DEVELOPMENT... OpenML
Data
christine

christine

active ARFF Publicly available Visibility: public Uploaded 15-08-2018 by Heidi Smith
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
  • chalearn study_218 study_271 study_240
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
SOURCE: [ChaLearn Automatic Machine Learning Challenge (AutoML)](https://competitions.codalab.org/competitions/2321), [ChaLearn](https://automl.chalearn.org/data) This is a "supervised learning" challenge in machine learning. We are making available 30 datasets, all pre-formatted in given feature representations (this means that each example consists of a fixed number of numerical coefficients). The challenge is to solve classification and regression problems, without any further human intervention. The difficulty is that there is a broad diversity of data types and distributions (including balanced or unbalanced classes, sparse or dense feature representations, with or without missing values or categorical variables, various metrics of evaluation, various proportions of number of features and number of examples). The problems are drawn from a wide variety of domains and include medical diagnosis from laboratory analyses, speech recognition, credit rating, prediction or drug toxicity or efficacy, classification of text, prediction of customer satisfaction, object recognition, protein structure prediction, action recognition in video data, etc. While there exist machine learning toolkits including methods that can solve all these problems, it is still considerable human effort to find, for a given combination of dataset, task, metric of evaluation, and available computational time, the combination of methods and hyper-parameter setting that is best suited. Your challenge is to create the "perfect black box" eliminating the human in the loop. This is a challenge with code submission: your code will be executed automatically on our servers to train and test your learning machines with unknown datasets. However, there is NO OBLIGATION TO SUBMIT CODE. Half of the prizes can be won by just submitting prediction results. There are six rounds (Prep, Novice, Intermediate, Advanced, Expert, and Master) in which datasets of progressive difficulty are introduced (5 per round). There is NO PREREQUISITE TO PARTICIPATE IN PREVIOUS ROUNDS to enter a new round. The rounds alternate AutoML phases in which submitted code is "blind tested" in limited time on our platform, using datasets you have never seen before, and Tweakathon phases giving you time to improve your methods by tweaking them on those datasets and running them on your own systems (without computational resource limitation). NOTE: This dataset corresponds to one of the datasets of the challenge.

1637 features

class (target)nominal2 unique values
0 missing
V1numeric227 unique values
0 missing
V2numeric562 unique values
0 missing
V3numeric272 unique values
0 missing
V4numeric531 unique values
0 missing
V5numeric561 unique values
0 missing
V6numeric427 unique values
0 missing
V7numeric424 unique values
0 missing
V8numeric488 unique values
0 missing
V9numeric332 unique values
0 missing
V10numeric476 unique values
0 missing
V11numeric632 unique values
0 missing
V12numeric622 unique values
0 missing
V13numeric15 unique values
0 missing
V14numeric470 unique values
0 missing
V15numeric451 unique values
0 missing
V16numeric89 unique values
0 missing
V17numeric401 unique values
0 missing
V18numeric520 unique values
0 missing
V19numeric287 unique values
0 missing
V20numeric305 unique values
0 missing
V21numeric393 unique values
0 missing
V22numeric478 unique values
0 missing
V23numeric468 unique values
0 missing
V24numeric491 unique values
0 missing
V25numeric143 unique values
0 missing
V26numeric589 unique values
0 missing
V27numeric689 unique values
0 missing
V28numeric537 unique values
0 missing
V29numeric312 unique values
0 missing
V30numeric585 unique values
0 missing
V31numeric104 unique values
0 missing
V32numeric66 unique values
0 missing
V33numeric555 unique values
0 missing
V34numeric363 unique values
0 missing
V35numeric513 unique values
0 missing
V36numeric632 unique values
0 missing
V37numeric220 unique values
0 missing
V38numeric36 unique values
0 missing
V39numeric635 unique values
0 missing
V40numeric484 unique values
0 missing
V41numeric294 unique values
0 missing
V42numeric550 unique values
0 missing
V43numeric37 unique values
0 missing
V44numeric302 unique values
0 missing
V45numeric583 unique values
0 missing
V46numeric613 unique values
0 missing
V47numeric662 unique values
0 missing
V48numeric521 unique values
0 missing
V49numeric326 unique values
0 missing
V50numeric399 unique values
0 missing
V51numeric600 unique values
0 missing
V52numeric504 unique values
0 missing
V53numeric504 unique values
0 missing
V54numeric403 unique values
0 missing
V55numeric340 unique values
0 missing
V56numeric386 unique values
0 missing
V57numeric525 unique values
0 missing
V58numeric699 unique values
0 missing
V59numeric523 unique values
0 missing
V60numeric511 unique values
0 missing
V61numeric195 unique values
0 missing
V62numeric381 unique values
0 missing
V63numeric355 unique values
0 missing
V64numeric553 unique values
0 missing
V65numeric409 unique values
0 missing
V66numeric500 unique values
0 missing
V67numeric432 unique values
0 missing
V68numeric494 unique values
0 missing
V69numeric521 unique values
0 missing
V70numeric348 unique values
0 missing
V71numeric299 unique values
0 missing
V72numeric251 unique values
0 missing
V73nominal1 unique values
0 missing
V74numeric423 unique values
0 missing
V75numeric499 unique values
0 missing
V76numeric151 unique values
0 missing
V77numeric575 unique values
0 missing
V78numeric133 unique values
0 missing
V79numeric475 unique values
0 missing
V80numeric293 unique values
0 missing
V81numeric404 unique values
0 missing
V82numeric161 unique values
0 missing
V83numeric480 unique values
0 missing
V84numeric256 unique values
0 missing
V85numeric254 unique values
0 missing
V86numeric548 unique values
0 missing
V87numeric634 unique values
0 missing
V88numeric301 unique values
0 missing
V89numeric275 unique values
0 missing
V90numeric290 unique values
0 missing
V91numeric244 unique values
0 missing
V92numeric427 unique values
0 missing
V93numeric364 unique values
0 missing
V94numeric479 unique values
0 missing
V95numeric638 unique values
0 missing
V96numeric518 unique values
0 missing
V97numeric353 unique values
0 missing
V98numeric433 unique values
0 missing
V99numeric497 unique values
0 missing
V100numeric50 unique values
0 missing
V101numeric444 unique values
0 missing
V102numeric520 unique values
0 missing
V103numeric420 unique values
0 missing
V104numeric360 unique values
0 missing
V105numeric131 unique values
0 missing
V106numeric282 unique values
0 missing
V107numeric606 unique values
0 missing
V108numeric505 unique values
0 missing
V109numeric572 unique values
0 missing
V110numeric207 unique values
0 missing
V111numeric163 unique values
0 missing
V112numeric117 unique values
0 missing
V113numeric602 unique values
0 missing
V114numeric435 unique values
0 missing
V115numeric410 unique values
0 missing
V116numeric42 unique values
0 missing
V117numeric555 unique values
0 missing
V118numeric641 unique values
0 missing
V119numeric636 unique values
0 missing
V120numeric365 unique values
0 missing
V121numeric427 unique values
0 missing
V122numeric326 unique values
0 missing
V123numeric610 unique values
0 missing
V124numeric563 unique values
0 missing
V125numeric24 unique values
0 missing
V126numeric35 unique values
0 missing
V127numeric592 unique values
0 missing
V128numeric630 unique values
0 missing
V129numeric263 unique values
0 missing
V130numeric589 unique values
0 missing
V131numeric213 unique values
0 missing
V132numeric398 unique values
0 missing
V133numeric349 unique values
0 missing
V134numeric317 unique values
0 missing
V135numeric219 unique values
0 missing
V136numeric354 unique values
0 missing
V137numeric513 unique values
0 missing
V138numeric169 unique values
0 missing
V139numeric436 unique values
0 missing
V140numeric366 unique values
0 missing
V141numeric520 unique values
0 missing
V142numeric594 unique values
0 missing
V143numeric389 unique values
0 missing
V144numeric179 unique values
0 missing
V145numeric507 unique values
0 missing
V146numeric362 unique values
0 missing
V147numeric296 unique values
0 missing
V148numeric537 unique values
0 missing
V149numeric492 unique values
0 missing
V150numeric485 unique values
0 missing
V151numeric425 unique values
0 missing
V152numeric430 unique values
0 missing
V153numeric526 unique values
0 missing
V154numeric122 unique values
0 missing
V155numeric542 unique values
0 missing
V156nominal1 unique values
0 missing
V157numeric273 unique values
0 missing
V158numeric83 unique values
0 missing
V159numeric482 unique values
0 missing
V160numeric360 unique values
0 missing
V161numeric347 unique values
0 missing
V162numeric566 unique values
0 missing
V163numeric304 unique values
0 missing
V164numeric433 unique values
0 missing
V165numeric550 unique values
0 missing
V166numeric469 unique values
0 missing
V167numeric355 unique values
0 missing
V168numeric414 unique values
0 missing
V169numeric475 unique values
0 missing
V170numeric123 unique values
0 missing
V171numeric242 unique values
0 missing
V172numeric236 unique values
0 missing
V173numeric562 unique values
0 missing
V174numeric40 unique values
0 missing
V175numeric279 unique values
0 missing
V176numeric582 unique values
0 missing
V177numeric404 unique values
0 missing
V178numeric96 unique values
0 missing
V179numeric435 unique values
0 missing
V180numeric530 unique values
0 missing
V181numeric386 unique values
0 missing
V182numeric566 unique values
0 missing
V183numeric335 unique values
0 missing
V184numeric173 unique values
0 missing
V185numeric288 unique values
0 missing
V186numeric662 unique values
0 missing
V187numeric479 unique values
0 missing
V188numeric406 unique values
0 missing
V189numeric581 unique values
0 missing
V190numeric587 unique values
0 missing
V191numeric435 unique values
0 missing
V192numeric212 unique values
0 missing
V193numeric339 unique values
0 missing
V194numeric597 unique values
0 missing
V195numeric84 unique values
0 missing
V196numeric304 unique values
0 missing
V197numeric430 unique values
0 missing
V198numeric396 unique values
0 missing
V199numeric607 unique values
0 missing
V200numeric200 unique values
0 missing
V201numeric456 unique values
0 missing
V202numeric424 unique values
0 missing
V203numeric419 unique values
0 missing
V204numeric478 unique values
0 missing
V205numeric227 unique values
0 missing
V206numeric398 unique values
0 missing
V207numeric658 unique values
0 missing
V208numeric481 unique values
0 missing
V209numeric599 unique values
0 missing
V210numeric354 unique values
0 missing
V211numeric672 unique values
0 missing
V212numeric447 unique values
0 missing
V213numeric454 unique values
0 missing
V214nominal1 unique values
0 missing
V215numeric450 unique values
0 missing
V216numeric173 unique values
0 missing
V217numeric483 unique values
0 missing
V218numeric395 unique values
0 missing
V219numeric378 unique values
0 missing
V220numeric421 unique values
0 missing
V221numeric125 unique values
0 missing
V222numeric648 unique values
0 missing
V223numeric390 unique values
0 missing
V224numeric594 unique values
0 missing
V225numeric455 unique values
0 missing
V226numeric525 unique values
0 missing
V227numeric335 unique values
0 missing
V228numeric351 unique values
0 missing
V229numeric529 unique values
0 missing
V230numeric363 unique values
0 missing
V231numeric412 unique values
0 missing
V232numeric560 unique values
0 missing
V233numeric550 unique values
0 missing
V234numeric293 unique values
0 missing
V235numeric317 unique values
0 missing
V236numeric321 unique values
0 missing
V237numeric404 unique values
0 missing
V238numeric467 unique values
0 missing
V239nominal2 unique values
0 missing
V240numeric490 unique values
0 missing
V241numeric43 unique values
0 missing
V242numeric403 unique values
0 missing
V243numeric517 unique values
0 missing
V244numeric645 unique values
0 missing
V245nominal1 unique values
0 missing
V246numeric574 unique values
0 missing
V247numeric523 unique values
0 missing
V248numeric427 unique values
0 missing
V249numeric271 unique values
0 missing
V250numeric316 unique values
0 missing
V251numeric419 unique values
0 missing
V252numeric513 unique values
0 missing
V253numeric405 unique values
0 missing
V254numeric636 unique values
0 missing
V255numeric480 unique values
0 missing
V256numeric492 unique values
0 missing
V257nominal1 unique values
0 missing
V258numeric298 unique values
0 missing
V259numeric382 unique values
0 missing
V260numeric575 unique values
0 missing
V261numeric503 unique values
0 missing
V262nominal1 unique values
0 missing
V263numeric253 unique values
0 missing
V264numeric597 unique values
0 missing
V265numeric313 unique values
0 missing
V266numeric234 unique values
0 missing
V267numeric556 unique values
0 missing
V268numeric126 unique values
0 missing
V269numeric351 unique values
0 missing
V270numeric151 unique values
0 missing
V271numeric120 unique values
0 missing
V272numeric339 unique values
0 missing
V273numeric405 unique values
0 missing
V274numeric405 unique values
0 missing
V275numeric500 unique values
0 missing
V276numeric497 unique values
0 missing
V277numeric77 unique values
0 missing
V278numeric453 unique values
0 missing
V279numeric494 unique values
0 missing
V280numeric302 unique values
0 missing
V281numeric157 unique values
0 missing
V282numeric639 unique values
0 missing
V283numeric88 unique values
0 missing
V284numeric36 unique values
0 missing
V285numeric675 unique values
0 missing
V286numeric377 unique values
0 missing
V287numeric674 unique values
0 missing
V288numeric356 unique values
0 missing
V289numeric424 unique values
0 missing
V290numeric112 unique values
0 missing
V291numeric405 unique values
0 missing
V292numeric466 unique values
0 missing
V293numeric684 unique values
0 missing
V294numeric315 unique values
0 missing
V295numeric420 unique values
0 missing
V296numeric397 unique values
0 missing
V297numeric348 unique values
0 missing
V298numeric290 unique values
0 missing
V299numeric442 unique values
0 missing
V300numeric183 unique values
0 missing
V301numeric443 unique values
0 missing
V302numeric453 unique values
0 missing
V303numeric449 unique values
0 missing
V304numeric378 unique values
0 missing
V305numeric598 unique values
0 missing
V306numeric424 unique values
0 missing
V307numeric387 unique values
0 missing
V308numeric684 unique values
0 missing
V309numeric62 unique values
0 missing
V310numeric294 unique values
0 missing
V311numeric602 unique values
0 missing
V312numeric552 unique values
0 missing
V313numeric507 unique values
0 missing
V314numeric506 unique values
0 missing
V315numeric579 unique values
0 missing
V316numeric487 unique values
0 missing
V317numeric247 unique values
0 missing
V318numeric544 unique values
0 missing
V319numeric439 unique values
0 missing
V320numeric332 unique values
0 missing
V321numeric257 unique values
0 missing
V322numeric509 unique values
0 missing
V323numeric154 unique values
0 missing
V324numeric423 unique values
0 missing
V325numeric114 unique values
0 missing
V326numeric452 unique values
0 missing
V327numeric444 unique values
0 missing
V328numeric584 unique values
0 missing
V329numeric533 unique values
0 missing
V330numeric116 unique values
0 missing
V331numeric661 unique values
0 missing
V332numeric321 unique values
0 missing
V333numeric404 unique values
0 missing
V334numeric541 unique values
0 missing
V335numeric36 unique values
0 missing
V336numeric490 unique values
0 missing
V337numeric43 unique values
0 missing
V338numeric477 unique values
0 missing
V339numeric552 unique values
0 missing
V340numeric513 unique values
0 missing
V341numeric11 unique values
0 missing
V342numeric399 unique values
0 missing
V343numeric486 unique values
0 missing
V344numeric264 unique values
0 missing
V345numeric467 unique values
0 missing
V346numeric160 unique values
0 missing
V347numeric419 unique values
0 missing
V348numeric690 unique values
0 missing
V349numeric534 unique values
0 missing
V350numeric598 unique values
0 missing
V351numeric316 unique values
0 missing
V352numeric212 unique values
0 missing
V353numeric502 unique values
0 missing
V354numeric413 unique values
0 missing
V355numeric603 unique values
0 missing
V356numeric684 unique values
0 missing
V357numeric553 unique values
0 missing
V358numeric487 unique values
0 missing
V359numeric609 unique values
0 missing
V360numeric251 unique values
0 missing
V361numeric261 unique values
0 missing
V362numeric578 unique values
0 missing
V363numeric281 unique values
0 missing
V364numeric113 unique values
0 missing
V365numeric493 unique values
0 missing
V366numeric230 unique values
0 missing
V367numeric380 unique values
0 missing
V368numeric348 unique values
0 missing
V369numeric249 unique values
0 missing
V370numeric679 unique values
0 missing
V371numeric118 unique values
0 missing
V372numeric482 unique values
0 missing
V373numeric179 unique values
0 missing
V374numeric393 unique values
0 missing
V375numeric478 unique values
0 missing
V376numeric33 unique values
0 missing
V377numeric477 unique values
0 missing
V378numeric407 unique values
0 missing
V379numeric597 unique values
0 missing
V380numeric665 unique values
0 missing
V381numeric528 unique values
0 missing
V382numeric401 unique values
0 missing
V383numeric425 unique values
0 missing
V384numeric362 unique values
0 missing
V385numeric515 unique values
0 missing
V386numeric516 unique values
0 missing
V387numeric541 unique values
0 missing
V388numeric58 unique values
0 missing
V389numeric508 unique values
0 missing
V390numeric425 unique values
0 missing
V391numeric453 unique values
0 missing
V392numeric500 unique values
0 missing
V393numeric417 unique values
0 missing
V394numeric301 unique values
0 missing
V395numeric488 unique values
0 missing
V396numeric319 unique values
0 missing
V397numeric552 unique values
0 missing
V398numeric561 unique values
0 missing
V399numeric446 unique values
0 missing
V400numeric33 unique values
0 missing
V401numeric383 unique values
0 missing
V402numeric378 unique values
0 missing
V403numeric348 unique values
0 missing
V404numeric396 unique values
0 missing
V405numeric16 unique values
0 missing
V406numeric100 unique values
0 missing
V407numeric394 unique values
0 missing
V408numeric299 unique values
0 missing
V409numeric440 unique values
0 missing
V410numeric497 unique values
0 missing
V411numeric83 unique values
0 missing
V412numeric434 unique values
0 missing
V413numeric324 unique values
0 missing
V414numeric337 unique values
0 missing
V415numeric379 unique values
0 missing
V416numeric229 unique values
0 missing
V417numeric305 unique values
0 missing
V418numeric315 unique values
0 missing
V419numeric414 unique values
0 missing
V420numeric315 unique values
0 missing
V421numeric353 unique values
0 missing
V422numeric546 unique values
0 missing
V423numeric303 unique values
0 missing
V424numeric27 unique values
0 missing
V425numeric436 unique values
0 missing
V426numeric208 unique values
0 missing
V427numeric508 unique values
0 missing
V428numeric398 unique values
0 missing
V429numeric355 unique values
0 missing
V430numeric364 unique values
0 missing
V431numeric613 unique values
0 missing
V432numeric397 unique values
0 missing
V433numeric153 unique values
0 missing
V434numeric483 unique values
0 missing
V435numeric57 unique values
0 missing
V436numeric470 unique values
0 missing
V437numeric488 unique values
0 missing
V438numeric506 unique values
0 missing
V439numeric511 unique values
0 missing
V440numeric479 unique values
0 missing
V441numeric105 unique values
0 missing
V442numeric298 unique values
0 missing
V443numeric585 unique values
0 missing
V444numeric754 unique values
0 missing
V445numeric560 unique values
0 missing
V446numeric583 unique values
0 missing
V447numeric233 unique values
0 missing
V448numeric506 unique values
0 missing
V449numeric474 unique values
0 missing
V450numeric309 unique values
0 missing
V451numeric575 unique values
0 missing
V452numeric428 unique values
0 missing
V453numeric120 unique values
0 missing
V454numeric342 unique values
0 missing
V455numeric497 unique values
0 missing
V456numeric213 unique values
0 missing
V457numeric148 unique values
0 missing
V458numeric209 unique values
0 missing
V459numeric269 unique values
0 missing
V460numeric63 unique values
0 missing
V461numeric598 unique values
0 missing
V462numeric119 unique values
0 missing
V463numeric474 unique values
0 missing
V464numeric689 unique values
0 missing
V465numeric466 unique values
0 missing
V466numeric451 unique values
0 missing
V467numeric402 unique values
0 missing
V468numeric417 unique values
0 missing
V469numeric598 unique values
0 missing
V470numeric505 unique values
0 missing
V471numeric421 unique values
0 missing
V472numeric461 unique values
0 missing
V473numeric574 unique values
0 missing
V474numeric310 unique values
0 missing
V475numeric317 unique values
0 missing
V476numeric543 unique values
0 missing
V477numeric245 unique values
0 missing
V478nominal1 unique values
0 missing
V479numeric251 unique values
0 missing
V480numeric154 unique values
0 missing
V481numeric302 unique values
0 missing
V482numeric490 unique values
0 missing
V483numeric499 unique values
0 missing
V484numeric262 unique values
0 missing
V485numeric330 unique values
0 missing
V486numeric467 unique values
0 missing
V487numeric477 unique values
0 missing
V488numeric132 unique values
0 missing
V489numeric653 unique values
0 missing
V490numeric329 unique values
0 missing
V491numeric560 unique values
0 missing
V492numeric86 unique values
0 missing
V493numeric416 unique values
0 missing
V494numeric249 unique values
0 missing
V495numeric311 unique values
0 missing
V496nominal2 unique values
0 missing
V497numeric401 unique values
0 missing
V498numeric698 unique values
0 missing
V499numeric34 unique values
0 missing
V500numeric369 unique values
0 missing
V501numeric621 unique values
0 missing
V502numeric325 unique values
0 missing
V503numeric539 unique values
0 missing
V504numeric486 unique values
0 missing
V505numeric619 unique values
0 missing
V506numeric69 unique values
0 missing
V507numeric357 unique values
0 missing
V508numeric568 unique values
0 missing
V509numeric548 unique values
0 missing
V510numeric84 unique values
0 missing
V511numeric483 unique values
0 missing
V512numeric398 unique values
0 missing
V513numeric594 unique values
0 missing
V514numeric312 unique values
0 missing
V515numeric454 unique values
0 missing
V516numeric243 unique values
0 missing
V517numeric79 unique values
0 missing
V518numeric473 unique values
0 missing
V519numeric222 unique values
0 missing
V520numeric531 unique values
0 missing
V521numeric520 unique values
0 missing
V522numeric48 unique values
0 missing
V523numeric637 unique values
0 missing
V524numeric130 unique values
0 missing
V525numeric499 unique values
0 missing
V526numeric398 unique values
0 missing
V527numeric506 unique values
0 missing
V528numeric526 unique values
0 missing
V529numeric108 unique values
0 missing
V530numeric524 unique values
0 missing
V531numeric468 unique values
0 missing
V532numeric523 unique values
0 missing
V533numeric334 unique values
0 missing
V534numeric377 unique values
0 missing
V535numeric416 unique values
0 missing
V536numeric644 unique values
0 missing
V537numeric554 unique values
0 missing
V538numeric413 unique values
0 missing
V539numeric532 unique values
0 missing
V540numeric462 unique values
0 missing
V541numeric431 unique values
0 missing
V542numeric353 unique values
0 missing
V543numeric591 unique values
0 missing
V544numeric422 unique values
0 missing
V545numeric622 unique values
0 missing
V546nominal1 unique values
0 missing
V547numeric159 unique values
0 missing
V548numeric126 unique values
0 missing
V549numeric173 unique values
0 missing
V550numeric485 unique values
0 missing
V551numeric431 unique values
0 missing
V552numeric373 unique values
0 missing
V553numeric652 unique values
0 missing
V554numeric601 unique values
0 missing
V555numeric347 unique values
0 missing
V556numeric362 unique values
0 missing
V557numeric563 unique values
0 missing
V558numeric505 unique values
0 missing
V559numeric156 unique values
0 missing
V560numeric288 unique values
0 missing
V561numeric185 unique values
0 missing
V562numeric45 unique values
0 missing
V563numeric615 unique values
0 missing
V564numeric596 unique values
0 missing
V565numeric43 unique values
0 missing
V566nominal2 unique values
0 missing
V567numeric129 unique values
0 missing
V568numeric661 unique values
0 missing
V569numeric446 unique values
0 missing
V570numeric110 unique values
0 missing
V571numeric181 unique values
0 missing
V572numeric328 unique values
0 missing
V573numeric541 unique values
0 missing
V574numeric515 unique values
0 missing
V575nominal1 unique values
0 missing
V576numeric250 unique values
0 missing
V577numeric524 unique values
0 missing
V578numeric353 unique values
0 missing
V579numeric683 unique values
0 missing
V580numeric366 unique values
0 missing
V581numeric356 unique values
0 missing
V582numeric320 unique values
0 missing
V583numeric412 unique values
0 missing
V584nominal1 unique values
0 missing
V585numeric399 unique values
0 missing
V586numeric263 unique values
0 missing
V587numeric382 unique values
0 missing
V588nominal2 unique values
0 missing
V589numeric409 unique values
0 missing
V590numeric297 unique values
0 missing
V591numeric398 unique values
0 missing
V592numeric87 unique values
0 missing
V593numeric531 unique values
0 missing
V594numeric355 unique values
0 missing
V595numeric273 unique values
0 missing
V596numeric502 unique values
0 missing
V597numeric302 unique values
0 missing
V598numeric258 unique values
0 missing
V599numeric398 unique values
0 missing
V600numeric444 unique values
0 missing
V601numeric193 unique values
0 missing
V602numeric385 unique values
0 missing
V603numeric483 unique values
0 missing
V604numeric302 unique values
0 missing
V605numeric408 unique values
0 missing
V606numeric424 unique values
0 missing
V607numeric433 unique values
0 missing
V608numeric278 unique values
0 missing
V609numeric390 unique values
0 missing
V610numeric445 unique values
0 missing
V611numeric175 unique values
0 missing
V612numeric506 unique values
0 missing
V613numeric402 unique values
0 missing
V614numeric403 unique values
0 missing
V615numeric617 unique values
0 missing
V616numeric15 unique values
0 missing
V617numeric163 unique values
0 missing
V618numeric540 unique values
0 missing
V619numeric330 unique values
0 missing
V620numeric440 unique values
0 missing
V621numeric590 unique values
0 missing
V622numeric456 unique values
0 missing
V623numeric33 unique values
0 missing
V624numeric669 unique values
0 missing
V625numeric155 unique values
0 missing
V626numeric545 unique values
0 missing
V627numeric160 unique values
0 missing
V628numeric624 unique values
0 missing
V629numeric692 unique values
0 missing
V630numeric40 unique values
0 missing
V631numeric532 unique values
0 missing
V632numeric521 unique values
0 missing
V633numeric672 unique values
0 missing
V634numeric639 unique values
0 missing
V635numeric355 unique values
0 missing
V636numeric100 unique values
0 missing
V637numeric417 unique values
0 missing
V638numeric31 unique values
0 missing
V639numeric326 unique values
0 missing
V640numeric471 unique values
0 missing
V641numeric558 unique values
0 missing
V642numeric60 unique values
0 missing
V643numeric214 unique values
0 missing
V644numeric447 unique values
0 missing
V645numeric418 unique values
0 missing
V646numeric284 unique values
0 missing
V647nominal1 unique values
0 missing
V648numeric296 unique values
0 missing
V649numeric740 unique values
0 missing
V650numeric465 unique values
0 missing
V651numeric447 unique values
0 missing
V652numeric27 unique values
0 missing
V653numeric555 unique values
0 missing
V654numeric462 unique values
0 missing
V655numeric417 unique values
0 missing
V656numeric528 unique values
0 missing
V657numeric363 unique values
0 missing
V658numeric377 unique values
0 missing
V659numeric38 unique values
0 missing
V660numeric561 unique values
0 missing
V661numeric497 unique values
0 missing
V662numeric411 unique values
0 missing
V663numeric521 unique values
0 missing
V664numeric281 unique values
0 missing
V665numeric500 unique values
0 missing
V666numeric429 unique values
0 missing
V667numeric103 unique values
0 missing
V668numeric164 unique values
0 missing
V669numeric673 unique values
0 missing
V670numeric447 unique values
0 missing
V671numeric527 unique values
0 missing
V672numeric372 unique values
0 missing
V673numeric387 unique values
0 missing
V674numeric490 unique values
0 missing
V675numeric681 unique values
0 missing
V676numeric628 unique values
0 missing
V677numeric672 unique values
0 missing
V678numeric415 unique values
0 missing
V679numeric383 unique values
0 missing
V680numeric329 unique values
0 missing
V681numeric544 unique values
0 missing
V682numeric415 unique values
0 missing
V683numeric569 unique values
0 missing
V684numeric442 unique values
0 missing
V685nominal2 unique values
0 missing
V686numeric704 unique values
0 missing
V687numeric407 unique values
0 missing
V688nominal2 unique values
0 missing
V689numeric464 unique values
0 missing
V690numeric601 unique values
0 missing
V691numeric586 unique values
0 missing
V692numeric565 unique values
0 missing
V693numeric488 unique values
0 missing
V694numeric643 unique values
0 missing
V695numeric399 unique values
0 missing
V696numeric645 unique values
0 missing
V697numeric515 unique values
0 missing
V698numeric307 unique values
0 missing
V699numeric358 unique values
0 missing
V700numeric298 unique values
0 missing
V701numeric211 unique values
0 missing
V702numeric475 unique values
0 missing
V703numeric299 unique values
0 missing
V704numeric425 unique values
0 missing
V705numeric574 unique values
0 missing
V706numeric115 unique values
0 missing
V707numeric401 unique values
0 missing
V708numeric299 unique values
0 missing
V709numeric584 unique values
0 missing
V710numeric453 unique values
0 missing
V711numeric31 unique values
0 missing
V712numeric355 unique values
0 missing
V713numeric362 unique values
0 missing
V714numeric561 unique values
0 missing
V715numeric564 unique values
0 missing
V716numeric518 unique values
0 missing
V717numeric226 unique values
0 missing
V718numeric328 unique values
0 missing
V719numeric533 unique values
0 missing
V720numeric362 unique values
0 missing
V721numeric561 unique values
0 missing
V722numeric482 unique values
0 missing
V723numeric653 unique values
0 missing
V724numeric379 unique values
0 missing
V725numeric409 unique values
0 missing
V726numeric175 unique values
0 missing
V727numeric318 unique values
0 missing
V728numeric391 unique values
0 missing
V729numeric310 unique values
0 missing
V730numeric337 unique values
0 missing
V731numeric513 unique values
0 missing
V732numeric374 unique values
0 missing
V733numeric561 unique values
0 missing
V734numeric426 unique values
0 missing
V735numeric532 unique values
0 missing
V736numeric514 unique values
0 missing
V737numeric629 unique values
0 missing
V738numeric482 unique values
0 missing
V739numeric690 unique values
0 missing
V740numeric424 unique values
0 missing
V741nominal2 unique values
0 missing
V742numeric446 unique values
0 missing
V743numeric194 unique values
0 missing
V744numeric718 unique values
0 missing
V745numeric301 unique values
0 missing
V746numeric339 unique values
0 missing
V747numeric332 unique values
0 missing
V748numeric66 unique values
0 missing
V749numeric684 unique values
0 missing
V750numeric506 unique values
0 missing
V751numeric545 unique values
0 missing
V752numeric657 unique values
0 missing
V753numeric573 unique values
0 missing
V754numeric640 unique values
0 missing
V755numeric468 unique values
0 missing
V756numeric116 unique values
0 missing
V757numeric537 unique values
0 missing
V758numeric424 unique values
0 missing
V759numeric513 unique values
0 missing
V760numeric262 unique values
0 missing
V761numeric488 unique values
0 missing
V762numeric605 unique values
0 missing
V763numeric541 unique values
0 missing
V764numeric424 unique values
0 missing
V765numeric579 unique values
0 missing
V766numeric556 unique values
0 missing
V767numeric400 unique values
0 missing
V768numeric301 unique values
0 missing
V769numeric209 unique values
0 missing
V770numeric365 unique values
0 missing
V771numeric545 unique values
0 missing
V772numeric635 unique values
0 missing
V773numeric576 unique values
0 missing
V774numeric415 unique values
0 missing
V775numeric319 unique values
0 missing
V776numeric515 unique values
0 missing
V777numeric123 unique values
0 missing
V778numeric587 unique values
0 missing
V779numeric470 unique values
0 missing
V780nominal2 unique values
0 missing
V781numeric21 unique values
0 missing
V782numeric415 unique values
0 missing
V783numeric484 unique values
0 missing
V784numeric387 unique values
0 missing
V785numeric508 unique values
0 missing
V786numeric619 unique values
0 missing
V787numeric587 unique values
0 missing
V788numeric587 unique values
0 missing
V789numeric413 unique values
0 missing
V790numeric377 unique values
0 missing
V791numeric409 unique values
0 missing
V792numeric464 unique values
0 missing
V793numeric321 unique values
0 missing
V794numeric98 unique values
0 missing
V795numeric650 unique values
0 missing
V796numeric619 unique values
0 missing
V797numeric522 unique values
0 missing
V798numeric411 unique values
0 missing
V799numeric289 unique values
0 missing
V800numeric504 unique values
0 missing
V801numeric229 unique values
0 missing
V802numeric452 unique values
0 missing
V803numeric364 unique values
0 missing
V804numeric318 unique values
0 missing
V805numeric728 unique values
0 missing
V806numeric379 unique values
0 missing
V807numeric32 unique values
0 missing
V808numeric45 unique values
0 missing
V809numeric492 unique values
0 missing
V810numeric493 unique values
0 missing
V811numeric673 unique values
0 missing
V812numeric521 unique values
0 missing
V813numeric131 unique values
0 missing
V814numeric462 unique values
0 missing
V815numeric523 unique values
0 missing
V816numeric459 unique values
0 missing
V817numeric392 unique values
0 missing
V818numeric446 unique values
0 missing
V819numeric45 unique values
0 missing
V820numeric461 unique values
0 missing
V821numeric354 unique values
0 missing
V822numeric362 unique values
0 missing
V823numeric411 unique values
0 missing
V824numeric526 unique values
0 missing
V825numeric411 unique values
0 missing
V826numeric567 unique values
0 missing
V827numeric336 unique values
0 missing
V828numeric15 unique values
0 missing
V829numeric459 unique values
0 missing
V830numeric425 unique values
0 missing
V831numeric353 unique values
0 missing
V832numeric446 unique values
0 missing
V833nominal1 unique values
0 missing
V834numeric639 unique values
0 missing
V835numeric393 unique values
0 missing
V836numeric502 unique values
0 missing
V837numeric534 unique values
0 missing
V838numeric673 unique values
0 missing
V839numeric386 unique values
0 missing
V840numeric301 unique values
0 missing
V841numeric357 unique values
0 missing
V842numeric254 unique values
0 missing
V843numeric76 unique values
0 missing
V844numeric341 unique values
0 missing
V845numeric377 unique values
0 missing
V846numeric593 unique values
0 missing
V847numeric243 unique values
0 missing
V848numeric234 unique values
0 missing
V849numeric421 unique values
0 missing
V850numeric539 unique values
0 missing
V851numeric441 unique values
0 missing
V852numeric121 unique values
0 missing
V853numeric559 unique values
0 missing
V854numeric351 unique values
0 missing
V855numeric671 unique values
0 missing
V856numeric319 unique values
0 missing
V857nominal1 unique values
0 missing
V858numeric535 unique values
0 missing
V859numeric464 unique values
0 missing
V860numeric598 unique values
0 missing
V861numeric381 unique values
0 missing
V862numeric539 unique values
0 missing
V863numeric441 unique values
0 missing
V864numeric361 unique values
0 missing
V865numeric256 unique values
0 missing
V866numeric548 unique values
0 missing
V867numeric489 unique values
0 missing
V868numeric533 unique values
0 missing
V869numeric424 unique values
0 missing
V870numeric356 unique values
0 missing
V871numeric671 unique values
0 missing
V872numeric286 unique values
0 missing
V873numeric443 unique values
0 missing
V874numeric526 unique values
0 missing
V875numeric489 unique values
0 missing
V876numeric406 unique values
0 missing
V877numeric446 unique values
0 missing
V878numeric570 unique values
0 missing
V879numeric131 unique values
0 missing
V880numeric419 unique values
0 missing
V881numeric442 unique values
0 missing
V882numeric310 unique values
0 missing
V883numeric117 unique values
0 missing
V884numeric497 unique values
0 missing
V885numeric366 unique values
0 missing
V886numeric498 unique values
0 missing
V887numeric373 unique values
0 missing
V888numeric756 unique values
0 missing
V889numeric426 unique values
0 missing
V890numeric489 unique values
0 missing
V891numeric179 unique values
0 missing
V892numeric334 unique values
0 missing
V893numeric357 unique values
0 missing
V894numeric474 unique values
0 missing
V895numeric637 unique values
0 missing
V896numeric578 unique values
0 missing
V897numeric638 unique values
0 missing
V898numeric465 unique values
0 missing
V899numeric519 unique values
0 missing
V900numeric625 unique values
0 missing
V901numeric529 unique values
0 missing
V902numeric538 unique values
0 missing
V903numeric566 unique values
0 missing
V904numeric132 unique values
0 missing
V905numeric454 unique values
0 missing
V906numeric521 unique values
0 missing
V907numeric401 unique values
0 missing
V908numeric640 unique values
0 missing
V909numeric474 unique values
0 missing
V910numeric469 unique values
0 missing
V911numeric522 unique values
0 missing
V912numeric350 unique values
0 missing
V913numeric549 unique values
0 missing
V914numeric551 unique values
0 missing
V915numeric99 unique values
0 missing
V916numeric69 unique values
0 missing
V917numeric422 unique values
0 missing
V918numeric486 unique values
0 missing
V919numeric644 unique values
0 missing
V920numeric272 unique values
0 missing
V921numeric331 unique values
0 missing
V922numeric396 unique values
0 missing
V923numeric604 unique values
0 missing
V924numeric298 unique values
0 missing
V925numeric289 unique values
0 missing
V926numeric516 unique values
0 missing
V927numeric264 unique values
0 missing
V928numeric296 unique values
0 missing
V929numeric350 unique values
0 missing
V930numeric668 unique values
0 missing
V931numeric574 unique values
0 missing
V932numeric489 unique values
0 missing
V933numeric403 unique values
0 missing
V934numeric507 unique values
0 missing
V935nominal1 unique values
0 missing
V936numeric383 unique values
0 missing
V937numeric564 unique values
0 missing
V938numeric620 unique values
0 missing
V939numeric382 unique values
0 missing
V940numeric391 unique values
0 missing
V941numeric82 unique values
0 missing
V942numeric332 unique values
0 missing
V943numeric356 unique values
0 missing
V944numeric243 unique values
0 missing
V945numeric543 unique values
0 missing
V946numeric259 unique values
0 missing
V947numeric465 unique values
0 missing
V948numeric410 unique values
0 missing
V949numeric524 unique values
0 missing
V950numeric428 unique values
0 missing
V951nominal2 unique values
0 missing
V952numeric403 unique values
0 missing
V953numeric586 unique values
0 missing
V954numeric607 unique values
0 missing
V955numeric357 unique values
0 missing
V956numeric438 unique values
0 missing
V957numeric122 unique values
0 missing
V958numeric142 unique values
0 missing
V959numeric63 unique values
0 missing
V960numeric417 unique values
0 missing
V961numeric476 unique values
0 missing
V962numeric558 unique values
0 missing
V963numeric380 unique values
0 missing
V964numeric506 unique values
0 missing
V965numeric616 unique values
0 missing
V966numeric455 unique values
0 missing
V967numeric532 unique values
0 missing
V968numeric321 unique values
0 missing
V969numeric18 unique values
0 missing
V970numeric541 unique values
0 missing
V971numeric496 unique values
0 missing
V972numeric665 unique values
0 missing
V973numeric361 unique values
0 missing
V974numeric344 unique values
0 missing
V975numeric511 unique values
0 missing
V976numeric387 unique values
0 missing
V977numeric510 unique values
0 missing
V978numeric581 unique values
0 missing
V979numeric526 unique values
0 missing
V980numeric440 unique values
0 missing
V981numeric390 unique values
0 missing
V982numeric678 unique values
0 missing
V983numeric384 unique values
0 missing
V984numeric518 unique values
0 missing
V985numeric198 unique values
0 missing
V986numeric386 unique values
0 missing
V987numeric13 unique values
0 missing
V988numeric45 unique values
0 missing
V989numeric415 unique values
0 missing
V990numeric440 unique values
0 missing
V991numeric450 unique values
0 missing
V992numeric494 unique values
0 missing
V993numeric538 unique values
0 missing
V994numeric21 unique values
0 missing
V995numeric649 unique values
0 missing
V996numeric486 unique values
0 missing
V997numeric457 unique values
0 missing
V998numeric449 unique values
0 missing
V999numeric532 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
5418
Number of instances (rows) of the dataset.
NumberOfFeatures
1637
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
1599
Number of numeric attributes.
NumberOfSymbolicFeatures
38
Number of nominal attributes.
Quartile1MutualInformation
0
First quartile of mutual information between the nominal attributes and the target attribute.
PercentageOfBinaryFeatures
0.79
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
97.68
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
2.32
Percentage of nominal attributes.
Quartile1AttributeEntropy
0
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
0.26
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
144.4
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
0.48
Standard deviation of the number of distinct values among attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
0.1
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
63.62
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
0
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
1.28
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
254.89
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
0
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.6
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
85
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
0
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
5.13
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
367.41
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
0
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
1.4
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
109.36
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.5
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
283.63
Mean of means among attributes of the numeric type.
ClassEntropy
1
Entropy of the target attribute values.
Dimensionality
0.3
Number of attributes divided by the number of instances.
EquivalentNumberOfAtts
3250.7
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
50
Percentage of instances belonging to the most frequent class.
MajorityClassSize
2709
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
0.45
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
3692.49
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
984.17
Maximum of means among attributes of the numeric type.
MaxMutualInformation
0.01
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
2
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
58.89
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
297.63
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
0.08
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
22.49
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
13
Number of binary attributes.
MeanMutualInformation
0
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
251.85
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
1.34
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
1.19
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
87.32
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
-0
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-1.71
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
0.21
Minimum of means among attributes of the numeric type.
MinMutualInformation
0
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
1
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-11.99
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.47
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
50
Percentage of instances belonging to the least frequent class.
MinorityClassSize
2709
Number of instances belonging to the least frequent class.
Show all 62 properties

20 tasks

Supervised Classification on christine
4 runs - estimation_procedure: 33% Holdout set - target_feature: class
Supervised Classification on christine
4 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: area_under_roc_curve - target_feature: class
Supervised Classification on christine
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - target_feature: class
Supervised Classification on christine
0 runs - estimation_procedure: 20% Holdout (Ordered) - target_feature: class
Supervised Classification on christine
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
Supervised Classification on christine
0 runs - estimation_procedure: 4-fold Crossvalidation - target_feature: class
Learning Curve on christine
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Learning Curve on christine
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Learning Curve on christine
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Learning Curve on christine
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Supervised Data Stream Classification on christine
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: class
Clustering on christine
0 runs - estimation_procedure: 50 times Clustering
Clustering on christine
0 runs - estimation_procedure: 50 times Clustering
Clustering on christine
0 runs - estimation_procedure: 50 times Clustering
Clustering on christine
0 runs - estimation_procedure: 50 times Clustering
Clustering on christine
0 runs - estimation_procedure: 50 times Clustering
Clustering on christine
0 runs - estimation_procedure: 50 times Clustering
Clustering on christine
0 runs - estimation_procedure: 50 times Clustering
Clustering on christine
0 runs - estimation_procedure: 50 times Clustering
Clustering on christine
0 runs - estimation_procedure: 50 times Clustering
Define a new task