumeric451 unique values
0 missing
231311_atnumeric442 unique values
0 missing
231319_x_atnumeric453 unique values
0 missing
231337_atnumeric425 unique values
0 missing
231341_atnumeric386 unique values
0 missing
231382_atnumeric441 unique values
0 missing
231385_atnumeric423 unique values
0 missing
231411_atnumeric446 unique values
0 missing
231426_atnumeric448 unique values
0 missing
231513_atnumeric453 unique values
0 missing
231550_atnumeric449 unique values
0 missing
231576_atnumeric455 unique values
0 missing
231577_s_atnumeric457 unique values
0 missing
231579_s_atnumeric457 unique values
0 missing
231597_x_atnumeric455 unique values
0 missing
231598_x_atnumeric451 unique values
0 missing
231623_atnumeric422 unique values
0 missing
231626_atnumeric368 unique values
0 missing
231646_atnumeric390 unique values
0 missing
231716_atnumeric455 unique values
0 missing
231728_atnumeric428 unique values
0 missing
231729_s_atnumeric434 unique values
0 missing
231735_s_atnumeric455 unique values
0 missing
231736_x_atnumeric456 unique values
0 missing
231766_s_atnumeric444 unique values
0 missing
231771_atnumeric263 unique values
0 missing
231776_atnumeric444 unique values
0 missing
231784_s_atnumeric449 unique values
0 missing
231790_atnumeric440 unique values
0 missing
231804_atnumeric429 unique values
0 missing
231807_atnumeric452 unique values
0 missing
231809_x_atnumeric452 unique values
0 missing
231817_atnumeric452 unique values
0 missing
231823_s_atnumeric450 unique values
0 missing
231825_x_atnumeric456 unique values
0 missing
231832_atnumeric446 unique values
0 missing
231835_atnumeric456 unique values
0 missing
231848_x_atnumeric454 unique values
0 missing
231866_atnumeric457 unique values
0 missing
231870_s_atnumeric458 unique values
0 missing
231879_atnumeric444 unique values
0 missing
231882_atnumeric453 unique values
0 missing
231896_s_atnumeric457 unique values
0 missing
231897_atnumeric455 unique values
0 missing
231906_atnumeric453 unique values
0 missing
231941_s_atnumeric450 unique values
0 missing
231955_s_atnumeric450 unique values
0 missing
231956_atnumeric453 unique values
0 missing
231964_atnumeric450 unique values
0 missing
231968_atnumeric446 unique values
0 missing
231982_atnumeric436 unique values
0 missing
231987_atnumeric442 unique values
0 missing
231992_x_atnumeric454 unique values
0 missing
232008_s_atnumeric452 unique values
0 missing
232017_atnumeric454 unique values
0 missing
232024_atnumeric453 unique values
0 missing
232032_x_atnumeric457 unique values
0 missing
232058_atnumeric453 unique values
0 missing
232075_atnumeric452 unique values
0 missing
232082_x_atnumeric414 unique values
0 missing
232090_atnumeric440 unique values
0 missing
232099_atnumeric447 unique values
0 missing
232113_atnumeric448 unique values
0 missing
232118_atnumeric429 unique values
0 missing
232125_atnumeric449 unique values
0 missing
232138_atnumeric454 unique values
0 missing
232144_atnumeric450 unique values
0 missing
232150_atnumeric451 unique values
0 missing
232151_atnumeric448 unique values
0 missing
232164_s_atnumeric453 unique values
0 missing
232165_atnumeric452 unique values
0 missing
232169_x_atnumeric456 unique values
0 missing
232176_atnumeric425 unique values
0 missing
232204_atnumeric450 unique values
0 missing
232210_atnumeric454 unique values
0 missing
232215_x_atnumeric458 unique values
0 missing
232231_atnumeric453 unique values
0 missing
232235_atnumeric447 unique values
0 missing
232264_atnumeric453 unique values
0 missing
232266_x_atnumeric456 unique values
0 missing
232271_atnumeric448 unique values
0 missing
232313_atnumeric419 unique values
0 missing
232321_atnumeric424 unique values
0 missing
232322_x_atnumeric454 unique values
0 missing
232333_atnumeric451 unique values
0 missing
232347_x_atnumeric454 unique values
0 missing
232353_s_atnumeric440 unique values
0 missing
232360_atnumeric443 unique values
0 missing
232369_atnumeric448 unique values
0 missing
232381_s_atnumeric441 unique values
0 missing
232382_s_atnumeric452 unique values
0 missing
232383_atnumeric440 unique values
0 missing
232392_atnumeric453 unique values
0 missing
232431_atnumeric457 unique values
0 missing
232458_atnumeric444 unique values
0 missing
232481_s_atnumeric433 unique values
0 missing
232510_s_atnumeric451 unique values
0 missing
232520_s_atnumeric456 unique values
0 missing
232523_atnumeric430 unique values
0 missing
232524_x_atnumeric452 unique values
0 missing
232528_atnumeric453 unique values
0 missing
232531_atnumeric458 unique values
0 missing
232538_atnumeric452 unique values
0 missing
232541_atnumeric457 unique values
0 missing
232544_atnumeric456 unique values
0 missing
232568_atnumeric450 unique values
0 missing
232578_atnumeric370 unique values
0 missing
232591_s_atnumeric453 unique values
0 missing
232597_x_atnumeric455 unique values
0 missing
232614_atnumeric450 unique values
0 missing
232615_atnumeric454 unique values
0 missing
232617_atnumeric456 unique values
0 missing
232628_atnumeric454 unique values
0 missing
232644_x_atnumeric457 unique values
0 missing
232652_x_atnumeric452 unique values
0 missing
232653_atnumeric442 unique values
0 missing
232654_s_atnumeric436 unique values
0 missing
232665_x_atnumeric451 unique values
0 missing
232676_x_atnumeric455 unique values
0 missing
232681_atnumeric456 unique values
0 missing
232693_s_atnumeric456 unique values
0 missing
232722_atnumeric448 unique values
0 missing
232737_s_atnumeric439 unique values
0 missing
232797_atnumeric452 unique values
0 missing
232814_x_atnumeric455 unique values
0 missing
232843_s_atnumeric452 unique values
0 missing
232850_atnumeric442 unique values
0 missing
232882_atnumeric448 unique values
0 missing
232889_atnumeric458 unique values
0 missing
232898_atnumeric451 unique values
0 missing
232909_s_atnumeric451 unique values
0 missing
232914_s_atnumeric454 unique values
0 missing
232935_atnumeric440 unique values
0 missing
232964_atnumeric451 unique values
0 missing
232994_s_atnumeric452 unique values
0 missing
233025_atnumeric452 unique values
0 missing
233041_x_atnumeric451 unique values
0 missing
233049_x_atnumeric455 unique values
0 missing
233056_x_atnumeric454 unique values
0 missing
233059_atnumeric442 unique values
0 missing
233080_s_atnumeric454 unique values
0 missing
233093_s_atnumeric455 unique values
0 missing
233123_atnumeric442 unique values
0 missing
233173_x_atnumeric451 unique values
0 missing
233177_s_atnumeric450 unique values
0 missing
233180_atnumeric442 unique values
0 missing
233183_atnumeric228 unique values
0 missing
233223_atnumeric457 unique values
0 missing
233249_atnumeric444 unique values
0 missing
233268_s_atnumeric451 unique values
0 missing
233296_x_atnumeric457 unique values
0 missing
233300_atnumeric456 unique values
0 missing
233319_x_atnumeric450 unique values
0 missing
233329_s_atnumeric452 unique values
0 missing
233330_s_atnumeric452 unique values
0 missing
233337_s_atnumeric450 unique values
0 missing
233340_atnumeric437 unique values
0 missing
233364_s_atnumeric447 unique values
0 missing
233369_atnumeric450 unique values
0 missing
233388_atnumeric444 unique values
0 missing
233427_x_atnumeric454 unique values
0 missing
233446_atnumeric427 unique values
0 missing
233518_atnumeric448 unique values
0 missing
233555_s_atnumeric446 unique values
0 missing
233565_s_atnumeric440 unique values
0 missing
233571_x_atnumeric458 unique values
0 missing
233587_s_atnumeric447 unique values
0 missing
233595_atnumeric455 unique values
0 missing
233599_atnumeric451 unique values
0 missing
233607_atnumeric452 unique values
0 missing
233677_atnumeric435 unique values
0 missing
233702_x_atnumeric457 unique values
0 missing
233746_x_atnumeric450 unique values
0 missing
233748_x_atnumeric447 unique values
0 missing
233757_x_atnumeric454 unique values
0 missing
233759_s_atnumeric454 unique values
0 missing
233775_x_atnumeric454 unique values
0 missing
233779_x_atnumeric449 unique values
0 missing
233810_x_atnumeric453 unique values
0 missing
233814_atnumeric453 unique values
0 missing
233849_s_atnumeric454 unique values
0 missing
233864_s_atnumeric456 unique values
0 missing
233867_atnumeric453 unique values
0 missing
233868_x_atnumeric450 unique values
0 missing
233887_atnumeric441 unique values
0 missing
233888_s_atnumeric450 unique values
0 missing
233893_s_atnumeric451 unique values
0 missing
233899_x_atnumeric447 unique values
0 missing
233912_x_atnumeric445 unique values
0 missing
233929_x_atnumeric452 unique values
0 missing
233932_atnumeric436 unique values
0 missing
233936_s_atnumeric448 unique values
0 missing
233952_s_atnumeric454 unique values
0 missing
233955_x_atnumeric454 unique values
0 missing
233992_x_atnumeric453 unique values
0 missing
234000_s_atnumeric457 unique values
0 missing
234032_atnumeric454 unique values
0 missing
234103_atnumeric436 unique values
0 missing
234107_s_atnumeric453 unique values
0 missing
234297_atnumeric446 unique values
0 missing
234302_s_atnumeric454 unique values
0 missing
234312_s_atnumeric456 unique values
0 missing
234331_s_atnumeric448 unique values
0 missing
234339_s_atnumeric454 unique values
0 missing
234341_x_atnumeric457 unique values
0 missing
234366_x_atnumeric445 unique values
0 missing
234388_atnumeric440 unique values
0 missing
234512_x_atnumeric458 unique values
0 missing
234562_x_atnumeric444 unique values
0 missing
234643_x_atnumeric445 unique values
0 missing
234672_s_atnumeric452 unique values
0 missing
234675_x_atnumeric458 unique values
0 missing
234722_x_atnumeric329 unique values
0 missing
234723_x_atnumeric455 unique values
0 missing
234725_s_atnumeric454 unique values
0 missing
234753_x_atnumeric448 unique values
0 missing
234762_x_atnumeric458 unique values
0 missing
234764_x_atnumeric451 unique values
0 missing
234788_x_atnumeric455 unique values
0 missing
234873_x_atnumeric457 unique values
0 missing
234884_x_atnumeric435 unique values
0 missing
234926_s_atnumeric453 unique values
0 missing
234949_atnumeric457 unique values
0 missing
234950_s_atnumeric452 unique values
0 missing
234969_s_atnumeric454 unique values
0 missing
234981_x_atnumeric457 unique values
0 missing
234982_atnumeric451 unique values
0 missing
234983_atnumeric451 unique values
0 missing
234987_atnumeric456 unique values
0 missing
234989_atnumeric458 unique values
0 missing
234994_atnumeric456 unique values
0 missing
234997_x_atnumeric447 unique values
0 missing
235003_atnumeric450 unique values
0 missing
235004_atnumeric447 unique values
0 missing
235019_atnumeric455 unique values
0 missing
235023_atnumeric451 unique values
0 missing
235028_atnumeric455 unique values
0 missing
235044_atnumeric451 unique values
0 missing
235046_atnumeric447 unique values
0 missing
235048_atnumeric439 unique values
0 missing
235060_atnumeric453 unique values
0 missing
235061_atnumeric449 unique values
0 missing
235065_atnumeric448 unique values
0 missing
235072_s_atnumeric450 unique values
0 missing
235075_atnumeric336 unique values
0 missing
235079_atnumeric454 unique values
0 missing
235081_x_atnumeric445 unique values
0 missing
235084_x_atnumeric454 unique values
0 missing
235085_atnumeric453 unique values
0 missing
235094_atnumeric452 unique values
0 missing
235103_atnumeric448 unique values
0 missing
235123_atnumeric453 unique values
0 missing
235125_x_atnumeric452 unique values
0 missing
235129_atnumeric423 unique values
0 missing
235138_atnumeric453 unique values
0 missing
235141_atnumeric455 unique values
0 missing
235142_atnumeric451 unique values
0 missing
235144_atnumeric450 unique values
0 missing
235146_atnumeric453 unique values
0 missing
235147_atnumeric432 unique values
0 missing
235148_atnumeric444 unique values
0 missing
235153_atnumeric451 unique values
0 missing
235165_atnumeric451 unique values
0 missing
235174_s_atnumeric451 unique values
0 missing
235182_atnumeric435 unique values
0 missing
235190_atnumeric451 unique values
0 missing
235201_atnumeric451 unique values
0 missing
235205_atnumeric447 unique values
0 missing
235209_atnumeric455 unique values
0 missing
235210_s_atnumeric447 unique values
0 missing
235222_x_atnumeric452 unique values
0 missing
235229_atnumeric452 unique values
0 missing
235242_atnumeric449 unique values
0 missing
235252_atnumeric452 unique values
0 missing
235274_atnumeric455 unique values
0 missing
235275_atnumeric440 unique values
0 missing
235278_atnumeric451 unique values
0 missing
235306_atnumeric453 unique values
0 missing
235308_atnumeric457 unique values
0 missing
235327_x_atnumeric456 unique values
0 missing
235333_atnumeric449 unique values
0 missing
235346_atnumeric450 unique values
0 missing
235355_atnumeric437 unique values
0 missing
235368_atnumeric452 unique values
0 missing
235371_atnumeric454 unique values
0 missing
235381_atnumeric454 unique values
0 missing
235384_atnumeric448 unique values
0 missing
235419_atnumeric450 unique values
0 missing
235456_atnumeric451 unique values
0 missing
235457_atnumeric457 unique values
0 missing
235458_atnumeric446 unique values
0 missing
235501_atnumeric454 unique values
0 missing
235507_atnumeric451 unique values
0 missing
235509_atnumeric449 unique values
0 missing
235518_atnumeric446 unique values
0 missing
235521_atnumeric450 unique values
0 missing
235529_x_atnumeric456 unique values
0 missing
235538_atnumeric447 unique values
0 missing
235548_atnumeric341 unique values
0 missing
235570_atnumeric451 unique values
0 missing
235587_atnumeric448 unique values
0 missing
235589_s_atnumeric456 unique values
0 missing
235592_atnumeric450 unique values
0 missing
235616_atnumeric450 unique values
0 missing
235629_atnumeric443 unique values
0 missing
235649_atnumeric412 unique values
0 missing
235651_atnumeric450 unique values
0 missing
235652_atnumeric448 unique values
0 missing
235666_atnumeric448 unique values
0 missing
235693_atnumeric454 unique values
0 missing
235698_atnumeric451 unique values
0 missing
235700_atnumeric412 unique values
0 missing
235706_atnumeric452 unique values
0 missing
235709_atnumeric449 unique values
0 missing
235716_atnumeric456 unique values
0 missing
235721_atnumeric446 unique values
0 missing
235737_atnumeric374 unique values
0 missing
235763_atnumeric437 unique values
0 missing
235774_atnumeric429 unique values
0 missing
235775_atnumeric447 unique values
0 missing
235845_atnumeric425 unique values
0 missing
235847_atnumeric443 unique values
0 missing
235856_atnumeric449 unique values
0 missing
235879_atnumeric455 unique values
0 missing
235904_atnumeric433 unique values
0 missing
235911_atnumeric446 unique values
0 missing
235912_atnumeric449 unique values
0 missing
235924_atnumeric453 unique values
0 missing
235926_atnumeric453 unique values
0 missing
235927_atnumeric452 unique values
0 missing
235944_atnumeric447 unique values
0 missing
235964_x_atnumeric455 unique values
0 missing
235976_atnumeric396 unique values
0 missing
235978_atnumeric417 unique values
0 missing
235981_atnumeric422 unique values
0 missing
236028_atnumeric382 unique values
0 missing
236034_atnumeric449 unique values
0 missing
236045_x_atnumeric443 unique values
0 missing
236064_atnumeric438 unique values
0 missing
236065_atnumeric434 unique values
0 missing
236085_atnumeric420 unique values
0 missing
236123_atnumeric446 unique values
0 missing
236161_atnumeric443 unique values
0 missing
236179_atnumeric440 unique values
0 missing
236201_atnumeric443 unique values
0 missing
236203_atnumeric425 unique values
0 missing
236223_s_atnumeric450 unique values
0 missing
236224_atnumeric454 unique values
0 missing
236251_atnumeric455 unique values
0 missing
236254_atnumeric447 unique values
0 missing
236259_atnumeric453 unique values
0 missing
236262_atnumeric448 unique values
0 missing
236275_atnumeric452 unique values
0 missing
236300_atnumeric452 unique values
0 missing
236302_atnumeric420 unique values
0 missing
236344_atnumeric446 unique values
0 missing
236353_atnumeric451 unique values
0 missing
236370_atnumeric447 unique values
0 missing
236379_atnumeric443 unique values
0 missing
236430_atnumeric427 unique values
0 missing
236474_atnumeric456 unique values
0 missing
236488_s_atnumeric453 unique values
0 missing
236534_atnumeric417 unique values
0 missing
236538_atnumeric400 unique values
0 missing
236545_atnumeric450 unique values
0 missing
236565_s_atnumeric451 unique values
0 missing
236571_atnumeric450 unique values
0 missing
236599_atnumeric448 unique values
0 missing
236630_atnumeric433 unique values
0 missing
236636_atnumeric448 unique values
0 missing
236646_atnumeric407 unique values
0 missing
236679_x_atnumeric452 unique values
0 missing
236706_atnumeric452 unique values
0 missing
236715_x_atnumeric455 unique values
0 missing
236741_atnumeric437 unique values
0 missing
236752_atnumeric454 unique values
0 missing
236772_s_atnumeric449 unique values
0 missing
236773_atnumeric409 unique values
0 missing
236801_atnumeric450 unique values
0 missing
236814_atnumeric456 unique values
0 missing
236841_atnumeric456 unique values
0 missing
236860_atnumeric426 unique values
0 missing
236892_s_atnumeric414 unique values
0 missing
236907_atnumeric452 unique values
0 missing
236923_x_atnumeric451 unique values
0 missing
236934_atnumeric441 unique values
0 missing
237006_atnumeric450 unique values
0 missing
237017_s_atnumeric449 unique values
0 missing
237049_atnumeric435 unique values
0 missing
237058_x_atnumeric457 unique values
0 missing
237206_atnumeric442 unique values
0 missing
237269_atnumeric448 unique values
0 missing
237288_atnumeric342 unique values
0 missing
237301_atnumeric452 unique values
0 missing
237328_atnumeric444 unique values
0 missing
237347_atnumeric443 unique values
0 missing
237351_atnumeric451 unique values
0 missing
237465_atnumeric442 unique values
0 missing
237475_x_atnumeric457 unique values
0 missing
237483_atnumeric446 unique values
0 missing
237498_atnumeric438 unique values
0 missing
237587_atnumeric381 unique values
0 missing
237591_atnumeric449 unique values
0 missing
237732_atnumeric414 unique values
0 missing
237737_atnumeric451 unique values
0 missing
237768_x_atnumeric449 unique values
0 missing
237810_atnumeric395 unique values
0 missing
237868_x_atnumeric450 unique values
0 missing
238002_atnumeric457 unique values
0 missing
238017_atnumeric412 unique values
0 missing
238018_atnumeric451 unique values
0 missing
238021_s_atnumeric456 unique values
0 missing
238032_atnumeric452 unique values
0 missing
238040_atnumeric451 unique values
0 missing
238058_atnumeric451 unique values
0 missing
238066_atnumeric454 unique values
0 missing
238077_atnumeric454 unique values
0 missing
238156_atnumeric452 unique values
0 missing
238199_x_atnumeric458 unique values
0 missing
238206_atnumeric416 unique values
0 missing
238320_atnumeric455 unique values
0 missing
238327_atnumeric447 unique values
0 missing
238332_atnumeric446 unique values
0 missing
238337_s_atnumeric451 unique values
0 missing
238417_atnumeric452 unique values
0 missing
238430_x_atnumeric454 unique values
0 missing
238439_atnumeric445 unique values
0 missing
238440_atnumeric449 unique values
0 missing
238441_atnumeric454 unique values
0 missing
238447_atnumeric455 unique values
0 missing
238449_atnumeric451 unique values
0 missing
238478_atnumeric451 unique values
0 missing
238481_atnumeric449 unique values
0 missing
238512_atnumeric440 unique values
0 missing
238513_atnumeric452 unique values
0 missing
238536_atnumeric454 unique values
0 missing
238544_atnumeric441 unique values
0 missing
238549_atnumeric450 unique values
0 missing
238593_atnumeric451 unique values
0 missing
238595_atnumeric453 unique values
0 missing
238604_atnumeric452 unique values
0 missing
238611_atnumeric448 unique values
0 missing
238619_atnumeric454 unique values
0 missing
238623_atnumeric429 unique values
0 missing
238625_atnumeric437 unique values
0 missing
238651_atnumeric445 unique values
0 missing
238669_atnumeric456 unique values
0 missing
238673_atnumeric452 unique values
0 missing
238701_x_atnumeric458 unique values
0 missing
238706_atnumeric455 unique values
0 missing
238717_atnumeric443 unique values
0 missing
238720_atnumeric403 unique values
0 missing
238750_atnumeric454 unique values
0 missing
238756_atnumeric455 unique values
0 missing
238761_atnumeric452 unique values
0 missing
238763_atnumeric422 unique values
0 missing
238774_atnumeric453 unique values
0 missing
238778_atnumeric443 unique values
0 missing
238815_atnumeric428 unique values
0 missing
238835_atnumeric442 unique values
0 missing
238846_atnumeric438 unique values
0 missing
238853_atnumeric452 unique values
0 missing
238865_atnumeric440 unique values
0 missing
238876_atnumeric452 unique values
0 missing
238877_atnumeric433 unique values
0 missing
238878_atnumeric423 unique values
0 missing
238883_atnumeric457 unique values
0 missing
238902_atnumeric455 unique values
0 missing
238909_atnumeric454 unique values
0 missing
238913_atnumeric450 unique values
0 missing
238967_atnumeric450 unique values
0 missing
238974_atnumeric456 unique values
0 missing
238984_atnumeric410 unique values
0 missing
238996_x_atnumeric455 unique values
0 missing
238999_atnumeric441 unique values
0 missing
239006_atnumeric429 unique values
0 missing
239017_atnumeric452 unique values
0 missing
239058_atnumeric451 unique values
0 missing
239066_atnumeric455 unique values
0 missing
239079_atnumeric365 unique values
0 missing
239082_atnumeric453 unique values
0 missing
239093_atnumeric451 unique values
0 missing
239150_atnumeric387 unique values
0 missing
239151_atnumeric448 unique values
0 missing
239178_atnumeric414 unique values
0 missing
239218_atnumeric428 unique values
0 missing
239243_atnumeric452 unique values
0 missing
239246_atnumeric451 unique values
0 missing
239262_atnumeric449 unique values
0 missing
239331_atnumeric452 unique values
0 missing
239348_atnumeric452 unique values
0 missing
239381_atnumeric447 unique values
0 missing
239413_atnumeric434 unique values
0 missing
239420_atnumeric417 unique values
0 missing
239448_atnumeric453 unique values
0 missing
239457_atnumeric414 unique values
0 missing
239559_atnumeric446 unique values
0 missing
239587_atnumeric454 unique values
0 missing
239593_atnumeric433 unique values
0 missing
239597_atnumeric452 unique values
0 missing
239611_atnumeric441 unique values
0 missing
239619_atnumeric452 unique values
0 missing
239629_atnumeric457 unique values
0 missing
239707_atnumeric423 unique values
0 missing
239721_atnumeric449 unique values
0 missing
239723_atnumeric443 unique values
0 missing
239735_atnumeric453 unique values
0 missing
239742_atnumeric449 unique values
0 missing
239748_x_atnumeric456 unique values
0 missing
239842_x_atnumeric450 unique values
0 missing
239860_atnumeric447 unique values
0 missing
239891_x_atnumeric451 unique values
0 missing
239901_atnumeric452 unique values
0 missing
239907_atnumeric456 unique values
0 missing
239959_x_atnumeric446 unique values
0 missing
239979_atnumeric448 unique values
0 missing
240038_atnumeric447 unique values
0 missing
240058_atnumeric428 unique values
0 missing
240065_atnumeric432 unique values
0 missing
240161_s_atnumeric430 unique values
0 missing
240183_atnumeric367 unique values
0 missing
240205_x_atnumeric455 unique values
0 missing
240253_atnumeric455 unique values
0 missing
240272_atnumeric393 unique values
0 missing
240303_atnumeric430 unique values
0 missing
240304_s_atnumeric436 unique values
0 missing
240378_atnumeric371 unique values
0 missing
240383_atnumeric451 unique values
0 missing
240458_atnumeric454 unique values
0 missing
240690_atnumeric451 unique values
0 missing
240717_atnumeric366 unique values
0 missing
240807_atnumeric440 unique values
0 missing
240873_x_atnumeric448 unique values
0 missing
240910_atnumeric432 unique values
0 missing
240988_x_atnumeric457 unique values
0 missing
240991_atnumeric457 unique values
0 missing
241031_atnumeric429 unique values
0 missing
241036_atnumeric448 unique values
0 missing
241100_atnumeric427 unique values
0 missing
241137_atnumeric389 unique values
0 missing
241223_x_atnumeric458 unique values
0 missing
241268_x_atnumeric451 unique values
0 missing
241291_atnumeric392 unique values
0 missing
241303_x_atnumeric450 unique values
0 missing
241342_atnumeric449 unique values
0 missing
241370_atnumeric446 unique values
0 missing
241376_atnumeric439 unique values
0 missing
241390_atnumeric445 unique values
0 missing
241397_atnumeric441 unique values
0 missing
241435_atnumeric448 unique values
0 missing
241436_atnumeric426 unique values
0 missing
241457_atnumeric450 unique values
0 missing
241483_atnumeric408 unique values
0 missing
241509_atnumeric448 unique values
0 missing
241547_atnumeric437 unique values
0 missing
241550_atnumeric390 unique values
0 missing
241600_atnumeric447 unique values
0 missing
241617_x_atnumeric439 unique values
0 missing
241632_x_atnumeric455 unique values
0 missing
241681_atnumeric457 unique values
0 missing
241686_x_atnumeric446 unique values
0 missing
241694_atnumeric446 unique values
0 missing
241704_x_atnumeric451 unique values
0 missing
241718_x_atnumeric455 unique values
0 missing
241722_x_atnumeric455 unique values
0 missing
241724_x_atnumeric446 unique values
0 missing
241769_atnumeric453 unique values
0 missing
241879_atnumeric456 unique values
0 missing
241891_atnumeric452 unique values
0 missing
241897_atnumeric457 unique values
0 missing
241906_atnumeric451 unique values
0 missing
241914_s_atnumeric437 unique values
0 missing
241925_x_atnumeric431 unique values
0 missing
241936_x_atnumeric445 unique values
0 missing
241970_atnumeric445 unique values
0 missing
241987_x_atnumeric371 unique values
0 missing
241994_atnumeric447 unique values
0 missing
242052_atnumeric450 unique values
0 missing
242059_atnumeric454 unique values
0 missing
242080_atnumeric451 unique values
0 missing
242093_atnumeric433 unique values
0 missing
242110_atnumeric451 unique values
0 missing
242121_atnumeric456 unique values
0 missing
242131_atnumeric457 unique values
0 missing
242133_s_atnumeric453 unique values
0 missing
242139_s_atnumeric449 unique values
0 missing
242172_atnumeric449 unique values
0 missing
242191_atnumeric450 unique values
0 missing
242195_x_atnumeric457 unique values
0 missing
242228_atnumeric450 unique values
0 missing
242235_x_atnumeric451 unique values
0 missing
242260_atnumeric442 unique values
0 missing
242266_x_atnumeric453 unique values
0 missing
242271_atnumeric430 unique values
0 missing
242275_atnumeric433 unique values
0 missing
242277_atnumeric453 unique values
0 missing
242320_atnumeric452 unique values
0 missing
242323_atnumeric450 unique values
0 missing
242343_x_atnumeric454 unique values
0 missing
242364_x_atnumeric444 unique values
0 missing
242373_atnumeric442 unique values
0 missing
242377_x_atnumeric447 unique values
0 missing
242391_atnumeric446 unique values
0 missing
242397_atnumeric446 unique values
0 missing
242398_x_atnumeric450 unique values
0 missing
242405_atnumeric455 unique values
0 missing
242406_atnumeric457 unique values
0 missing
242414_atnumeric458 unique values
0 missing
242438_atnumeric449 unique values
0 missing
242448_atnumeric447 unique values
0 missing
242463_x_atnumeric446 unique values
0 missing
242467_atnumeric444 unique values
0 missing
242468_atnumeric444 unique values
0 missing
242471_atnumeric455 unique values
0 missing
242476_atnumeric455 unique values
0 missing
242517_atnumeric445 unique values
0 missing
242536_atnumeric446 unique values
0 missing
242539_atnumeric451 unique values
0 missing
242546_atnumeric446 unique values
0 missing
242551_atnumeric448 unique values
0 missing
242558_atnumeric453 unique values
0 missing
242578_x_atnumeric452 unique values
0 missing
242579_atnumeric452 unique values
0 missing
242601_atnumeric411 unique values
0 missing
242608_x_atnumeric451 unique values
0 missing
242625_atnumeric448 unique values
0 missing
242652_atnumeric445 unique values
0 missing
242662_atnumeric451 unique values
0 missing
242671_atnumeric448 unique values
0 missing
242673_atnumeric453 unique values
0 missing

107 properties

458
Number of instances (rows) of the dataset.
10936
Number of attributes (columns) of the dataset.
2
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
10935
Number of numeric attributes.
1
Number of nominal attributes.
0.96
Average class difference between consecutive instances.
0.93
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
0.07
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
0.86
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
0.93
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
0.07
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
0.86
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
0.93
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
0.07
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
0.86
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
0.99
Entropy of the target attribute values.
0.95
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
0.08
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
0.85
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
23.88
Number of attributes divided by the number of instances.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
0.06
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
0.87
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
0.06
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
0.87
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
0.06
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
0.87
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
56.77
Percentage of instances belonging to the most frequent class.
260
Number of instances belonging to the most frequent class.
Maximum entropy among attributes.
457.79
Maximum kurtosis among attributes of the numeric type.
128601.8
Maximum of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
2
The maximum number of distinct values among attributes of the nominal type.
21.39
Maximum skewness among attributes of the numeric type.
257331.42
Maximum standard deviation of attributes of the numeric type.
Average entropy of the attributes.
31.28
Mean kurtosis among attributes of the numeric type.
3361.59
Mean of means among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
2
Average number of distinct values among the attributes of the nominal type.
3.43
Mean skewness among attributes of the numeric type.
2099.91
Mean standard deviation of attributes of the numeric type.
Minimal entropy among attributes.
-1.09
Minimum kurtosis among attributes of the numeric type.
49.52
Minimum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
2
The minimal number of distinct values among attributes of the nominal type.
-0.23
Minimum skewness among attributes of the numeric type.
469.63
Minimum standard deviation of attributes of the numeric type.
43.23
Percentage of instances belonging to the least frequent class.
198
Number of instances belonging to the least frequent class.
0.97
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
0.03
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
0.94
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
1
Number of binary attributes.
0.01
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
99.99
Percentage of numeric attributes.
0.01
Percentage of nominal attributes.
First quartile of entropy among attributes.
3.58
First quartile of kurtosis among attributes of the numeric type.
924.93
First quartile of means among attributes of the numeric type.
First quartile of mutual information between the nominal attributes and the target attribute.
1.46
First quartile of skewness among attributes of the numeric type.
639.83
First quartile of standard deviation of attributes of the numeric type.
Second quartile (Median) of entropy among attributes.
8.27
Second quartile (Median) of kurtosis among attributes of the numeric type.
1534.89
Second quartile (Median) of means among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
2.21
Second quartile (Median) of skewness among attributes of the numeric type.
961.77
Second quartile (Median) of standard deviation of attributes of the numeric type.
Third quartile of entropy among attributes.
24.78
Third quartile of kurtosis among attributes of the numeric type.
2747.58
Third quartile of means among attributes of the numeric type.
Third quartile of mutual information between the nominal attributes and the target attribute.
3.88
Third quartile of skewness among attributes of the numeric type.
1812.36
Third quartile of standard deviation of attributes of the numeric type.
0.89
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
0.09
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
0.89
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
0.09
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
0.89
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
0.09
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
0.82
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
0.86
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
0.13
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
0.73
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
0.86
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
0.13
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
0.73
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
0.86
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
0.13
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
0.73
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
0
Standard deviation of the number of distinct values among attributes of the nominal type.
0.96
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
0.04
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

15 tasks

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

A PHP Error was encountered

Severity: Core Warning

Message: Module 'mysqli' already loaded

Filename: Unknown

Line Number: 0

Backtrace: