iui-group-l-name-zensiert/0-pilot-project/gs_result.csv

,mean_fit_time,std_fit_time,mean_score_time,std_score_time,param_metric,param_n_neighbors,param_weights,params,split0_test_score,split1_test_score,split2_test_score,mean_test_score,std_test_score,rank_test_score
1,0.45209089914957684,0.06397052266041096,999.4092309474945,57.61425639022496,euclidean,3,distance,"{'metric': 'euclidean', 'n_neighbors': 3, 'weights': 'distance'}",0.9682862806021321,0.970589810896234,0.9706953819779278,0.9698571578254312,0.001111613767256926,1
25,21.657216548919678,6.562207129397543,658.4712273279825,21.718713022707036,minkowski,3,distance,"{'metric': 'minkowski', 'n_neighbors': 3, 'weights': 'distance'}",0.9682862806021321,0.970589810896234,0.9706953819779278,0.9698571578254312,0.001111613767256926,1
0,0.24088136355082193,0.06316956409457818,1192.299196402232,50.58626950507389,euclidean,3,uniform,"{'metric': 'euclidean', 'n_neighbors': 3, 'weights': 'uniform'}",0.9673755825788826,0.968714844377779,0.9698917818493518,0.9686607362686711,0.0010279463208361468,3
24,25.903496742248535,4.992758052195091,692.2140617370605,11.112854827147826,minkowski,3,uniform,"{'metric': 'minkowski', 'n_neighbors': 3, 'weights': 'uniform'}",0.9673755825788826,0.968714844377779,0.9698917818493518,0.9686607362686711,0.0010279463208361468,3
3,0.8060687383015951,0.06892978221653173,1013.2562080224355,75.3525112337183,euclidean,5,distance,"{'metric': 'euclidean', 'n_neighbors': 5, 'weights': 'distance'}",0.9670541597471474,0.9677505758825735,0.9693024750883961,0.968035736906039,0.0009397581516544441,5
27,18.446327686309814,4.005850513858593,573.115521033605,23.174191252334296,minkowski,5,distance,"{'metric': 'minkowski', 'n_neighbors': 5, 'weights': 'distance'}",0.9670541597471474,0.9677505758825735,0.9693024750883961,0.968035736906039,0.0009397581516544441,5
5,0.5992098649342855,0.07186277124297363,1017.6772451400757,34.26075216888202,euclidean,7,distance,"{'metric': 'euclidean', 'n_neighbors': 7, 'weights': 'distance'}",0.9656077570043392,0.9673755825788826,0.9683917282760098,0.9671250226197438,0.0011502780041406022,7
29,4.765162626902263,5.8443026893869865,328.6635688940684,144.58640566271308,minkowski,7,distance,"{'metric': 'minkowski', 'n_neighbors': 7, 'weights': 'distance'}",0.9656077570043392,0.9673755825788826,0.9683917282760098,0.9671250226197438,0.0011502780041406022,7
2,0.6994575659434,0.015356819263441783,1095.269747654597,137.31109235190226,euclidean,5,uniform,"{'metric': 'euclidean', 'n_neighbors': 5, 'weights': 'uniform'}",0.9659291798360744,0.9661970321958536,0.9679095681988642,0.9666785934102641,0.0008772724469576776,9
26,23.48669679959615,1.6759845670112823,632.0995594660441,20.601423474278537,minkowski,5,uniform,"{'metric': 'minkowski', 'n_neighbors': 5, 'weights': 'uniform'}",0.9659291798360744,0.9661970321958536,0.9679095681988642,0.9666785934102641,0.0008772724469576776,9
4,0.44025548299153644,0.0758287971251788,1168.1676174799602,56.92121615266254,euclidean,7,uniform,"{'metric': 'euclidean', 'n_neighbors': 7, 'weights': 'uniform'}",0.9643756361493545,0.9659827503080303,0.9674809814636237,0.9659464559736696,0.0012680116558989624,11
28,7.9804831345876055,0.6540708832583817,555.8133392333984,9.00936445757863,minkowski,7,uniform,"{'metric': 'minkowski', 'n_neighbors': 7, 'weights': 'uniform'}",0.9643756361493545,0.9659827503080303,0.9674809814636237,0.9659464559736696,0.0012680116558989624,11
31,8.50082278251648,1.621605845735954,196.08954962094626,1.3816900473147211,minkowski,11,distance,"{'metric': 'minkowski', 'n_neighbors': 11, 'weights': 'distance'}",0.9646434885091337,0.9632506562382814,0.9647487410264652,0.9642142952579601,0.0006827491697964685,13
7,0.7990624904632568,0.1282461936094558,975.9963663419088,44.25576694480218,euclidean,11,distance,"{'metric': 'euclidean', 'n_neighbors': 11, 'weights': 'distance'}",0.9646434885091337,0.9632506562382814,0.9647487410264652,0.9642142952579601,0.0006827491697964685,13
6,0.7915481726328532,0.08623759342251494,1145.4038231372833,74.85467891924446,euclidean,11,uniform,"{'metric': 'euclidean', 'n_neighbors': 11, 'weights': 'uniform'}",0.9637327904858842,0.961911394439385,0.9634094074788385,0.9630178641347026,0.000793452595644972,15
30,10.588685592015585,1.6087105217852413,201.26371280352274,2.2649582169416336,minkowski,11,uniform,"{'metric': 'minkowski', 'n_neighbors': 11, 'weights': 'uniform'}",0.9637327904858842,0.961911394439385,0.9634094074788385,0.9630178641347026,0.000793452595644972,15
9,0.6443092028299967,0.10608035511283763,1677.8913025856018,6.004269765795684,manhattan,3,distance,"{'metric': 'manhattan', 'n_neighbors': 3, 'weights': 'distance'}",0.961161407832003,0.9625006696308994,0.9638915675559842,0.9625178816729623,0.0011146494876286455,17
11,0.7148999373118082,0.008760233194708403,1693.087656736374,8.233975406229284,manhattan,5,distance,"{'metric': 'manhattan', 'n_neighbors': 5, 'weights': 'distance'}",0.9598757165050624,0.9628220924626346,0.9633558341369335,0.9620178810348768,0.001530331488777754,18
8,0.8160308996836344,0.022248902226365025,1690.897030909856,7.2753788884689605,manhattan,3,uniform,"{'metric': 'manhattan', 'n_neighbors': 3, 'weights': 'uniform'}",0.9600899983928859,0.9608935554722237,0.9630343940855031,0.9613393159835374,0.0012426834737134394,19
13,0.5629308223724365,0.06472965342142153,1668.4245436191559,43.73084169083321,manhattan,7,distance,"{'metric': 'manhattan', 'n_neighbors': 7, 'weights': 'distance'}",0.9593935822574597,0.9614828306637382,0.9609986070931105,0.9606250066714361,0.0008929063713852963,20
10,0.6992981433868408,0.032215743239858076,1704.0290649731953,20.559117168848108,manhattan,5,uniform,"{'metric': 'manhattan', 'n_neighbors': 5, 'weights': 'uniform'}",0.9581078909305191,0.9610006964161354,0.9616950605378763,0.9602678826281769,0.0015534281409951467,21
12,0.6794727643330892,0.07876075037090115,1712.0297173659008,21.85360988956849,manhattan,7,uniform,"{'metric': 'manhattan', 'n_neighbors': 7, 'weights': 'uniform'}",0.9576793271548723,0.9597150050891948,0.9595521268616737,0.9589821530352469,0.0009236336882771337,22
15,0.6511789957682291,0.15808618845418762,1692.3637480735779,23.56656319039954,manhattan,11,distance,"{'metric': 'manhattan', 'n_neighbors': 11, 'weights': 'distance'}",0.9573043338511812,0.957036481491402,0.9578913532626165,0.9574107228683998,0.00035701578260487497,23
14,0.68438720703125,0.04445866248745549,1713.1744980017345,19.103531117726373,manhattan,11,uniform,"{'metric': 'manhattan', 'n_neighbors': 11, 'weights': 'uniform'}",0.9554829378046821,0.9555900787485938,0.9565520197149898,0.9558750120894218,0.00048071078572838955,24
19,0.6881767908732096,0.061379774439935524,1717.1829789479573,16.915261738894287,chebyshev,5,distance,"{'metric': 'chebyshev', 'n_neighbors': 5, 'weights': 'distance'}",0.798253602614239,0.8040392135854717,0.8051001821493625,0.8024643327830244,0.003008776051168824,25
21,16.667067527770996,15.441218680219292,1185.9401320616405,315.6661043980068,chebyshev,7,distance,"{'metric': 'chebyshev', 'n_neighbors': 7, 'weights': 'distance'}",0.7973429045909894,0.8016285423474581,0.7997964213007608,0.7995892894130695,0.0017557240593918855,26
17,0.7379094759623209,0.07479765096035686,1670.6096461613972,14.049244786125488,chebyshev,3,distance,"{'metric': 'chebyshev', 'n_neighbors': 3, 'weights': 'distance'}",0.7828788771629078,0.80393207264156,0.8089038894246223,0.7985716130763634,0.011280549953147328,27
23,27.93314504623413,5.1348714862784135,829.3955868085226,2.4736900006011777,chebyshev,11,distance,"{'metric': 'chebyshev', 'n_neighbors': 11, 'weights': 'distance'}",0.7919858573954036,0.7913965822038892,0.7912782599378549,0.7915535665123826,0.00030946900255889454,28
18,0.5327145258585612,0.05989825368793529,1682.6227543354034,26.35505225910284,chebyshev,5,uniform,"{'metric': 'chebyshev', 'n_neighbors': 5, 'weights': 'uniform'}",0.783575293298334,0.7888251995500081,0.7891353262616522,0.7871786063699981,0.0025510708161656103,29
20,9.50078543027242,11.813839927788138,1693.5935448805492,11.424742073634146,chebyshev,7,uniform,"{'metric': 'chebyshev', 'n_neighbors': 7, 'weights': 'uniform'}",0.7845395617935395,0.7868966625595971,0.7855994856959178,0.7856785700163514,0.0009639058573122337,30
16,0.5929841995239258,0.13394379144697757,1686.1720955371857,22.299417613052498,chebyshev,3,uniform,"{'metric': 'chebyshev', 'n_neighbors': 3, 'weights': 'uniform'}",0.7702898162532812,0.7848074141533187,0.7878495660559306,0.7809822654875102,0.007662028670422474,31
22,17.387149969736736,8.092605001620319,916.4972700277964,33.94860671344171,chebyshev,11,uniform,"{'metric': 'chebyshev', 'n_neighbors': 11, 'weights': 'uniform'}",0.78052177639685,0.7794503669577328,0.7796528447444552,0.7798749960330128,0.0004647529399678837,32