% Python_3.6.9. % Sklearn_0.20.0. % NumPy_1.18.1. % SciPy_1.4.1. % Tue Mar 3 15:52:48 2020 % Created by run_task() @RELATION openml_task_2275_predictions @ATTRIBUTE repeat NUMERIC @ATTRIBUTE fold NUMERIC @ATTRIBUTE sample NUMERIC @ATTRIBUTE row_id NUMERIC @ATTRIBUTE confidence.moa.NaiveBayes(1) NUMERIC @ATTRIBUTE confidence.moa.HoeffdingTree(1) NUMERIC @ATTRIBUTE confidence.moa.kNN(1) NUMERIC @ATTRIBUTE confidence.moa.SPegasos(1) NUMERIC @ATTRIBUTE prediction {moa.NaiveBayes(1), moa.HoeffdingTree(1), moa.kNN(1), moa.SPegasos(1)} @ATTRIBUTE correct {moa.NaiveBayes(1), moa.HoeffdingTree(1), moa.kNN(1), moa.SPegasos(1)} @DATA 0,0,0,39,0.2297852762893927,0.24164958721406304,0.29789849292798937,0.23066664356855468,moa.kNN(1),moa.kNN(1) 0,0,0,11,0.23573994306585913,0.3019698485356219,0.23064103524373872,0.23164917315478012,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,36,0.24434439727982132,0.29082536969385425,0.23201780279906528,0.23281243022725917,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,12,0.2358179625164734,0.2918282822412228,0.23845501634746857,0.23389873889483523,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,20,0.2351085485648129,0.29686035226035407,0.236138941640816,0.23189215753401715,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,16,0.23069630937581304,0.3017449437293441,0.23491189666194123,0.2326468502329016,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,19,0.23466921793882708,0.2998456174891509,0.23552576875733544,0.22995939581468658,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,51,0.28514772996825755,0.2546462273553717,0.230308401910091,0.2298976407662798,moa.NaiveBayes(1),moa.NaiveBayes(1) 0,1,0,52,0.2283331143071448,0.22978179383411093,0.30421311309081756,0.23767197876792676,moa.kNN(1),moa.kNN(1) 0,1,0,17,0.2284609577403798,0.3106317510513284,0.22956503790427732,0.23134225330401456,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,7,0.23042257512474468,0.3121898681085793,0.22916329166654234,0.22822426510013372,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,47,0.2445951657095261,0.2958801511494338,0.2289539861179527,0.23057069702308752,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,9,0.2315329590529706,0.31201658531093246,0.2282173749092608,0.228233080726836,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,35,0.2303214867318921,0.31165493921522924,0.2301272855736079,0.2278962884792708,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,13,0.23047374259960954,0.28263697571627866,0.25409785587735395,0.23279142580675782,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,22,0.231859872782346,0.292972743204658,0.238208483172312,0.23695890084068416,moa.HoeffdingTree(1),moa.SPegasos(1) 0,2,0,30,0.2337213522604026,0.25966867663626,0.2684414333997906,0.23816853770354685,moa.kNN(1),moa.kNN(1) 0,2,0,60,0.2440947572770864,0.2844768311398567,0.23915690185683056,0.23227150972622618,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,33,0.23314919767129855,0.3007567073404905,0.23384389964278696,0.23225019534542413,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,0,0.2334752261128953,0.2922658351373092,0.2383057034408002,0.23595323530899526,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,15,0.24046094762447626,0.29576658354265306,0.23225063642218718,0.2315218324106834,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,27,0.23626174677583425,0.3016991439347388,0.2313804548930508,0.23065865439637612,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,66,0.24644219135049614,0.29193850122446,0.22995063620415973,0.23166867122088422,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,43,0.23150320877937453,0.24397783210095247,0.23553910412349818,0.2889798549961748,moa.SPegasos(1),moa.SPegasos(1) 0,3,0,61,0.22977824556604765,0.25359232724175995,0.28416974338660916,0.23245968380558316,moa.kNN(1),moa.kNN(1) 0,3,0,72,0.23040294557620433,0.30980889563949127,0.23132592714596117,0.2284622316383433,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,73,0.22953951699064626,0.31362326477107977,0.2286237122240096,0.22821350601426446,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,53,0.22953951699064626,0.31362326477107977,0.2286237122240096,0.22821350601426446,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,37,0.23096085178803605,0.2819141095447132,0.2574984086663847,0.22962663000086594,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,44,0.22953951699064626,0.31362326477107977,0.2286237122240096,0.22821350601426446,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,21,0.23040294557620433,0.30980889563949127,0.23132592714596117,0.2284622316383433,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,3,0,41,0.22880740209216147,0.22880740209216147,0.24925703412441108,0.29312816169126604,moa.SPegasos(1),moa.SPegasos(1) 0,4,0,62,0.2531050303559369,0.272333743133039,0.24498551569611932,0.22957571081490483,moa.HoeffdingTree(1),moa.kNN(1) 0,4,0,14,0.23116967313154646,0.29891527085206754,0.24010409015504447,0.2298109658613415,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,42,0.2367897436398608,0.2908660428259322,0.24033781839701462,0.23200639513719237,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,32,0.24766896541983116,0.29195096054776226,0.23127043641031778,0.22910963762208872,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,50,0.23202987868434283,0.3010863602294974,0.23538639046106397,0.23149737062509573,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,29,0.2395517290640993,0.2892195486802069,0.23762316916112888,0.23360555309456488,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,10,0.24651605834151977,0.28778778314423503,0.23185850738133307,0.23383765113291216,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,5,0,46,0.2291487648058849,0.23972391003191268,0.3008565512495877,0.23027077391261466,moa.kNN(1),moa.kNN(1) 0,5,0,58,0.2358553397660502,0.29950818296065396,0.23250603505647324,0.23213044221682275,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,26,0.24095823638746103,0.2973039585240963,0.2327675472820828,0.22897025780635996,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,3,0.23653657013947588,0.3008334851816756,0.22963341943042112,0.2329965252484276,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,56,0.23533737501931504,0.30450806098878647,0.22991320240716553,0.23024136158473307,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,57,0.24124734540764026,0.29805188970175406,0.2302511324548073,0.23044963243579836,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,40,0.2501943509514957,0.288171157295114,0.2294667984317872,0.2321676933216032,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,6,0,63,0.23009478968536362,0.24317001535120333,0.29615267062179423,0.23058252434163884,moa.kNN(1),moa.kNN(1) 0,6,0,18,0.2374966907174874,0.2916684140663911,0.23873558166613618,0.23209931354998523,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,28,0.23429568835077497,0.30533778759369745,0.23149985410124335,0.2288666699542842,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,23,0.23425795753766723,0.3031757664583401,0.23154798103199994,0.2310182949719927,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,45,0.2516048787385737,0.27616867318476057,0.24077772831517275,0.2314487197614932,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,5,0.23754394529508968,0.27921936309695383,0.2383812797927729,0.24485541181518367,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,2,0.2979342310073692,0.24394780271964453,0.22905687084148538,0.22906109543150097,moa.NaiveBayes(1),moa.NaiveBayes(1) 0,7,0,68,0.24969713812269798,0.2687995432676947,0.2501330984121895,0.2313702201974178,moa.HoeffdingTree(1),moa.kNN(1) 0,7,0,55,0.2595048793851819,0.26927115723799894,0.2408545931011385,0.23036937027568086,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,67,0.24464584943774173,0.2782897977827303,0.24612465186334978,0.23093970091617821,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,69,0.2319783458586377,0.29947308751545954,0.23466998841022854,0.23387857821567418,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,31,0.2313022124562046,0.3056285232856128,0.22982060803522322,0.23324865622295954,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,70,0.23663240010100253,0.2982379819823846,0.23303980441943456,0.2320898134971782,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,49,0.2984385971188429,0.24312760618601634,0.22980720306266983,0.22862659363247104,moa.NaiveBayes(1),moa.NaiveBayes(1) 0,8,0,6,0.2296347861311468,0.23458231098150034,0.2992799661815385,0.2365029367058143,moa.kNN(1),moa.kNN(1) 0,8,0,24,0.23692764368849517,0.2994956051139692,0.23102377530735793,0.23255297589017765,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,34,0.23739505435717,0.30006696532517024,0.23099795964476327,0.23154002067289647,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,1,0.23552670552703006,0.3022447669781298,0.2302655617987229,0.23196296569611702,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,65,0.2678954668381365,0.26564234269070164,0.2343086547668481,0.23215353570431374,moa.NaiveBayes(1),moa.HoeffdingTree(1) 0,8,0,54,0.231825047924007,0.29783912732368073,0.2348002204032746,0.2355356043490377,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,71,0.2589235401511553,0.2803799156293896,0.23069550498149463,0.23000103923796053,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,9,0,64,0.22924364447322315,0.30844500162323496,0.22988246331071185,0.2324288905928299,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,38,0.23044114646494043,0.3081809542566075,0.22937950029045182,0.23199839898800004,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,59,0.23627292196725733,0.3021398971529707,0.2321606488088088,0.22942653207096317,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,8,0.23330301219502755,0.2988362994009722,0.23199625752077727,0.235864430883223,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,48,0.2289602499951945,0.3037697065982747,0.23349520301026244,0.23377484039626834,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,25,0.2724765916997047,0.26714527598401033,0.2310392943381161,0.22933883797816887,moa.NaiveBayes(1),moa.HoeffdingTree(1) 0,9,0,4,0.26159927467231975,0.2776384371831355,0.23148236220774934,0.2292799259367954,moa.HoeffdingTree(1),moa.NaiveBayes(1)