DEVELOPMENT... OpenML
Data
fabert

fabert

active ARFF Publicly available Visibility: public Uploaded 16-08-2018 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.

801 features

class (target)nominal7 unique values
0 missing
V1numeric35 unique values
0 missing
V2numeric8 unique values
0 missing
V3numeric92 unique values
0 missing
V4numeric15 unique values
0 missing
V5numeric104 unique values
0 missing
V6numeric26 unique values
0 missing
V7numeric86 unique values
0 missing
V8numeric144 unique values
0 missing
V9numeric103 unique values
0 missing
V10numeric50 unique values
0 missing
V11numeric32 unique values
0 missing
V12numeric39 unique values
0 missing
V13numeric23 unique values
0 missing
V14numeric122 unique values
0 missing
V15numeric72 unique values
0 missing
V16numeric29 unique values
0 missing
V17numeric75 unique values
0 missing
V18numeric140 unique values
0 missing
V19numeric78 unique values
0 missing
V20numeric39 unique values
0 missing
V21numeric4 unique values
0 missing
V22numeric121 unique values
0 missing
V23numeric83 unique values
0 missing
V24numeric7 unique values
0 missing
V25numeric43 unique values
0 missing
V26numeric69 unique values
0 missing
V27numeric24 unique values
0 missing
V28numeric91 unique values
0 missing
V29numeric31 unique values
0 missing
V30numeric34 unique values
0 missing
V31numeric38 unique values
0 missing
V32numeric77 unique values
0 missing
V33numeric49 unique values
0 missing
V34numeric21 unique values
0 missing
V35numeric126 unique values
0 missing
V36numeric81 unique values
0 missing
V37numeric7 unique values
0 missing
V38numeric88 unique values
0 missing
V39numeric7 unique values
0 missing
V40numeric101 unique values
0 missing
V41numeric63 unique values
0 missing
V42numeric56 unique values
0 missing
V43numeric9 unique values
0 missing
V44numeric71 unique values
0 missing
V45numeric8 unique values
0 missing
V46numeric85 unique values
0 missing
V47numeric30 unique values
0 missing
V48numeric24 unique values
0 missing
V49numeric30 unique values
0 missing
V50numeric108 unique values
0 missing
V51numeric63 unique values
0 missing
V52numeric121 unique values
0 missing
V53numeric51 unique values
0 missing
V54numeric73 unique values
0 missing
V55numeric56 unique values
0 missing
V56numeric32 unique values
0 missing
V57numeric75 unique values
0 missing
V58numeric161 unique values
0 missing
V59numeric140 unique values
0 missing
V60numeric24 unique values
0 missing
V61numeric134 unique values
0 missing
V62numeric54 unique values
0 missing
V63numeric51 unique values
0 missing
V64numeric88 unique values
0 missing
V65numeric6 unique values
0 missing
V66numeric35 unique values
0 missing
V67numeric102 unique values
0 missing
V68numeric29 unique values
0 missing
V69numeric52 unique values
0 missing
V70numeric109 unique values
0 missing
V71numeric43 unique values
0 missing
V72numeric8 unique values
0 missing
V73numeric33 unique values
0 missing
V74numeric20 unique values
0 missing
V75numeric92 unique values
0 missing
V76numeric101 unique values
0 missing
V77numeric35 unique values
0 missing
V78numeric5 unique values
0 missing
V79numeric24 unique values
0 missing
V80numeric9 unique values
0 missing
V81numeric66 unique values
0 missing
V82numeric60 unique values
0 missing
V83numeric84 unique values
0 missing
V84numeric6 unique values
0 missing
V85numeric79 unique values
0 missing
V86numeric6 unique values
0 missing
V87numeric117 unique values
0 missing
V88numeric23 unique values
0 missing
V89numeric77 unique values
0 missing
V90numeric28 unique values
0 missing
V91numeric25 unique values
0 missing
V92numeric39 unique values
0 missing
V93numeric91 unique values
0 missing
V94numeric37 unique values
0 missing
V95numeric14 unique values
0 missing
V96numeric38 unique values
0 missing
V97numeric54 unique values
0 missing
V98numeric135 unique values
0 missing
V99numeric105 unique values
0 missing
V100numeric18 unique values
0 missing
V101numeric57 unique values
0 missing
V102numeric69 unique values
0 missing
V103numeric48 unique values
0 missing
V104numeric40 unique values
0 missing
V105numeric76 unique values
0 missing
V106numeric96 unique values
0 missing
V107numeric124 unique values
0 missing
V108numeric71 unique values
0 missing
V109numeric30 unique values
0 missing
V110numeric75 unique values
0 missing
V111numeric8 unique values
0 missing
V112numeric38 unique values
0 missing
V113numeric67 unique values
0 missing
V114numeric38 unique values
0 missing
V115numeric73 unique values
0 missing
V116numeric14 unique values
0 missing
V117numeric9 unique values
0 missing
V118numeric99 unique values
0 missing
V119numeric67 unique values
0 missing
V120numeric45 unique values
0 missing
V121numeric119 unique values
0 missing
V122numeric2 unique values
0 missing
V123numeric66 unique values
0 missing
V124numeric86 unique values
0 missing
V125numeric63 unique values
0 missing
V126numeric45 unique values
0 missing
V127numeric54 unique values
0 missing
V128numeric36 unique values
0 missing
V129numeric41 unique values
0 missing
V130numeric76 unique values
0 missing
V131numeric19 unique values
0 missing
V132numeric43 unique values
0 missing
V133numeric21 unique values
0 missing
V134numeric109 unique values
0 missing
V135numeric82 unique values
0 missing
V136numeric58 unique values
0 missing
V137numeric137 unique values
0 missing
V138numeric111 unique values
0 missing
V139numeric82 unique values
0 missing
V140numeric17 unique values
0 missing
V141numeric28 unique values
0 missing
V142numeric102 unique values
0 missing
V143numeric77 unique values
0 missing
V144numeric47 unique values
0 missing
V145numeric38 unique values
0 missing
V146numeric53 unique values
0 missing
V147numeric29 unique values
0 missing
V148numeric45 unique values
0 missing
V149numeric68 unique values
0 missing
V150numeric71 unique values
0 missing
V151numeric30 unique values
0 missing
V152numeric73 unique values
0 missing
V153numeric80 unique values
0 missing
V154numeric30 unique values
0 missing
V155numeric97 unique values
0 missing
V156numeric68 unique values
0 missing
V157numeric1 unique values
0 missing
V158numeric85 unique values
0 missing
V159numeric5 unique values
0 missing
V160numeric33 unique values
0 missing
V161numeric29 unique values
0 missing
V162numeric58 unique values
0 missing
V163numeric13 unique values
0 missing
V164numeric5 unique values
0 missing
V165numeric29 unique values
0 missing
V166numeric17 unique values
0 missing
V167numeric9 unique values
0 missing
V168numeric67 unique values
0 missing
V169numeric67 unique values
0 missing
V170numeric33 unique values
0 missing
V171numeric15 unique values
0 missing
V172numeric15 unique values
0 missing
V173numeric31 unique values
0 missing
V174numeric28 unique values
0 missing
V175numeric108 unique values
0 missing
V176numeric36 unique values
0 missing
V177numeric52 unique values
0 missing
V178numeric13 unique values
0 missing
V179numeric1 unique values
0 missing
V180numeric26 unique values
0 missing
V181numeric113 unique values
0 missing
V182numeric10 unique values
0 missing
V183numeric20 unique values
0 missing
V184numeric116 unique values
0 missing
V185numeric2 unique values
0 missing
V186numeric33 unique values
0 missing
V187numeric54 unique values
0 missing
V188numeric30 unique values
0 missing
V189numeric43 unique values
0 missing
V190numeric114 unique values
0 missing
V191numeric49 unique values
0 missing
V192numeric10 unique values
0 missing
V193numeric2 unique values
0 missing
V194numeric19 unique values
0 missing
V195numeric37 unique values
0 missing
V196numeric46 unique values
0 missing
V197numeric69 unique values
0 missing
V198numeric46 unique values
0 missing
V199numeric41 unique values
0 missing
V200numeric56 unique values
0 missing
V201numeric21 unique values
0 missing
V202numeric16 unique values
0 missing
V203numeric4 unique values
0 missing
V204numeric27 unique values
0 missing
V205numeric33 unique values
0 missing
V206numeric19 unique values
0 missing
V207numeric70 unique values
0 missing
V208numeric22 unique values
0 missing
V209numeric11 unique values
0 missing
V210numeric55 unique values
0 missing
V211numeric13 unique values
0 missing
V212numeric31 unique values
0 missing
V213numeric9 unique values
0 missing
V214numeric16 unique values
0 missing
V215numeric2 unique values
0 missing
V216numeric27 unique values
0 missing
V217numeric2 unique values
0 missing
V218numeric36 unique values
0 missing
V219numeric120 unique values
0 missing
V220numeric16 unique values
0 missing
V221numeric15 unique values
0 missing
V222numeric10 unique values
0 missing
V223numeric75 unique values
0 missing
V224numeric19 unique values
0 missing
V225numeric100 unique values
0 missing
V226numeric94 unique values
0 missing
V227numeric37 unique values
0 missing
V228numeric51 unique values
0 missing
V229numeric130 unique values
0 missing
V230numeric93 unique values
0 missing
V231numeric158 unique values
0 missing
V232numeric23 unique values
0 missing
V233numeric70 unique values
0 missing
V234numeric28 unique values
0 missing
V235numeric6 unique values
0 missing
V236numeric13 unique values
0 missing
V237numeric70 unique values
0 missing
V238numeric4 unique values
0 missing
V239numeric78 unique values
0 missing
V240numeric16 unique values
0 missing
V241numeric89 unique values
0 missing
V242numeric1 unique values
0 missing
V243numeric21 unique values
0 missing
V244numeric36 unique values
0 missing
V245numeric80 unique values
0 missing
V246numeric80 unique values
0 missing
V247numeric21 unique values
0 missing
V248numeric21 unique values
0 missing
V249numeric19 unique values
0 missing
V250numeric59 unique values
0 missing
V251numeric87 unique values
0 missing
V252numeric9 unique values
0 missing
V253numeric2 unique values
0 missing
V254numeric37 unique values
0 missing
V255numeric97 unique values
0 missing
V256numeric99 unique values
0 missing
V257numeric72 unique values
0 missing
V258numeric2 unique values
0 missing
V259numeric19 unique values
0 missing
V260numeric104 unique values
0 missing
V261numeric105 unique values
0 missing
V262numeric15 unique values
0 missing
V263numeric12 unique values
0 missing
V264numeric27 unique values
0 missing
V265numeric26 unique values
0 missing
V266numeric78 unique values
0 missing
V267numeric26 unique values
0 missing
V268numeric25 unique values
0 missing
V269numeric14 unique values
0 missing
V270numeric121 unique values
0 missing
V271numeric76 unique values
0 missing
V272numeric22 unique values
0 missing
V273numeric43 unique values
0 missing
V274numeric59 unique values
0 missing
V275numeric14 unique values
0 missing
V276numeric60 unique values
0 missing
V277numeric59 unique values
0 missing
V278numeric27 unique values
0 missing
V279numeric5 unique values
0 missing
V280numeric18 unique values
0 missing
V281numeric23 unique values
0 missing
V282numeric103 unique values
0 missing
V283numeric89 unique values
0 missing
V284numeric27 unique values
0 missing
V285numeric75 unique values
0 missing
V286numeric18 unique values
0 missing
V287numeric31 unique values
0 missing
V288numeric49 unique values
0 missing
V289numeric45 unique values
0 missing
V290numeric30 unique values
0 missing
V291numeric68 unique values
0 missing
V292numeric34 unique values
0 missing
V293numeric4 unique values
0 missing
V294numeric114 unique values
0 missing
V295numeric114 unique values
0 missing
V296numeric23 unique values
0 missing
V297numeric9 unique values
0 missing
V298numeric15 unique values
0 missing
V299numeric99 unique values
0 missing
V300numeric93 unique values
0 missing
V301numeric116 unique values
0 missing
V302numeric125 unique values
0 missing
V303numeric42 unique values
0 missing
V304numeric103 unique values
0 missing
V305numeric93 unique values
0 missing
V306numeric47 unique values
0 missing
V307numeric73 unique values
0 missing
V308numeric6 unique values
0 missing
V309numeric14 unique values
0 missing
V310numeric120 unique values
0 missing
V311numeric63 unique values
0 missing
V312numeric36 unique values
0 missing
V313numeric54 unique values
0 missing
V314numeric85 unique values
0 missing
V315numeric116 unique values
0 missing
V316numeric8 unique values
0 missing
V317numeric75 unique values
0 missing
V318numeric109 unique values
0 missing
V319numeric26 unique values
0 missing
V320numeric91 unique values
0 missing
V321numeric64 unique values
0 missing
V322numeric85 unique values
0 missing
V323numeric17 unique values
0 missing
V324numeric1 unique values
0 missing
V325numeric45 unique values
0 missing
V326numeric58 unique values
0 missing
V327numeric106 unique values
0 missing
V328numeric70 unique values
0 missing
V329numeric32 unique values
0 missing
V330numeric53 unique values
0 missing
V331numeric82 unique values
0 missing
V332numeric72 unique values
0 missing
V333numeric12 unique values
0 missing
V334numeric78 unique values
0 missing
V335numeric54 unique values
0 missing
V336numeric20 unique values
0 missing
V337numeric49 unique values
0 missing
V338numeric20 unique values
0 missing
V339numeric22 unique values
0 missing
V340numeric4 unique values
0 missing
V341numeric57 unique values
0 missing
V342numeric71 unique values
0 missing
V343numeric76 unique values
0 missing
V344numeric22 unique values
0 missing
V345numeric33 unique values
0 missing
V346numeric17 unique values
0 missing
V347numeric23 unique values
0 missing
V348numeric38 unique values
0 missing
V349numeric12 unique values
0 missing
V350numeric69 unique values
0 missing
V351numeric30 unique values
0 missing
V352numeric116 unique values
0 missing
V353numeric105 unique values
0 missing
V354numeric3 unique values
0 missing
V355numeric30 unique values
0 missing
V356numeric11 unique values
0 missing
V357numeric79 unique values
0 missing
V358numeric67 unique values
0 missing
V359numeric27 unique values
0 missing
V360numeric57 unique values
0 missing
V361numeric53 unique values
0 missing
V362numeric109 unique values
0 missing
V363numeric41 unique values
0 missing
V364numeric55 unique values
0 missing
V365numeric114 unique values
0 missing
V366numeric86 unique values
0 missing
V367numeric50 unique values
0 missing
V368numeric11 unique values
0 missing
V369numeric8 unique values
0 missing
V370numeric145 unique values
0 missing
V371numeric15 unique values
0 missing
V372numeric54 unique values
0 missing
V373numeric40 unique values
0 missing
V374numeric117 unique values
0 missing
V375numeric30 unique values
0 missing
V376numeric96 unique values
0 missing
V377numeric3 unique values
0 missing
V378numeric37 unique values
0 missing
V379numeric133 unique values
0 missing
V380numeric107 unique values
0 missing
V381numeric7 unique values
0 missing
V382numeric19 unique values
0 missing
V383numeric44 unique values
0 missing
V384numeric34 unique values
0 missing
V385numeric88 unique values
0 missing
V386numeric16 unique values
0 missing
V387numeric34 unique values
0 missing
V388numeric30 unique values
0 missing
V389numeric51 unique values
0 missing
V390numeric60 unique values
0 missing
V391numeric73 unique values
0 missing
V392numeric33 unique values
0 missing
V393numeric133 unique values
0 missing
V394numeric13 unique values
0 missing
V395numeric120 unique values
0 missing
V396numeric47 unique values
0 missing
V397numeric31 unique values
0 missing
V398numeric1 unique values
0 missing
V399numeric33 unique values
0 missing
V400numeric16 unique values
0 missing
V401numeric69 unique values
0 missing
V402numeric100 unique values
0 missing
V403numeric25 unique values
0 missing
V404numeric107 unique values
0 missing
V405numeric111 unique values
0 missing
V406numeric12 unique values
0 missing
V407numeric19 unique values
0 missing
V408numeric45 unique values
0 missing
V409numeric77 unique values
0 missing
V410numeric47 unique values
0 missing
V411numeric51 unique values
0 missing
V412numeric55 unique values
0 missing
V413numeric95 unique values
0 missing
V414numeric67 unique values
0 missing
V415numeric11 unique values
0 missing
V416numeric90 unique values
0 missing
V417numeric7 unique values
0 missing
V418numeric25 unique values
0 missing
V419numeric41 unique values
0 missing
V420numeric60 unique values
0 missing
V421numeric37 unique values
0 missing
V422numeric35 unique values
0 missing
V423numeric27 unique values
0 missing
V424numeric14 unique values
0 missing
V425numeric98 unique values
0 missing
V426numeric53 unique values
0 missing
V427numeric91 unique values
0 missing
V428numeric83 unique values
0 missing
V429numeric111 unique values
0 missing
V430numeric95 unique values
0 missing
V431numeric104 unique values
0 missing
V432numeric41 unique values
0 missing
V433numeric34 unique values
0 missing
V434numeric73 unique values
0 missing
V435numeric8 unique values
0 missing
V436numeric25 unique values
0 missing
V437numeric85 unique values
0 missing
V438numeric28 unique values
0 missing
V439numeric18 unique values
0 missing
V440numeric13 unique values
0 missing
V441numeric23 unique values
0 missing
V442numeric52 unique values
0 missing
V443numeric22 unique values
0 missing
V444numeric120 unique values
0 missing
V445numeric140 unique values
0 missing
V446numeric7 unique values
0 missing
V447numeric34 unique values
0 missing
V448numeric57 unique values
0 missing
V449numeric40 unique values
0 missing
V450numeric38 unique values
0 missing
V451numeric30 unique values
0 missing
V452numeric23 unique values
0 missing
V453numeric70 unique values
0 missing
V454numeric23 unique values
0 missing
V455numeric70 unique values
0 missing
V456numeric5 unique values
0 missing
V457numeric23 unique values
0 missing
V458numeric81 unique values
0 missing
V459numeric27 unique values
0 missing
V460numeric34 unique values
0 missing
V461numeric27 unique values
0 missing
V462numeric43 unique values
0 missing
V463numeric22 unique values
0 missing
V464numeric33 unique values
0 missing
V465numeric79 unique values
0 missing
V466numeric61 unique values
0 missing
V467numeric7 unique values
0 missing
V468numeric61 unique values
0 missing
V469numeric29 unique values
0 missing
V470numeric19 unique values
0 missing
V471numeric17 unique values
0 missing
V472numeric36 unique values
0 missing
V473numeric64 unique values
0 missing
V474numeric96 unique values
0 missing
V475numeric38 unique values
0 missing
V476numeric22 unique values
0 missing
V477numeric31 unique values
0 missing
V478numeric72 unique values
0 missing
V479numeric74 unique values
0 missing
V480numeric101 unique values
0 missing
V481numeric41 unique values
0 missing
V482numeric29 unique values
0 missing
V483numeric30 unique values
0 missing
V484numeric24 unique values
0 missing
V485numeric57 unique values
0 missing
V486numeric37 unique values
0 missing
V487numeric76 unique values
0 missing
V488numeric102 unique values
0 missing
V489numeric44 unique values
0 missing
V490numeric99 unique values
0 missing
V491numeric88 unique values
0 missing
V492numeric56 unique values
0 missing
V493numeric87 unique values
0 missing
V494numeric29 unique values
0 missing
V495numeric27 unique values
0 missing
V496numeric67 unique values
0 missing
V497numeric43 unique values
0 missing
V498numeric76 unique values
0 missing
V499numeric14 unique values
0 missing
V500numeric16 unique values
0 missing
V501numeric30 unique values
0 missing
V502numeric122 unique values
0 missing
V503numeric35 unique values
0 missing
V504numeric99 unique values
0 missing
V505numeric87 unique values
0 missing
V506numeric17 unique values
0 missing
V507numeric57 unique values
0 missing
V508numeric29 unique values
0 missing
V509numeric80 unique values
0 missing
V510numeric91 unique values
0 missing
V511numeric90 unique values
0 missing
V512numeric42 unique values
0 missing
V513numeric21 unique values
0 missing
V514numeric62 unique values
0 missing
V515numeric25 unique values
0 missing
V516numeric87 unique values
0 missing
V517numeric12 unique values
0 missing
V518numeric29 unique values
0 missing
V519numeric87 unique values
0 missing
V520numeric111 unique values
0 missing
V521numeric31 unique values
0 missing
V522numeric88 unique values
0 missing
V523numeric81 unique values
0 missing
V524numeric79 unique values
0 missing
V525numeric68 unique values
0 missing
V526numeric6 unique values
0 missing
V527numeric85 unique values
0 missing
V528numeric26 unique values
0 missing
V529numeric99 unique values
0 missing
V530numeric70 unique values
0 missing
V531numeric119 unique values
0 missing
V532numeric122 unique values
0 missing
V533numeric17 unique values
0 missing
V534numeric19 unique values
0 missing
V535numeric66 unique values
0 missing
V536numeric45 unique values
0 missing
V537numeric29 unique values
0 missing
V538numeric78 unique values
0 missing
V539numeric23 unique values
0 missing
V540numeric133 unique values
0 missing
V541numeric37 unique values
0 missing
V542numeric6 unique values
0 missing
V543numeric50 unique values
0 missing
V544numeric24 unique values
0 missing
V545numeric77 unique values
0 missing
V546numeric89 unique values
0 missing
V547numeric45 unique values
0 missing
V548numeric55 unique values
0 missing
V549numeric71 unique values
0 missing
V550numeric100 unique values
0 missing
V551numeric64 unique values
0 missing
V552numeric17 unique values
0 missing
V553numeric81 unique values
0 missing
V554numeric21 unique values
0 missing
V555numeric66 unique values
0 missing
V556numeric33 unique values
0 missing
V557numeric92 unique values
0 missing
V558numeric34 unique values
0 missing
V559numeric76 unique values
0 missing
V560numeric46 unique values
0 missing
V561numeric23 unique values
0 missing
V562numeric38 unique values
0 missing
V563numeric25 unique values
0 missing
V564numeric17 unique values
0 missing
V565numeric108 unique values
0 missing
V566numeric32 unique values
0 missing
V567numeric37 unique values
0 missing
V568numeric53 unique values
0 missing
V569numeric32 unique values
0 missing
V570numeric22 unique values
0 missing
V571numeric60 unique values
0 missing
V572numeric30 unique values
0 missing
V573numeric42 unique values
0 missing
V574numeric47 unique values
0 missing
V575numeric65 unique values
0 missing
V576numeric60 unique values
0 missing
V577numeric32 unique values
0 missing
V578numeric107 unique values
0 missing
V579numeric24 unique values
0 missing
V580numeric97 unique values
0 missing
V581numeric30 unique values
0 missing
V582numeric76 unique values
0 missing
V583numeric12 unique values
0 missing
V584numeric105 unique values
0 missing
V585numeric68 unique values
0 missing
V586numeric124 unique values
0 missing
V587numeric52 unique values
0 missing
V588numeric81 unique values
0 missing
V589numeric28 unique values
0 missing
V590numeric104 unique values
0 missing
V591numeric30 unique values
0 missing
V592numeric145 unique values
0 missing
V593numeric110 unique values
0 missing
V594numeric27 unique values
0 missing
V595numeric129 unique values
0 missing
V596numeric25 unique values
0 missing
V597numeric38 unique values
0 missing
V598numeric114 unique values
0 missing
V599numeric27 unique values
0 missing
V600numeric129 unique values
0 missing
V601numeric135 unique values
0 missing
V602numeric24 unique values
0 missing
V603numeric16 unique values
0 missing
V604numeric24 unique values
0 missing
V605numeric36 unique values
0 missing
V606numeric69 unique values
0 missing
V607numeric6 unique values
0 missing
V608numeric65 unique values
0 missing
V609numeric114 unique values
0 missing
V610numeric59 unique values
0 missing
V611numeric37 unique values
0 missing
V612numeric52 unique values
0 missing
V613numeric48 unique values
0 missing
V614numeric52 unique values
0 missing
V615numeric12 unique values
0 missing
V616numeric41 unique values
0 missing
V617numeric24 unique values
0 missing
V618numeric41 unique values
0 missing
V619numeric91 unique values
0 missing
V620numeric5 unique values
0 missing
V621numeric19 unique values
0 missing
V622numeric27 unique values
0 missing
V623numeric103 unique values
0 missing
V624numeric23 unique values
0 missing
V625numeric26 unique values
0 missing
V626numeric31 unique values
0 missing
V627numeric63 unique values
0 missing
V628numeric50 unique values
0 missing
V629numeric69 unique values
0 missing
V630numeric58 unique values
0 missing
V631numeric102 unique values
0 missing
V632numeric103 unique values
0 missing
V633numeric52 unique values
0 missing
V634numeric47 unique values
0 missing
V635numeric55 unique values
0 missing
V636numeric28 unique values
0 missing
V637numeric26 unique values
0 missing
V638numeric13 unique values
0 missing
V639numeric114 unique values
0 missing
V640numeric74 unique values
0 missing
V641numeric81 unique values
0 missing
V642numeric32 unique values
0 missing
V643numeric58 unique values
0 missing
V644numeric55 unique values
0 missing
V645numeric20 unique values
0 missing
V646numeric30 unique values
0 missing
V647numeric44 unique values
0 missing
V648numeric24 unique values
0 missing
V649numeric74 unique values
0 missing
V650numeric10 unique values
0 missing
V651numeric32 unique values
0 missing
V652numeric54 unique values
0 missing
V653numeric21 unique values
0 missing
V654numeric123 unique values
0 missing
V655numeric7 unique values
0 missing
V656numeric13 unique values
0 missing
V657numeric33 unique values
0 missing
V658numeric62 unique values
0 missing
V659numeric8 unique values
0 missing
V660numeric75 unique values
0 missing
V661numeric29 unique values
0 missing
V662numeric24 unique values
0 missing
V663numeric43 unique values
0 missing
V664numeric107 unique values
0 missing
V665numeric18 unique values
0 missing
V666numeric39 unique values
0 missing
V667numeric55 unique values
0 missing
V668numeric3 unique values
0 missing
V669numeric84 unique values
0 missing
V670numeric32 unique values
0 missing
V671numeric54 unique values
0 missing
V672numeric63 unique values
0 missing
V673numeric5 unique values
0 missing
V674numeric17 unique values
0 missing
V675numeric34 unique values
0 missing
V676numeric56 unique values
0 missing
V677numeric68 unique values
0 missing
V678numeric50 unique values
0 missing
V679numeric57 unique values
0 missing
V680numeric49 unique values
0 missing
V681numeric125 unique values
0 missing
V682numeric43 unique values
0 missing
V683numeric26 unique values
0 missing
V684numeric35 unique values
0 missing
V685numeric120 unique values
0 missing
V686numeric10 unique values
0 missing
V687numeric52 unique values
0 missing
V688numeric24 unique values
0 missing
V689numeric67 unique values
0 missing
V690numeric18 unique values
0 missing
V691numeric7 unique values
0 missing
V692numeric23 unique values
0 missing
V693numeric58 unique values
0 missing
V694numeric81 unique values
0 missing
V695numeric103 unique values
0 missing
V696numeric20 unique values
0 missing
V697numeric83 unique values
0 missing
V698numeric59 unique values
0 missing
V699numeric63 unique values
0 missing
V700numeric52 unique values
0 missing
V701numeric40 unique values
0 missing
V702numeric29 unique values
0 missing
V703numeric29 unique values
0 missing
V704numeric26 unique values
0 missing
V705numeric30 unique values
0 missing
V706numeric22 unique values
0 missing
V707numeric18 unique values
0 missing
V708numeric17 unique values
0 missing
V709numeric101 unique values
0 missing
V710numeric33 unique values
0 missing
V711numeric39 unique values
0 missing
V712numeric42 unique values
0 missing
V713numeric2 unique values
0 missing
V714numeric25 unique values
0 missing
V715numeric31 unique values
0 missing
V716numeric28 unique values
0 missing
V717numeric69 unique values
0 missing
V718numeric20 unique values
0 missing
V719numeric11 unique values
0 missing
V720numeric14 unique values
0 missing
V721numeric47 unique values
0 missing
V722numeric13 unique values
0 missing
V723numeric61 unique values
0 missing
V724numeric28 unique values
0 missing
V725numeric63 unique values
0 missing
V726numeric137 unique values
0 missing
V727numeric15 unique values
0 missing
V728numeric10 unique values
0 missing
V729numeric61 unique values
0 missing
V730numeric91 unique values
0 missing
V731numeric17 unique values
0 missing
V732numeric18 unique values
0 missing
V733numeric59 unique values
0 missing
V734numeric103 unique values
0 missing
V735numeric18 unique values
0 missing
V736numeric41 unique values
0 missing
V737numeric4 unique values
0 missing
V738numeric41 unique values
0 missing
V739numeric7 unique values
0 missing
V740numeric7 unique values
0 missing
V741numeric44 unique values
0 missing
V742numeric72 unique values
0 missing
V743numeric107 unique values
0 missing
V744numeric64 unique values
0 missing
V745numeric73 unique values
0 missing
V746numeric36 unique values
0 missing
V747numeric62 unique values
0 missing
V748numeric125 unique values
0 missing
V749numeric57 unique values
0 missing
V750numeric78 unique values
0 missing
V751numeric2 unique values
0 missing
V752numeric109 unique values
0 missing
V753numeric49 unique values
0 missing
V754numeric13 unique values
0 missing
V755numeric2 unique values
0 missing
V756numeric120 unique values
0 missing
V757numeric40 unique values
0 missing
V758numeric35 unique values
0 missing
V759numeric5 unique values
0 missing
V760numeric26 unique values
0 missing
V761numeric59 unique values
0 missing
V762numeric20 unique values
0 missing
V763numeric83 unique values
0 missing
V764numeric56 unique values
0 missing
V765numeric27 unique values
0 missing
V766numeric15 unique values
0 missing
V767numeric66 unique values
0 missing
V768numeric16 unique values
0 missing
V769numeric114 unique values
0 missing
V770numeric105 unique values
0 missing
V771numeric76 unique values
0 missing
V772numeric2 unique values
0 missing
V773numeric33 unique values
0 missing
V774numeric19 unique values
0 missing
V775numeric56 unique values
0 missing
V776numeric34 unique values
0 missing
V777numeric97 unique values
0 missing
V778numeric96 unique values
0 missing
V779numeric129 unique values
0 missing
V780numeric86 unique values
0 missing
V781numeric80 unique values
0 missing
V782numeric32 unique values
0 missing
V783numeric52 unique values
0 missing
V784numeric14 unique values
0 missing
V785numeric2 unique values
0 missing
V786numeric25 unique values
0 missing
V787numeric55 unique values
0 missing
V788numeric45 unique values
0 missing
V789numeric8 unique values
0 missing
V790numeric52 unique values
0 missing
V791numeric92 unique values
0 missing
V792numeric54 unique values
0 missing
V793numeric138 unique values
0 missing
V794numeric19 unique values
0 missing
V795numeric83 unique values
0 missing
V796numeric32 unique values
0 missing
V797numeric33 unique values
0 missing
V798numeric3 unique values
0 missing
V799numeric76 unique values
0 missing
V800numeric31 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
8237
Number of instances (rows) of the dataset.
NumberOfFeatures
801
Number of attributes (columns) of the dataset.
NumberOfClasses
7
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
800
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.88
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.12
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
154.78
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
0
Standard deviation of the number of distinct values among attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
12
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.04
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
224.4
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
14.37
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.06
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
360.4
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
0.01
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
18.29
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.07
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.17
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
0.01
Mean of means among attributes of the numeric type.
ClassEntropy
2.7
Entropy of the target attribute values.
Dimensionality
0.1
Number of attributes divided by the number of instances.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
23.39
Percentage of instances belonging to the most frequent class.
MajorityClassSize
1927
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
8237
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
0.02
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
7
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
90.76
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
0.11
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
415.56
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
7
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
16.98
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
0.06
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
45.63
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
0
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
7
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
6.22
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
6.09
Percentage of instances belonging to the least frequent class.
MinorityClassSize
502
Number of instances belonging to the least frequent class.
Show all 62 properties

19 tasks

Supervised Classification on fabert
4 runs - estimation_procedure: 33% Holdout set - target_feature: class
Supervised Classification on fabert
3 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: class
Supervised Classification on fabert
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - target_feature: class
Supervised Classification on fabert
0 runs - estimation_procedure: 20% Holdout (Ordered) - target_feature: class
Supervised Classification on fabert
0 runs - estimation_procedure: 4-fold Crossvalidation - target_feature: class
Learning Curve on fabert
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Learning Curve on fabert
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Learning Curve on fabert
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Learning Curve on fabert
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Supervised Data Stream Classification on fabert
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: class
Clustering on fabert
0 runs - estimation_procedure: 50 times Clustering
Clustering on fabert
0 runs - estimation_procedure: 50 times Clustering
Clustering on fabert
0 runs - estimation_procedure: 50 times Clustering
Clustering on fabert
0 runs - estimation_procedure: 50 times Clustering
Clustering on fabert
0 runs - estimation_procedure: 50 times Clustering
Clustering on fabert
0 runs - estimation_procedure: 50 times Clustering
Clustering on fabert
0 runs - estimation_procedure: 50 times Clustering
Clustering on fabert
0 runs - estimation_procedure: 50 times Clustering
Clustering on fabert
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: