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kudaliar032/result.csv

Created January 31, 2020 02:14
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model testing result
Raw
result.csv
index name oob accuracy recall precision f1 time
0 gini.100.2 0.9720588235294118 0.9720588235294118 0.9705882352941176 0.9745348113090049 0.972092174672354 0.18744227886199952
1 gini.100.3 0.9735294117647059 0.975 0.9764705882352941 0.9744949494949495 0.9752665245202559 0.19986166954040527
2 gini.100.4 0.9705882352941176 0.975 0.9764705882352941 0.9744949494949495 0.9752665245202559 0.20267894268035888
3 gini.100.5 0.9735294117647059 0.9720588235294118 0.9735294117647059 0.9716378066378066 0.9723247118445042 0.2438877582550049
4 gini.100.6 0.9735294117647059 0.9720588235294118 0.9764705882352941 0.9688428688428689 0.9723650577486115 0.2388098955154419
5 gini.100.7 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.33119878768920896
6 gini.100.8 0.9720588235294118 0.9705882352941176 0.9735294117647059 0.9687806637806637 0.970830208078748 0.3062326669692993
7 gini.100.9 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9713203463203464 0.9736930255554526 0.3446795463562012
8 gini.100.10 0.9705882352941176 0.9720588235294118 0.9705882352941176 0.9738553603259485 0.9720298183576421 0.32282471656799316
9 gini.100.11 0.9676470588235294 0.9720588235294118 0.9676470588235294 0.9764604023427553 0.9718586791686765 0.2565412998199463
10 gini.150.2 0.9720588235294118 0.9735294117647059 0.9705882352941176 0.9770122887864823 0.9734201424791951 0.2680991172790527
11 gini.150.3 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9716378066378066 0.973817249157937 0.2717411756515503
12 gini.150.4 0.9720588235294118 0.9735294117647059 0.9764705882352941 0.972017472017472 0.9739385567134148 0.3119071960449219
13 gini.150.5 0.9764705882352941 0.9735294117647059 0.9735294117647059 0.9741774891774891 0.9736497636043385 0.27918171882629395
14 gini.150.6 0.9705882352941176 0.9720588235294118 0.9764705882352941 0.9691603291603291 0.972489281351096 0.27532927989959716
15 gini.150.7 0.9735294117647059 0.9750000000000001 0.9764705882352941 0.9739393939393939 0.9750594851827817 0.308989429473877
16 gini.150.8 0.9720588235294118 0.9720588235294118 0.9764705882352941 0.9687806637806637 0.9723679737956181 0.28399038314819336
17 gini.150.9 0.9720588235294118 0.9735294117647059 0.9735294117647059 0.9739393939393939 0.9735217194659116 0.29637346267700193
18 gini.150.10 0.9735294117647059 0.9691176470588235 0.9647058823529412 0.9738553603259485 0.9689995153273391 0.2917975664138794
19 gini.150.11 0.9720588235294118 0.9720588235294118 0.9676470588235294 0.9764604023427553 0.9718586791686765 0.342092490196228
20 gini.200.2 0.9720588235294118 0.9720588235294118 0.9705882352941176 0.9745348113090049 0.972092174672354 0.34239199161529543
21 gini.200.3 0.975 0.9735294117647059 0.9764705882352941 0.9716378066378066 0.973817249157937 0.35417351722717283
22 gini.200.4 0.9705882352941176 0.9764705882352941 0.9764705882352941 0.977034632034632 0.9765915762800902 0.39114205837249755
23 gini.200.5 0.9779411764705882 0.975 0.9764705882352941 0.9741774891774891 0.9751423009177713 0.3554506540298462
24 gini.200.6 0.9720588235294118 0.9735294117647059 0.9764705882352941 0.9716378066378066 0.973817249157937 0.3699175357818604
25 gini.200.7 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9713203463203464 0.9736930255554526 0.41587376594543457
26 gini.200.8 0.9705882352941176 0.9720588235294118 0.9764705882352941 0.9687806637806637 0.9723679737956181 0.3772310733795166
27 gini.200.9 0.9720588235294118 0.9735294117647059 0.9735294117647059 0.9739393939393939 0.9735217194659116 0.40364396572113037
28 gini.200.10 0.9720588235294118 0.9720588235294118 0.9676470588235294 0.9764604023427553 0.9718586791686765 0.4261612892150879
29 gini.200.11 0.9720588235294118 0.9720588235294118 0.9676470588235294 0.9764604023427553 0.9718586791686765 0.3976944923400879
30 gini.250.2 0.9735294117647059 0.9720588235294118 0.9705882352941176 0.9745348113090049 0.972092174672354 0.4362650394439697
31 gini.250.3 0.975 0.9720588235294118 0.9764705882352941 0.9692354042354042 0.9725295227997881 0.47489538192749026
32 gini.250.4 0.9735294117647059 0.9764705882352941 0.9764705882352941 0.977034632034632 0.9765915762800902 0.4385840654373169
33 gini.250.5 0.9764705882352941 0.975 0.9764705882352941 0.9744949494949495 0.9752665245202559 0.4551151990890503
34 gini.250.6 0.9720588235294118 0.9720588235294118 0.9764705882352941 0.9687806637806637 0.9723679737956181 0.45416524410247805
35 gini.250.7 0.9720588235294118 0.9705882352941176 0.9764705882352941 0.9663782613782614 0.9710802474374692 0.4653374910354614
36 gini.250.8 0.9705882352941176 0.9720588235294118 0.9764705882352941 0.9687806637806637 0.9723679737956181 0.4640750169754028
37 gini.250.9 0.9735294117647059 0.9735294117647059 0.9735294117647059 0.9739393939393939 0.9735217194659116 0.5068806886672974
38 gini.250.10 0.9705882352941176 0.9705882352941176 0.9676470588235294 0.9738553603259485 0.9705372810442093 0.5037288427352905
39 gini.250.11 0.9705882352941176 0.9720588235294118 0.9676470588235294 0.9764604023427553 0.9718586791686765 0.492743706703186
40 gini.300.2 0.9735294117647059 0.9705882352941176 0.9705882352941176 0.9721877273829735 0.9708010948601474 0.5063976049423218
41 gini.300.3 0.9764705882352941 0.9720588235294118 0.9764705882352941 0.9692354042354042 0.9725295227997881 0.5188761949539185
42 gini.300.4 0.9720588235294118 0.975 0.9764705882352941 0.9744949494949495 0.9752665245202559 0.5198774576187134
43 gini.300.5 0.9720588235294118 0.9735294117647059 0.9764705882352941 0.9720925470925471 0.973978798162107 0.5275707960128784
44 gini.300.6 0.9720588235294118 0.9720588235294118 0.9764705882352941 0.9687806637806637 0.9723679737956181 0.5357404947280884
45 gini.300.7 0.9705882352941176 0.9705882352941176 0.9764705882352941 0.9663782613782614 0.9710802474374692 0.5613805294036865
46 gini.300.8 0.9705882352941176 0.9720588235294118 0.9764705882352941 0.9687806637806637 0.9723679737956181 0.5782990217208862
47 gini.300.9 0.9720588235294118 0.9735294117647059 0.9735294117647059 0.9739393939393939 0.9735217194659116 0.5671210050582886
48 gini.300.10 0.9705882352941176 0.9705882352941176 0.9676470588235294 0.9736872930990578 0.9704520295523082 0.5796461343765259
49 gini.300.11 0.9705882352941176 0.9720588235294118 0.9676470588235294 0.9764604023427553 0.9718586791686765 0.5941660881042481
50 entropy.100.2 0.9705882352941176 0.9720588235294118 0.9705882352941176 0.9746356177606178 0.9722313389906228 0.17175090312957764
51 entropy.100.3 0.9720588235294118 0.9691176470588235 0.9705882352941176 0.9691603291603291 0.9695042067242303 0.1744293212890625
52 entropy.100.4 0.9764705882352941 0.9720588235294118 0.9705882352941176 0.9742568542568543 0.9721534057549632 0.19074444770812987
53 entropy.100.5 0.9705882352941176 0.975 0.9764705882352941 0.9742568542568543 0.9751837087852662 0.1793424367904663
54 entropy.100.6 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.18174729347229004
55 entropy.100.7 0.975 0.9720588235294118 0.9735294117647059 0.9717704182410065 0.9724040813188479 0.184114670753479
56 entropy.100.8 0.9735294117647059 0.9720588235294118 0.9764705882352941 0.9695784916837549 0.9726440262455837 0.18897242546081544
57 entropy.100.9 0.9735294117647059 0.9720588235294118 0.9735294117647059 0.9717704182410065 0.9724040813188479 0.1896151065826416
58 entropy.100.10 0.975 0.975 0.9764705882352941 0.9746275610981493 0.9753026320434857 0.1936561346054077
59 entropy.100.11 0.975 0.9720588235294118 0.9705882352941176 0.974543527484704 0.972272965218346 0.20133132934570314
60 entropy.150.2 0.9720588235294118 0.9720588235294118 0.9705882352941176 0.9745348113090049 0.972092174672354 0.258347225189209
61 entropy.150.3 0.9735294117647059 0.9720588235294118 0.9705882352941176 0.9741774891774891 0.9721572262909057 0.2610188007354736
62 entropy.150.4 0.9764705882352941 0.975 0.9764705882352941 0.9742568542568543 0.9751837087852662 0.26654706001281736
63 entropy.150.5 0.9691176470588235 0.9764705882352941 0.9764705882352941 0.9771139971139972 0.976632984147585 0.27026288509368895
64 entropy.150.6 0.9705882352941176 0.9705882352941176 0.9735294117647059 0.9691513706219589 0.9710376216915187 0.2724588871002197
65 entropy.150.7 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.2798212766647339
66 entropy.150.8 0.9735294117647059 0.9720588235294118 0.9764705882352941 0.9695784916837549 0.9726440262455837 0.33901870250701904
67 entropy.150.9 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.29347398281097414
68 entropy.150.10 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9717704182410065 0.9738533566811668 0.29420783519744875
69 entropy.150.11 0.975 0.9735294117647059 0.9735294117647059 0.9746275610981493 0.9737648663266154 0.3066578388214111
70 entropy.200.2 0.9705882352941176 0.975 0.9735294117647059 0.9771130952380952 0.9750518441108966 0.36268446445465086
71 entropy.200.3 0.9720588235294118 0.9735294117647059 0.9735294117647059 0.9741774891774891 0.9736497636043385 0.3500478267669678
72 entropy.200.4 0.9735294117647059 0.975 0.9764705882352941 0.9742568542568543 0.9751837087852662 0.35159661769866946
73 entropy.200.5 0.9735294117647059 0.9764705882352941 0.9764705882352941 0.9771139971139972 0.976632984147585 0.442634129524231
74 entropy.200.6 0.9691176470588235 0.9720588235294118 0.9764705882352941 0.9692354042354042 0.9725295227997881 0.5611567974090577
75 entropy.200.7 0.9735294117647059 0.9720588235294118 0.9735294117647059 0.9717704182410065 0.9724040813188479 0.40046489238739014
76 entropy.200.8 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.41125657558441164
77 entropy.200.9 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.4606665849685669
78 entropy.200.10 0.9735294117647059 0.975 0.9764705882352941 0.9746275610981493 0.9753026320434857 0.4077439785003662
79 entropy.200.11 0.9735294117647059 0.9735294117647059 0.9735294117647059 0.974543527484704 0.9738107309352162 0.41502041816711427
80 entropy.250.2 0.975 0.975 0.9735294117647059 0.9771130952380952 0.9750518441108966 0.46198525428771975
81 entropy.250.3 0.9720588235294118 0.975 0.9764705882352941 0.9741774891774891 0.9751423009177713 0.4939573287963867
82 entropy.250.4 0.9720588235294118 0.975 0.9764705882352941 0.9742568542568543 0.9751837087852662 0.4775125026702881
83 entropy.250.5 0.9735294117647059 0.9764705882352941 0.9764705882352941 0.9771139971139972 0.976632984147585 0.4749492883682251
84 entropy.250.6 0.9720588235294118 0.9720588235294118 0.9764705882352941 0.9695784916837549 0.9726440262455837 0.5021621942520141
85 entropy.250.7 0.9735294117647059 0.9720588235294118 0.9735294117647059 0.9717704182410065 0.9724040813188479 0.5091112852096558
86 entropy.250.8 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.494734001159668
87 entropy.250.9 0.9735294117647059 0.975 0.9764705882352941 0.9746275610981493 0.9753026320434857 0.5124025583267212
88 entropy.250.10 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9717704182410065 0.9738533566811668 0.549819827079773
89 entropy.250.11 0.9735294117647059 0.975 0.9764705882352941 0.9746275610981493 0.9753026320434857 0.5261698961257935
90 entropy.300.2 0.9735294117647059 0.9735294117647059 0.9735294117647059 0.9746356177606178 0.9737238763040557 0.54358069896698
91 entropy.300.3 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9716378066378066 0.973817249157937 0.550706934928894
92 entropy.300.4 0.9720588235294118 0.9735294117647059 0.9764705882352941 0.9716378066378066 0.973817249157937 0.5617341756820678
93 entropy.300.5 0.9735294117647059 0.9764705882352941 0.9764705882352941 0.9771139971139972 0.976632984147585 0.5715803146362305
94 entropy.300.6 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.582535982131958
95 entropy.300.7 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.5930217742919922
96 entropy.300.8 0.9735294117647059 0.9735294117647059 0.9764705882352941 0.9718544518544519 0.9738959824271173 0.6033428192138672
97 entropy.300.9 0.9735294117647059 0.975 0.9764705882352941 0.9746275610981493 0.9753026320434857 0.6110082626342773
98 entropy.300.10 0.9735294117647059 0.975 0.9764705882352941 0.9746275610981493 0.9753026320434857 0.6106620550155639
99 entropy.300.11 0.9735294117647059 0.975 0.9764705882352941 0.9746275610981493 0.9753026320434857 0.6190745592117309
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