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

1		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
2	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
3	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
4	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
5	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
6	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
7	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
8	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
9	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
10	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
11	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
12	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
13	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
14	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
15	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
16	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
17	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
18	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
19	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
20	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
21	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
22	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
23	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
24	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
25	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
26	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
27	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
28	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
29	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
30	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
31	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
32	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
33	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