Data
gina_agnostic

gina_agnostic

active ARFF Publicly available Visibility: public Uploaded 06-10-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
  • study_14 study_1 study_284 study_189 study_163 study_366 study_106 study_101 study_114 study_429 study_122 study_170 study_781
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Author: Source: Unknown - Date unknown Please cite: Datasets from the Agnostic Learning vs. Prior Knowledge Challenge (http://www.agnostic.inf.ethz.ch) Dataset from: http://www.agnostic.inf.ethz.ch/datasets.php Modified by TunedIT (converted to ARFF format) GINA is digit recognition database The task of GINA is handwritten digit recognition. For the "agnostic learning track" we chose the problem of separating two-digit odd numbers from two-digit even numbers. Only the unit digit is informative for that task, therefore at least 1/2 of the features are distracters. Additionally, the pixels that are almost always blank were removed and the pixel order was randomized to hide the feature identity. This is a two class classification problem with sparse continuous input variables, in which each class is composed of several clusters. It is a problem with heterogeneous classes. Data type: non-sparse Number of features: 970 Number of examples and check-sums: Pos_ex Neg_ex Tot_ex Check_sum Train 1550 1603 3153 164947945.00 Valid 155 160 315 16688946.00 This dataset contains samples from both training and validation datasets.

971 features

label (target)nominal2 unique values
0 missing
attr0numeric131 unique values
0 missing
attr1numeric238 unique values
0 missing
attr2numeric253 unique values
0 missing
attr3numeric214 unique values
0 missing
attr4numeric248 unique values
0 missing
attr5numeric210 unique values
0 missing
attr6numeric180 unique values
0 missing
attr7numeric244 unique values
0 missing
attr8numeric251 unique values
0 missing
attr9numeric183 unique values
0 missing
attr10numeric35 unique values
0 missing
attr11numeric249 unique values
0 missing
attr12numeric94 unique values
0 missing
attr13numeric68 unique values
0 missing
attr14numeric248 unique values
0 missing
attr15numeric252 unique values
0 missing
attr16numeric218 unique values
0 missing
attr17numeric248 unique values
0 missing
attr18numeric249 unique values
0 missing
attr19numeric251 unique values
0 missing
attr20numeric48 unique values
0 missing
attr21numeric248 unique values
0 missing
attr22numeric251 unique values
0 missing
attr23numeric155 unique values
0 missing
attr24numeric212 unique values
0 missing
attr25numeric223 unique values
0 missing
attr26numeric164 unique values
0 missing
attr27numeric242 unique values
0 missing
attr28numeric187 unique values
0 missing
attr29numeric243 unique values
0 missing
attr30numeric196 unique values
0 missing
attr31numeric161 unique values
0 missing
attr32numeric141 unique values
0 missing
attr33numeric212 unique values
0 missing
attr34numeric252 unique values
0 missing
attr35numeric87 unique values
0 missing
attr36numeric217 unique values
0 missing
attr37numeric250 unique values
0 missing
attr38numeric242 unique values
0 missing
attr39numeric150 unique values
0 missing
attr40numeric245 unique values
0 missing
attr41numeric248 unique values
0 missing
attr42numeric249 unique values
0 missing
attr43numeric245 unique values
0 missing
attr44numeric242 unique values
0 missing
attr45numeric240 unique values
0 missing
attr46numeric251 unique values
0 missing
attr47numeric231 unique values
0 missing
attr48numeric156 unique values
0 missing
attr49numeric115 unique values
0 missing
attr50numeric242 unique values
0 missing
attr51numeric242 unique values
0 missing
attr52numeric193 unique values
0 missing
attr53numeric249 unique values
0 missing
attr54numeric210 unique values
0 missing
attr55numeric126 unique values
0 missing
attr56numeric248 unique values
0 missing
attr57numeric146 unique values
0 missing
attr58numeric250 unique values
0 missing
attr59numeric255 unique values
0 missing
attr60numeric36 unique values
0 missing
attr61numeric68 unique values
0 missing
attr62numeric244 unique values
0 missing
attr63numeric218 unique values
0 missing
attr64numeric84 unique values
0 missing
attr65numeric253 unique values
0 missing
attr66numeric246 unique values
0 missing
attr67numeric85 unique values
0 missing
attr68numeric30 unique values
0 missing
attr69numeric135 unique values
0 missing
attr70numeric230 unique values
0 missing
attr71numeric249 unique values
0 missing
attr72numeric250 unique values
0 missing
attr73numeric167 unique values
0 missing
attr74numeric64 unique values
0 missing
attr75numeric146 unique values
0 missing
attr76numeric245 unique values
0 missing
attr77numeric149 unique values
0 missing
attr78numeric252 unique values
0 missing
attr79numeric248 unique values
0 missing
attr80numeric249 unique values
0 missing
attr81numeric252 unique values
0 missing
attr82numeric231 unique values
0 missing
attr83numeric248 unique values
0 missing
attr84numeric71 unique values
0 missing
attr85numeric83 unique values
0 missing
attr86numeric207 unique values
0 missing
attr87numeric84 unique values
0 missing
attr88numeric220 unique values
0 missing
attr89numeric251 unique values
0 missing
attr90numeric246 unique values
0 missing
attr91numeric249 unique values
0 missing
attr92numeric242 unique values
0 missing
attr93numeric174 unique values
0 missing
attr94numeric248 unique values
0 missing
attr95numeric129 unique values
0 missing
attr96numeric43 unique values
0 missing
attr97numeric249 unique values
0 missing
attr98numeric225 unique values
0 missing
attr99numeric253 unique values
0 missing
attr100numeric75 unique values
0 missing
attr101numeric159 unique values
0 missing
attr102numeric253 unique values
0 missing
attr103numeric254 unique values
0 missing
attr104numeric221 unique values
0 missing
attr105numeric165 unique values
0 missing
attr106numeric235 unique values
0 missing
attr107numeric209 unique values
0 missing
attr108numeric227 unique values
0 missing
attr109numeric251 unique values
0 missing
attr110numeric243 unique values
0 missing
attr111numeric59 unique values
0 missing
attr112numeric253 unique values
0 missing
attr113numeric251 unique values
0 missing
attr114numeric253 unique values
0 missing
attr115numeric249 unique values
0 missing
attr116numeric248 unique values
0 missing
attr117numeric67 unique values
0 missing
attr118numeric129 unique values
0 missing
attr119numeric54 unique values
0 missing
attr120numeric251 unique values
0 missing
attr121numeric136 unique values
0 missing
attr122numeric193 unique values
0 missing
attr123numeric209 unique values
0 missing
attr124numeric67 unique values
0 missing
attr125numeric222 unique values
0 missing
attr126numeric253 unique values
0 missing
attr127numeric223 unique values
0 missing
attr128numeric250 unique values
0 missing
attr129numeric215 unique values
0 missing
attr130numeric108 unique values
0 missing
attr131numeric193 unique values
0 missing
attr132numeric187 unique values
0 missing
attr133numeric111 unique values
0 missing
attr134numeric243 unique values
0 missing
attr135numeric174 unique values
0 missing
attr136numeric252 unique values
0 missing
attr137numeric251 unique values
0 missing
attr138numeric250 unique values
0 missing
attr139numeric253 unique values
0 missing
attr140numeric78 unique values
0 missing
attr141numeric230 unique values
0 missing
attr142numeric246 unique values
0 missing
attr143numeric249 unique values
0 missing
attr144numeric244 unique values
0 missing
attr145numeric218 unique values
0 missing
attr146numeric107 unique values
0 missing
attr147numeric196 unique values
0 missing
attr148numeric255 unique values
0 missing
attr149numeric251 unique values
0 missing
attr150numeric51 unique values
0 missing
attr151numeric209 unique values
0 missing
attr152numeric40 unique values
0 missing
attr153numeric239 unique values
0 missing
attr154numeric252 unique values
0 missing
attr155numeric216 unique values
0 missing
attr156numeric185 unique values
0 missing
attr157numeric177 unique values
0 missing
attr158numeric254 unique values
0 missing
attr159numeric102 unique values
0 missing
attr160numeric246 unique values
0 missing
attr161numeric246 unique values
0 missing
attr162numeric250 unique values
0 missing
attr163numeric247 unique values
0 missing
attr164numeric252 unique values
0 missing
attr165numeric112 unique values
0 missing
attr166numeric93 unique values
0 missing
attr167numeric235 unique values
0 missing
attr168numeric219 unique values
0 missing
attr169numeric239 unique values
0 missing
attr170numeric71 unique values
0 missing
attr171numeric47 unique values
0 missing
attr172numeric248 unique values
0 missing
attr173numeric246 unique values
0 missing
attr174numeric251 unique values
0 missing
attr175numeric83 unique values
0 missing
attr176numeric245 unique values
0 missing
attr177numeric248 unique values
0 missing
attr178numeric248 unique values
0 missing
attr179numeric229 unique values
0 missing
attr180numeric245 unique values
0 missing
attr181numeric227 unique values
0 missing
attr182numeric250 unique values
0 missing
attr183numeric224 unique values
0 missing
attr184numeric251 unique values
0 missing
attr185numeric31 unique values
0 missing
attr186numeric232 unique values
0 missing
attr187numeric224 unique values
0 missing
attr188numeric250 unique values
0 missing
attr189numeric240 unique values
0 missing
attr190numeric69 unique values
0 missing
attr191numeric63 unique values
0 missing
attr192numeric248 unique values
0 missing
attr193numeric250 unique values
0 missing
attr194numeric247 unique values
0 missing
attr195numeric254 unique values
0 missing
attr196numeric158 unique values
0 missing
attr197numeric93 unique values
0 missing
attr198numeric217 unique values
0 missing
attr199numeric224 unique values
0 missing
attr200numeric250 unique values
0 missing
attr201numeric222 unique values
0 missing
attr202numeric241 unique values
0 missing
attr203numeric246 unique values
0 missing
attr204numeric147 unique values
0 missing
attr205numeric238 unique values
0 missing
attr206numeric43 unique values
0 missing
attr207numeric245 unique values
0 missing
attr208numeric242 unique values
0 missing
attr209numeric247 unique values
0 missing
attr210numeric240 unique values
0 missing
attr211numeric246 unique values
0 missing
attr212numeric249 unique values
0 missing
attr213numeric248 unique values
0 missing
attr214numeric234 unique values
0 missing
attr215numeric48 unique values
0 missing
attr216numeric76 unique values
0 missing
attr217numeric96 unique values
0 missing
attr218numeric228 unique values
0 missing
attr219numeric32 unique values
0 missing
attr220numeric253 unique values
0 missing
attr221numeric146 unique values
0 missing
attr222numeric244 unique values
0 missing
attr223numeric39 unique values
0 missing
attr224numeric225 unique values
0 missing
attr225numeric226 unique values
0 missing
attr226numeric252 unique values
0 missing
attr227numeric199 unique values
0 missing
attr228numeric217 unique values
0 missing
attr229numeric59 unique values
0 missing
attr230numeric90 unique values
0 missing
attr231numeric76 unique values
0 missing
attr232numeric246 unique values
0 missing
attr233numeric245 unique values
0 missing
attr234numeric214 unique values
0 missing
attr235numeric242 unique values
0 missing
attr236numeric239 unique values
0 missing
attr237numeric230 unique values
0 missing
attr238numeric169 unique values
0 missing
attr239numeric254 unique values
0 missing
attr240numeric154 unique values
0 missing
attr241numeric251 unique values
0 missing
attr242numeric252 unique values
0 missing
attr243numeric236 unique values
0 missing
attr244numeric69 unique values
0 missing
attr245numeric173 unique values
0 missing
attr246numeric176 unique values
0 missing
attr247numeric96 unique values
0 missing
attr248numeric253 unique values
0 missing
attr249numeric249 unique values
0 missing
attr250numeric160 unique values
0 missing
attr251numeric256 unique values
0 missing
attr252numeric234 unique values
0 missing
attr253numeric34 unique values
0 missing
attr254numeric223 unique values
0 missing
attr255numeric243 unique values
0 missing
attr256numeric249 unique values
0 missing
attr257numeric197 unique values
0 missing
attr258numeric240 unique values
0 missing
attr259numeric254 unique values
0 missing
attr260numeric250 unique values
0 missing
attr261numeric216 unique values
0 missing
attr262numeric142 unique values
0 missing
attr263numeric252 unique values
0 missing
attr264numeric249 unique values
0 missing
attr265numeric156 unique values
0 missing
attr266numeric205 unique values
0 missing
attr267numeric250 unique values
0 missing
attr268numeric247 unique values
0 missing
attr269numeric60 unique values
0 missing
attr270numeric162 unique values
0 missing
attr271numeric248 unique values
0 missing
attr272numeric80 unique values
0 missing
attr273numeric216 unique values
0 missing
attr274numeric254 unique values
0 missing
attr275numeric180 unique values
0 missing
attr276numeric249 unique values
0 missing
attr277numeric33 unique values
0 missing
attr278numeric124 unique values
0 missing
attr279numeric249 unique values
0 missing
attr280numeric251 unique values
0 missing
attr281numeric91 unique values
0 missing
attr282numeric232 unique values
0 missing
attr283numeric252 unique values
0 missing
attr284numeric164 unique values
0 missing
attr285numeric241 unique values
0 missing
attr286numeric135 unique values
0 missing
attr287numeric254 unique values
0 missing
attr288numeric254 unique values
0 missing
attr289numeric194 unique values
0 missing
attr290numeric54 unique values
0 missing
attr291numeric249 unique values
0 missing
attr292numeric252 unique values
0 missing
attr293numeric240 unique values
0 missing
attr294numeric238 unique values
0 missing
attr295numeric168 unique values
0 missing
attr296numeric248 unique values
0 missing
attr297numeric128 unique values
0 missing
attr298numeric198 unique values
0 missing
attr299numeric252 unique values
0 missing
attr300numeric253 unique values
0 missing
attr301numeric242 unique values
0 missing
attr302numeric193 unique values
0 missing
attr303numeric251 unique values
0 missing
attr304numeric100 unique values
0 missing
attr305numeric216 unique values
0 missing
attr306numeric240 unique values
0 missing
attr307numeric89 unique values
0 missing
attr308numeric194 unique values
0 missing
attr309numeric150 unique values
0 missing
attr310numeric112 unique values
0 missing
attr311numeric38 unique values
0 missing
attr312numeric43 unique values
0 missing
attr313numeric126 unique values
0 missing
attr314numeric248 unique values
0 missing
attr315numeric84 unique values
0 missing
attr316numeric154 unique values
0 missing
attr317numeric225 unique values
0 missing
attr318numeric252 unique values
0 missing
attr319numeric250 unique values
0 missing
attr320numeric181 unique values
0 missing
attr321numeric136 unique values
0 missing
attr322numeric250 unique values
0 missing
attr323numeric243 unique values
0 missing
attr324numeric251 unique values
0 missing
attr325numeric106 unique values
0 missing
attr326numeric172 unique values
0 missing
attr327numeric251 unique values
0 missing
attr328numeric165 unique values
0 missing
attr329numeric131 unique values
0 missing
attr330numeric245 unique values
0 missing
attr331numeric237 unique values
0 missing
attr332numeric61 unique values
0 missing
attr333numeric138 unique values
0 missing
attr334numeric250 unique values
0 missing
attr335numeric169 unique values
0 missing
attr336numeric191 unique values
0 missing
attr337numeric184 unique values
0 missing
attr338numeric102 unique values
0 missing
attr339numeric70 unique values
0 missing
attr340numeric108 unique values
0 missing
attr341numeric51 unique values
0 missing
attr342numeric250 unique values
0 missing
attr343numeric249 unique values
0 missing
attr344numeric64 unique values
0 missing
attr345numeric255 unique values
0 missing
attr346numeric253 unique values
0 missing
attr347numeric192 unique values
0 missing
attr348numeric191 unique values
0 missing
attr349numeric185 unique values
0 missing
attr350numeric252 unique values
0 missing
attr351numeric58 unique values
0 missing
attr352numeric248 unique values
0 missing
attr353numeric167 unique values
0 missing
attr354numeric156 unique values
0 missing
attr355numeric250 unique values
0 missing
attr356numeric81 unique values
0 missing
attr357numeric234 unique values
0 missing
attr358numeric253 unique values
0 missing
attr359numeric252 unique values
0 missing
attr360numeric249 unique values
0 missing
attr361numeric251 unique values
0 missing
attr362numeric49 unique values
0 missing
attr363numeric239 unique values
0 missing
attr364numeric251 unique values
0 missing
attr365numeric181 unique values
0 missing
attr366numeric251 unique values
0 missing
attr367numeric200 unique values
0 missing
attr368numeric251 unique values
0 missing
attr369numeric52 unique values
0 missing
attr370numeric72 unique values
0 missing
attr371numeric55 unique values
0 missing
attr372numeric250 unique values
0 missing
attr373numeric254 unique values
0 missing
attr374numeric256 unique values
0 missing
attr375numeric247 unique values
0 missing
attr376numeric236 unique values
0 missing
attr377numeric250 unique values
0 missing
attr378numeric251 unique values
0 missing
attr379numeric224 unique values
0 missing
attr380numeric252 unique values
0 missing
attr381numeric248 unique values
0 missing
attr382numeric148 unique values
0 missing
attr383numeric249 unique values
0 missing
attr384numeric226 unique values
0 missing
attr385numeric61 unique values
0 missing
attr386numeric255 unique values
0 missing
attr387numeric100 unique values
0 missing
attr388numeric241 unique values
0 missing
attr389numeric251 unique values
0 missing
attr390numeric73 unique values
0 missing
attr391numeric222 unique values
0 missing
attr392numeric251 unique values
0 missing
attr393numeric249 unique values
0 missing
attr394numeric249 unique values
0 missing
attr395numeric97 unique values
0 missing
attr396numeric250 unique values
0 missing
attr397numeric240 unique values
0 missing
attr398numeric242 unique values
0 missing
attr399numeric244 unique values
0 missing
attr400numeric204 unique values
0 missing
attr401numeric247 unique values
0 missing
attr402numeric202 unique values
0 missing
attr403numeric215 unique values
0 missing
attr404numeric240 unique values
0 missing
attr405numeric246 unique values
0 missing
attr406numeric236 unique values
0 missing
attr407numeric33 unique values
0 missing
attr408numeric29 unique values
0 missing
attr409numeric238 unique values
0 missing
attr410numeric167 unique values
0 missing
attr411numeric119 unique values
0 missing
attr412numeric228 unique values
0 missing
attr413numeric59 unique values
0 missing
attr414numeric254 unique values
0 missing
attr415numeric199 unique values
0 missing
attr416numeric251 unique values
0 missing
attr417numeric244 unique values
0 missing
attr418numeric227 unique values
0 missing
attr419numeric211 unique values
0 missing
attr420numeric245 unique values
0 missing
attr421numeric47 unique values
0 missing
attr422numeric147 unique values
0 missing
attr423numeric247 unique values
0 missing
attr424numeric252 unique values
0 missing
attr425numeric254 unique values
0 missing
attr426numeric253 unique values
0 missing
attr427numeric247 unique values
0 missing
attr428numeric109 unique values
0 missing
attr429numeric115 unique values
0 missing
attr430numeric235 unique values
0 missing
attr431numeric192 unique values
0 missing
attr432numeric249 unique values
0 missing
attr433numeric237 unique values
0 missing
attr434numeric201 unique values
0 missing
attr435numeric138 unique values
0 missing
attr436numeric248 unique values
0 missing
attr437numeric138 unique values
0 missing
attr438numeric250 unique values
0 missing
attr439numeric238 unique values
0 missing
attr440numeric244 unique values
0 missing
attr441numeric107 unique values
0 missing
attr442numeric230 unique values
0 missing
attr443numeric242 unique values
0 missing
attr444numeric65 unique values
0 missing
attr445numeric104 unique values
0 missing
attr446numeric251 unique values
0 missing
attr447numeric256 unique values
0 missing
attr448numeric198 unique values
0 missing
attr449numeric104 unique values
0 missing
attr450numeric54 unique values
0 missing
attr451numeric245 unique values
0 missing
attr452numeric246 unique values
0 missing
attr453numeric230 unique values
0 missing
attr454numeric252 unique values
0 missing
attr455numeric95 unique values
0 missing
attr456numeric212 unique values
0 missing
attr457numeric162 unique values
0 missing
attr458numeric45 unique values
0 missing
attr459numeric254 unique values
0 missing
attr460numeric233 unique values
0 missing
attr461numeric222 unique values
0 missing
attr462numeric255 unique values
0 missing
attr463numeric246 unique values
0 missing
attr464numeric192 unique values
0 missing
attr465numeric222 unique values
0 missing
attr466numeric221 unique values
0 missing
attr467numeric247 unique values
0 missing
attr468numeric225 unique values
0 missing
attr469numeric121 unique values
0 missing
attr470numeric251 unique values
0 missing
attr471numeric96 unique values
0 missing
attr472numeric91 unique values
0 missing
attr473numeric229 unique values
0 missing
attr474numeric218 unique values
0 missing
attr475numeric143 unique values
0 missing
attr476numeric152 unique values
0 missing
attr477numeric227 unique values
0 missing
attr478numeric247 unique values
0 missing
attr479numeric231 unique values
0 missing
attr480numeric164 unique values
0 missing
attr481numeric244 unique values
0 missing
attr482numeric240 unique values
0 missing
attr483numeric65 unique values
0 missing
attr484numeric174 unique values
0 missing
attr485numeric59 unique values
0 missing
attr486numeric253 unique values
0 missing
attr487numeric251 unique values
0 missing
attr488numeric221 unique values
0 missing
attr489numeric253 unique values
0 missing
attr490numeric249 unique values
0 missing
attr491numeric161 unique values
0 missing
attr492numeric89 unique values
0 missing
attr493numeric249 unique values
0 missing
attr494numeric142 unique values
0 missing
attr495numeric61 unique values
0 missing
attr496numeric216 unique values
0 missing
attr497numeric250 unique values
0 missing
attr498numeric248 unique values
0 missing
attr499numeric249 unique values
0 missing
attr500numeric235 unique values
0 missing
attr501numeric230 unique values
0 missing
attr502numeric246 unique values
0 missing
attr503numeric192 unique values
0 missing
attr504numeric239 unique values
0 missing
attr505numeric166 unique values
0 missing
attr506numeric221 unique values
0 missing
attr507numeric231 unique values
0 missing
attr508numeric93 unique values
0 missing
attr509numeric201 unique values
0 missing
attr510numeric252 unique values
0 missing
attr511numeric245 unique values
0 missing
attr512numeric62 unique values
0 missing
attr513numeric249 unique values
0 missing
attr514numeric155 unique values
0 missing
attr515numeric243 unique values
0 missing
attr516numeric229 unique values
0 missing
attr517numeric249 unique values
0 missing
attr518numeric251 unique values
0 missing
attr519numeric71 unique values
0 missing
attr520numeric247 unique values
0 missing
attr521numeric250 unique values
0 missing
attr522numeric243 unique values
0 missing
attr523numeric247 unique values
0 missing
attr524numeric97 unique values
0 missing
attr525numeric61 unique values
0 missing
attr526numeric250 unique values
0 missing
attr527numeric160 unique values
0 missing
attr528numeric59 unique values
0 missing
attr529numeric49 unique values
0 missing
attr530numeric230 unique values
0 missing
attr531numeric106 unique values
0 missing
attr532numeric162 unique values
0 missing
attr533numeric233 unique values
0 missing
attr534numeric186 unique values
0 missing
attr535numeric246 unique values
0 missing
attr536numeric46 unique values
0 missing
attr537numeric158 unique values
0 missing
attr538numeric166 unique values
0 missing
attr539numeric66 unique values
0 missing
attr540numeric104 unique values
0 missing
attr541numeric224 unique values
0 missing
attr542numeric143 unique values
0 missing
attr543numeric42 unique values
0 missing
attr544numeric249 unique values
0 missing
attr545numeric85 unique values
0 missing
attr546numeric242 unique values
0 missing
attr547numeric251 unique values
0 missing
attr548numeric233 unique values
0 missing
attr549numeric250 unique values
0 missing
attr550numeric251 unique values
0 missing
attr551numeric56 unique values
0 missing
attr552numeric114 unique values
0 missing
attr553numeric232 unique values
0 missing
attr554numeric252 unique values
0 missing
attr555numeric123 unique values
0 missing
attr556numeric251 unique values
0 missing
attr557numeric119 unique values
0 missing
attr558numeric237 unique values
0 missing
attr559numeric80 unique values
0 missing
attr560numeric210 unique values
0 missing
attr561numeric58 unique values
0 missing
attr562numeric248 unique values
0 missing
attr563numeric245 unique values
0 missing
attr564numeric232 unique values
0 missing
attr565numeric227 unique values
0 missing
attr566numeric227 unique values
0 missing
attr567numeric33 unique values
0 missing
attr568numeric250 unique values
0 missing
attr569numeric152 unique values
0 missing
attr570numeric253 unique values
0 missing
attr571numeric140 unique values
0 missing
attr572numeric245 unique values
0 missing
attr573numeric221 unique values
0 missing
attr574numeric193 unique values
0 missing
attr575numeric67 unique values
0 missing
attr576numeric253 unique values
0 missing
attr577numeric169 unique values
0 missing
attr578numeric253 unique values
0 missing
attr579numeric245 unique values
0 missing
attr580numeric250 unique values
0 missing
attr581numeric255 unique values
0 missing
attr582numeric35 unique values
0 missing
attr583numeric235 unique values
0 missing
attr584numeric111 unique values
0 missing
attr585numeric182 unique values
0 missing
attr586numeric117 unique values
0 missing
attr587numeric252 unique values
0 missing
attr588numeric58 unique values
0 missing
attr589numeric241 unique values
0 missing
attr590numeric237 unique values
0 missing
attr591numeric248 unique values
0 missing
attr592numeric251 unique values
0 missing
attr593numeric52 unique values
0 missing
attr594numeric234 unique values
0 missing
attr595numeric242 unique values
0 missing
attr596numeric220 unique values
0 missing
attr597numeric193 unique values
0 missing
attr598numeric167 unique values
0 missing
attr599numeric32 unique values
0 missing
attr600numeric123 unique values
0 missing
attr601numeric246 unique values
0 missing
attr602numeric232 unique values
0 missing
attr603numeric210 unique values
0 missing
attr604numeric86 unique values
0 missing
attr605numeric248 unique values
0 missing
attr606numeric252 unique values
0 missing
attr607numeric184 unique values
0 missing
attr608numeric123 unique values
0 missing
attr609numeric207 unique values
0 missing
attr610numeric103 unique values
0 missing
attr611numeric252 unique values
0 missing
attr612numeric225 unique values
0 missing
attr613numeric227 unique values
0 missing
attr614numeric240 unique values
0 missing
attr615numeric251 unique values
0 missing
attr616numeric58 unique values
0 missing
attr617numeric251 unique values
0 missing
attr618numeric163 unique values
0 missing
attr619numeric252 unique values
0 missing
attr620numeric238 unique values
0 missing
attr621numeric254 unique values
0 missing
attr622numeric254 unique values
0 missing
attr623numeric252 unique values
0 missing
attr624numeric97 unique values
0 missing
attr625numeric251 unique values
0 missing
attr626numeric58 unique values
0 missing
attr627numeric124 unique values
0 missing
attr628numeric245 unique values
0 missing
attr629numeric248 unique values
0 missing
attr630numeric58 unique values
0 missing
attr631numeric218 unique values
0 missing
attr632numeric248 unique values
0 missing
attr633numeric254 unique values
0 missing
attr634numeric238 unique values
0 missing
attr635numeric102 unique values
0 missing
attr636numeric167 unique values
0 missing
attr637numeric247 unique values
0 missing
attr638numeric117 unique values
0 missing
attr639numeric34 unique values
0 missing
attr640numeric248 unique values
0 missing
attr641numeric234 unique values
0 missing
attr642numeric245 unique values
0 missing
attr643numeric253 unique values
0 missing
attr644numeric85 unique values
0 missing
attr645numeric251 unique values
0 missing
attr646numeric249 unique values
0 missing
attr647numeric249 unique values
0 missing
attr648numeric126 unique values
0 missing
attr649numeric251 unique values
0 missing
attr650numeric120 unique values
0 missing
attr651numeric164 unique values
0 missing
attr652numeric207 unique values
0 missing
attr653numeric182 unique values
0 missing
attr654numeric198 unique values
0 missing
attr655numeric48 unique values
0 missing
attr656numeric245 unique values
0 missing
attr657numeric246 unique values
0 missing
attr658numeric127 unique values
0 missing
attr659numeric249 unique values
0 missing
attr660numeric31 unique values
0 missing
attr661numeric216 unique values
0 missing
attr662numeric240 unique values
0 missing
attr663numeric251 unique values
0 missing
attr664numeric253 unique values
0 missing
attr665numeric43 unique values
0 missing
attr666numeric196 unique values
0 missing
attr667numeric99 unique values
0 missing
attr668numeric193 unique values
0 missing
attr669numeric171 unique values
0 missing
attr670numeric254 unique values
0 missing
attr671numeric251 unique values
0 missing
attr672numeric253 unique values
0 missing
attr673numeric252 unique values
0 missing
attr674numeric252 unique values
0 missing
attr675numeric251 unique values
0 missing
attr676numeric231 unique values
0 missing
attr677numeric156 unique values
0 missing
attr678numeric251 unique values
0 missing
attr679numeric159 unique values
0 missing
attr680numeric231 unique values
0 missing
attr681numeric53 unique values
0 missing
attr682numeric44 unique values
0 missing
attr683numeric253 unique values
0 missing
attr684numeric244 unique values
0 missing
attr685numeric213 unique values
0 missing
attr686numeric75 unique values
0 missing
attr687numeric252 unique values
0 missing
attr688numeric84 unique values
0 missing
attr689numeric249 unique values
0 missing
attr690numeric247 unique values
0 missing
attr691numeric253 unique values
0 missing
attr692numeric248 unique values
0 missing
attr693numeric194 unique values
0 missing
attr694numeric241 unique values
0 missing
attr695numeric252 unique values
0 missing
attr696numeric49 unique values
0 missing
attr697numeric45 unique values
0 missing
attr698numeric183 unique values
0 missing
attr699numeric248 unique values
0 missing
attr700numeric238 unique values
0 missing
attr701numeric122 unique values
0 missing
attr702numeric220 unique values
0 missing
attr703numeric244 unique values
0 missing
attr704numeric245 unique values
0 missing
attr705numeric240 unique values
0 missing
attr706numeric222 unique values
0 missing
attr707numeric124 unique values
0 missing
attr708numeric252 unique values
0 missing
attr709numeric250 unique values
0 missing
attr710numeric168 unique values
0 missing
attr711numeric225 unique values
0 missing
attr712numeric252 unique values
0 missing
attr713numeric239 unique values
0 missing
attr714numeric251 unique values
0 missing
attr715numeric193 unique values
0 missing
attr716numeric249 unique values
0 missing
attr717numeric248 unique values
0 missing
attr718numeric75 unique values
0 missing
attr719numeric230 unique values
0 missing
attr720numeric252 unique values
0 missing
attr721numeric202 unique values
0 missing
attr722numeric249 unique values
0 missing
attr723numeric250 unique values
0 missing
attr724numeric180 unique values
0 missing
attr725numeric63 unique values
0 missing
attr726numeric226 unique values
0 missing
attr727numeric110 unique values
0 missing
attr728numeric246 unique values
0 missing
attr729numeric251 unique values
0 missing
attr730numeric56 unique values
0 missing
attr731numeric134 unique values
0 missing
attr732numeric253 unique values
0 missing
attr733numeric69 unique values
0 missing
attr734numeric249 unique values
0 missing
attr735numeric185 unique values
0 missing
attr736numeric253 unique values
0 missing
attr737numeric88 unique values
0 missing
attr738numeric34 unique values
0 missing
attr739numeric254 unique values
0 missing
attr740numeric74 unique values
0 missing
attr741numeric248 unique values
0 missing
attr742numeric247 unique values
0 missing
attr743numeric252 unique values
0 missing
attr744numeric44 unique values
0 missing
attr745numeric253 unique values
0 missing
attr746numeric252 unique values
0 missing
attr747numeric68 unique values
0 missing
attr748numeric254 unique values
0 missing
attr749numeric250 unique values
0 missing
attr750numeric254 unique values
0 missing
attr751numeric103 unique values
0 missing
attr752numeric182 unique values
0 missing
attr753numeric238 unique values
0 missing
attr754numeric98 unique values
0 missing
attr755numeric37 unique values
0 missing
attr756numeric89 unique values
0 missing
attr757numeric248 unique values
0 missing
attr758numeric255 unique values
0 missing
attr759numeric197 unique values
0 missing
attr760numeric253 unique values
0 missing
attr761numeric251 unique values
0 missing
attr762numeric113 unique values
0 missing
attr763numeric214 unique values
0 missing
attr764numeric254 unique values
0 missing
attr765numeric248 unique values
0 missing
attr766numeric244 unique values
0 missing
attr767numeric81 unique values
0 missing
attr768numeric167 unique values
0 missing
attr769numeric239 unique values
0 missing
attr770numeric247 unique values
0 missing
attr771numeric249 unique values
0 missing
attr772numeric251 unique values
0 missing
attr773numeric148 unique values
0 missing
attr774numeric60 unique values
0 missing
attr775numeric250 unique values
0 missing
attr776numeric247 unique values
0 missing
attr777numeric242 unique values
0 missing
attr778numeric196 unique values
0 missing
attr779numeric67 unique values
0 missing
attr780numeric147 unique values
0 missing
attr781numeric244 unique values
0 missing
attr782numeric250 unique values
0 missing
attr783numeric40 unique values
0 missing
attr784numeric98 unique values
0 missing
attr785numeric254 unique values
0 missing
attr786numeric225 unique values
0 missing
attr787numeric213 unique values
0 missing
attr788numeric244 unique values
0 missing
attr789numeric134 unique values
0 missing
attr790numeric230 unique values
0 missing
attr791numeric251 unique values
0 missing
attr792numeric203 unique values
0 missing
attr793numeric256 unique values
0 missing
attr794numeric180 unique values
0 missing
attr795numeric256 unique values
0 missing
attr796numeric188 unique values
0 missing
attr797numeric49 unique values
0 missing
attr798numeric164 unique values
0 missing
attr799numeric66 unique values
0 missing
attr800numeric237 unique values
0 missing
attr801numeric220 unique values
0 missing
attr802numeric212 unique values
0 missing
attr803numeric228 unique values
0 missing
attr804numeric88 unique values
0 missing
attr805numeric242 unique values
0 missing
attr806numeric180 unique values
0 missing
attr807numeric109 unique values
0 missing
attr808numeric116 unique values
0 missing
attr809numeric108 unique values
0 missing
attr810numeric247 unique values
0 missing
attr811numeric248 unique values
0 missing
attr812numeric109 unique values
0 missing
attr813numeric254 unique values
0 missing
attr814numeric248 unique values
0 missing
attr815numeric158 unique values
0 missing
attr816numeric141 unique values
0 missing
attr817numeric160 unique values
0 missing
attr818numeric253 unique values
0 missing
attr819numeric254 unique values
0 missing
attr820numeric197 unique values
0 missing
attr821numeric254 unique values
0 missing
attr822numeric156 unique values
0 missing
attr823numeric253 unique values
0 missing
attr824numeric75 unique values
0 missing
attr825numeric256 unique values
0 missing
attr826numeric244 unique values
0 missing
attr827numeric61 unique values
0 missing
attr828numeric206 unique values
0 missing
attr829numeric203 unique values
0 missing
attr830numeric221 unique values
0 missing
attr831numeric246 unique values
0 missing
attr832numeric139 unique values
0 missing
attr833numeric123 unique values
0 missing
attr834numeric94 unique values
0 missing
attr835numeric138 unique values
0 missing
attr836numeric249 unique values
0 missing
attr837numeric197 unique values
0 missing
attr838numeric208 unique values
0 missing
attr839numeric254 unique values
0 missing
attr840numeric195 unique values
0 missing
attr841numeric249 unique values
0 missing
attr842numeric34 unique values
0 missing
attr843numeric35 unique values
0 missing
attr844numeric71 unique values
0 missing
attr845numeric93 unique values
0 missing
attr846numeric111 unique values
0 missing
attr847numeric247 unique values
0 missing
attr848numeric160 unique values
0 missing
attr849numeric251 unique values
0 missing
attr850numeric165 unique values
0 missing
attr851numeric61 unique values
0 missing
attr852numeric236 unique values
0 missing
attr853numeric251 unique values
0 missing
attr854numeric252 unique values
0 missing
attr855numeric72 unique values
0 missing
attr856numeric222 unique values
0 missing
attr857numeric117 unique values
0 missing
attr858numeric252 unique values
0 missing
attr859numeric192 unique values
0 missing
attr860numeric149 unique values
0 missing
attr861numeric248 unique values
0 missing
attr862numeric74 unique values
0 missing
attr863numeric146 unique values
0 missing
attr864numeric250 unique values
0 missing
attr865numeric250 unique values
0 missing
attr866numeric250 unique values
0 missing
attr867numeric225 unique values
0 missing
attr868numeric249 unique values
0 missing
attr869numeric242 unique values
0 missing
attr870numeric248 unique values
0 missing
attr871numeric254 unique values
0 missing
attr872numeric201 unique values
0 missing
attr873numeric251 unique values
0 missing
attr874numeric128 unique values
0 missing
attr875numeric246 unique values
0 missing
attr876numeric231 unique values
0 missing
attr877numeric223 unique values
0 missing
attr878numeric77 unique values
0 missing
attr879numeric244 unique values
0 missing
attr880numeric253 unique values
0 missing
attr881numeric195 unique values
0 missing
attr882numeric167 unique values
0 missing
attr883numeric140 unique values
0 missing
attr884numeric252 unique values
0 missing
attr885numeric225 unique values
0 missing
attr886numeric253 unique values
0 missing
attr887numeric255 unique values
0 missing
attr888numeric95 unique values
0 missing
attr889numeric166 unique values
0 missing
attr890numeric249 unique values
0 missing
attr891numeric249 unique values
0 missing
attr892numeric248 unique values
0 missing
attr893numeric234 unique values
0 missing
attr894numeric134 unique values
0 missing
attr895numeric252 unique values
0 missing
attr896numeric97 unique values
0 missing
attr897numeric69 unique values
0 missing
attr898numeric251 unique values
0 missing
attr899numeric254 unique values
0 missing
attr900numeric247 unique values
0 missing
attr901numeric87 unique values
0 missing
attr902numeric187 unique values
0 missing
attr903numeric105 unique values
0 missing
attr904numeric91 unique values
0 missing
attr905numeric252 unique values
0 missing
attr906numeric184 unique values
0 missing
attr907numeric222 unique values
0 missing
attr908numeric194 unique values
0 missing
attr909numeric223 unique values
0 missing
attr910numeric255 unique values
0 missing
attr911numeric251 unique values
0 missing
attr912numeric216 unique values
0 missing
attr913numeric252 unique values
0 missing
attr914numeric64 unique values
0 missing
attr915numeric246 unique values
0 missing
attr916numeric59 unique values
0 missing
attr917numeric99 unique values
0 missing
attr918numeric229 unique values
0 missing
attr919numeric252 unique values
0 missing
attr920numeric253 unique values
0 missing
attr921numeric248 unique values
0 missing
attr922numeric244 unique values
0 missing
attr923numeric249 unique values
0 missing
attr924numeric48 unique values
0 missing
attr925numeric187 unique values
0 missing
attr926numeric245 unique values
0 missing
attr927numeric237 unique values
0 missing
attr928numeric64 unique values
0 missing
attr929numeric248 unique values
0 missing
attr930numeric239 unique values
0 missing
attr931numeric244 unique values
0 missing
attr932numeric95 unique values
0 missing
attr933numeric239 unique values
0 missing
attr934numeric225 unique values
0 missing
attr935numeric119 unique values
0 missing
attr936numeric202 unique values
0 missing
attr937numeric247 unique values
0 missing
attr938numeric242 unique values
0 missing
attr939numeric251 unique values
0 missing
attr940numeric219 unique values
0 missing
attr941numeric252 unique values
0 missing
attr942numeric188 unique values
0 missing
attr943numeric203 unique values
0 missing
attr944numeric249 unique values
0 missing
attr945numeric242 unique values
0 missing
attr946numeric252 unique values
0 missing
attr947numeric101 unique values
0 missing
attr948numeric249 unique values
0 missing
attr949numeric242 unique values
0 missing
attr950numeric51 unique values
0 missing
attr951numeric102 unique values
0 missing
attr952numeric168 unique values
0 missing
attr953numeric253 unique values
0 missing
attr954numeric248 unique values
0 missing
attr955numeric235 unique values
0 missing
attr956numeric252 unique values
0 missing
attr957numeric246 unique values
0 missing
attr958numeric83 unique values
0 missing
attr959numeric100 unique values
0 missing
attr960numeric84 unique values
0 missing
attr961numeric247 unique values
0 missing
attr962numeric252 unique values
0 missing
attr963numeric148 unique values
0 missing
attr964numeric128 unique values
0 missing
attr965numeric248 unique values
0 missing
attr966numeric37 unique values
0 missing
attr967numeric155 unique values
0 missing
attr968numeric253 unique values
0 missing
attr969numeric58 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
3468
Number of instances (rows) of the dataset.
NumberOfFeatures
971
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
970
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
AutoCorrelation
0.5
Average class difference between consecutive instances.
CfsSubsetEval_DecisionStumpAUC
0.86
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
CfsSubsetEval_DecisionStumpErrRate
0.15
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
CfsSubsetEval_DecisionStumpKappa
0.7
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
CfsSubsetEval_NaiveBayesAUC
0.86
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
CfsSubsetEval_NaiveBayesErrRate
0.15
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
CfsSubsetEval_NaiveBayesKappa
0.7
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NAUC
0.86
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
CfsSubsetEval_kNN1NErrRate
0.15
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
CfsSubsetEval_kNN1NKappa
0.7
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
ClassEntropy
1
Entropy of the target attribute values.
DecisionStumpAUC
0.72
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
DecisionStumpErrRate
0.28
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
DecisionStumpKappa
0.44
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
Dimensionality
0.28
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.
J48.00001.AUC
0.84
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.00001.ErrRate
0.16
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.00001.Kappa
0.68
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.0001.AUC
0.84
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.0001.ErrRate
0.16
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.0001.Kappa
0.68
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.001.AUC
0.84
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
J48.001.ErrRate
0.16
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
J48.001.Kappa
0.68
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MajorityClassPercentage
50.84
Percentage of instances belonging to the most frequent class.
MajorityClassSize
1763
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
283.86
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
140.4
Maximum of means among attributes of the numeric type.
MaxMutualInformation
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
16.12
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
114.03
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
18.65
Mean kurtosis among attributes of the numeric type.
MeanMeansOfNumericAtts
53.99
Mean of means among attributes of the numeric type.
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
2
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
2.93
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
77.25
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-1.83
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
0.93
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
2
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-0.24
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
12.22
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
49.16
Percentage of instances belonging to the least frequent class.
MinorityClassSize
1705
Number of instances belonging to the least frequent class.
NaiveBayesAUC
0.82
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NaiveBayesErrRate
0.23
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NaiveBayesKappa
0.53
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NumberOfBinaryFeatures
1
Number of binary attributes.
PercentageOfBinaryFeatures
0.1
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.9
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.1
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
-1.53
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
11.61
First quartile of means among attributes of the numeric type.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
Quartile1SkewnessOfNumericAtts
0.52
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
46.44
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.8
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
46.79
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
1.59
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
88.14
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
17.19
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
93.5
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
4.25
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
108.61
Third quartile of standard deviation of attributes of the numeric type.
REPTreeDepth1AUC
0.9
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth1ErrRate
0.15
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth1Kappa
0.71
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth2AUC
0.9
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth2ErrRate
0.15
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth2Kappa
0.71
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
0.9
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
REPTreeDepth3ErrRate
0.15
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
REPTreeDepth3Kappa
0.71
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
RandomTreeDepth1AUC
0.75
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth1ErrRate
0.25
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth1Kappa
0.51
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth2AUC
0.75
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth2ErrRate
0.25
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth2Kappa
0.51
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth3AUC
0.75
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
RandomTreeDepth3ErrRate
0.25
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
RandomTreeDepth3Kappa
0.51
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
StdvNominalAttDistinctValues
0
Standard deviation of the number of distinct values among attributes of the nominal type.
kNN1NAUC
0.81
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
kNN1NErrRate
0.19
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
kNN1NKappa
0.62
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
Show all 107 properties

11 tasks

Supervised Classification on gina_agnostic
0 runs - estimation_procedure: 33% Holdout set - target_feature: label
Supervised Classification on gina_agnostic
0 runs - estimation_procedure: 20% Holdout (Ordered) - target_feature: label
Supervised Classification on gina_agnostic
0 runs - estimation_procedure: 10% Holdout set - target_feature: label
Supervised Classification on gina_agnostic
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - target_feature: label
Supervised Classification on gina_agnostic
0 runs - estimation_procedure: 5 times 2-fold Crossvalidation - target_feature: label
Supervised Classification on gina_agnostic
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: label
Supervised Classification on gina_agnostic
0 runs - estimation_procedure: Leave one out - target_feature: label
Supervised Classification on gina_agnostic
0 runs - estimation_procedure: Test on Training Data - target_feature: label
Learning Curve on gina_agnostic
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: label
Learning Curve on gina_agnostic
0 runs - estimation_procedure: 10 times 10-fold Learning Curve - target_feature: label
Supervised Data Stream Classification on gina_agnostic
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: label
Define a new task