Hugging Face's logo

Spaces:
Akshay4506
/
ModelMatrix
Running

App Files Community
Akshay4506 commited on
Commit
cb9e57b
·
1 Parent(s): aa3e797

fix: revert stacking models to stable sklearn-native ones to avoid cloning error

Browse files
Files changed (4) hide show
  1. webapp/catboost_info/catboost_training.json +200 -200
  2. webapp/catboost_info/learn/events.out.tfevents +1 -1
  3. webapp/catboost_info/time_left.tsv +200 -200
  4. webapp/ensemble.py +1 -1
webapp/catboost_info/catboost_training.json CHANGED
@@ -1,204 +1,204 @@
1
  {
2
  "meta":{"test_sets":[],"test_metrics":[],"learn_metrics":[{"best_value":"Min","name":"MultiClass"}],"launch_mode":"Train","parameters":"","iteration_count":200,"learn_sets":["learn"],"name":"experiment"},
3
  "iterations":[
4
- {"learn":[1.091148423],"iteration":0,"passed_time":0.003450230777,"remaining_time":0.6865959246},
5
- {"learn":[1.086418765],"iteration":1,"passed_time":0.005480417287,"remaining_time":0.5425613114},
6
- {"learn":[1.0773991],"iteration":2,"passed_time":0.00804835861,"remaining_time":0.528508882},
7
- {"learn":[1.071672289],"iteration":3,"passed_time":0.01022329731,"remaining_time":0.5009415681},
8
- {"learn":[1.066004714],"iteration":4,"passed_time":0.01271152148,"remaining_time":0.4957493377},
9
- {"learn":[1.059330013],"iteration":5,"passed_time":0.01529201961,"remaining_time":0.4944419675},
10
- {"learn":[1.05490226],"iteration":6,"passed_time":0.01712038838,"remaining_time":0.4720335653},
11
- {"learn":[1.048588391],"iteration":7,"passed_time":0.01948825754,"remaining_time":0.467718181},
12
- {"learn":[1.043833033],"iteration":8,"passed_time":0.02130532634,"remaining_time":0.4521463702},
13
- {"learn":[1.037311438],"iteration":9,"passed_time":0.02311049777,"remaining_time":0.4390994576},
14
- {"learn":[1.031927739],"iteration":10,"passed_time":0.02529512486,"remaining_time":0.4346162363},
15
- {"learn":[1.025841223],"iteration":11,"passed_time":0.02798594556,"remaining_time":0.4384464804},
16
- {"learn":[1.021936274],"iteration":12,"passed_time":0.03046303346,"remaining_time":0.4381990197},
17
- {"learn":[1.016038582],"iteration":13,"passed_time":0.03190235483,"remaining_time":0.4238455714},
18
- {"learn":[1.011831586],"iteration":14,"passed_time":0.03371005295,"remaining_time":0.4157573198},
19
- {"learn":[1.007661983],"iteration":15,"passed_time":0.03615628908,"remaining_time":0.4157973244},
20
- {"learn":[1.00331399],"iteration":16,"passed_time":0.0375619316,"remaining_time":0.4043431461},
21
- {"learn":[0.9969175017],"iteration":17,"passed_time":0.03991308369,"remaining_time":0.403565624},
22
- {"learn":[0.9915381213],"iteration":18,"passed_time":0.04228586823,"remaining_time":0.4028285342},
23
- {"learn":[0.987027199],"iteration":19,"passed_time":0.04497332777,"remaining_time":0.4047599499},
24
- {"learn":[0.9806451898],"iteration":20,"passed_time":0.04660703049,"remaining_time":0.3972694503},
25
- {"learn":[0.97625914],"iteration":21,"passed_time":0.04804878922,"remaining_time":0.3887583855},
26
- {"learn":[0.9684721006],"iteration":22,"passed_time":0.0507272598,"remaining_time":0.3903793471},
27
- {"learn":[0.9650061706],"iteration":23,"passed_time":0.05247846411,"remaining_time":0.3848420702},
28
- {"learn":[0.9574638884],"iteration":24,"passed_time":0.05428113651,"remaining_time":0.3799679556},
29
- {"learn":[0.9535340201],"iteration":25,"passed_time":0.05687736924,"remaining_time":0.3806408557},
30
- {"learn":[0.9493774514],"iteration":26,"passed_time":0.05940589622,"remaining_time":0.3806377795},
31
- {"learn":[0.9458850596],"iteration":27,"passed_time":0.06151277845,"remaining_time":0.3778642105},
32
- {"learn":[0.9407835813],"iteration":28,"passed_time":0.06367121877,"remaining_time":0.3754406348},
33
- {"learn":[0.9365937962],"iteration":29,"passed_time":0.06683608009,"remaining_time":0.3787377872},
34
- {"learn":[0.9314428367],"iteration":30,"passed_time":0.06846450172,"remaining_time":0.373241961},
35
- {"learn":[0.9270029216],"iteration":31,"passed_time":0.06994386987,"remaining_time":0.3672053168},
36
- {"learn":[0.9234886611],"iteration":32,"passed_time":0.07251078804,"remaining_time":0.3669485334},
37
- {"learn":[0.9183877748],"iteration":33,"passed_time":0.07482379597,"remaining_time":0.3653161803},
38
- {"learn":[0.9155318031],"iteration":34,"passed_time":0.07646043678,"remaining_time":0.3604563448},
39
- {"learn":[0.9112328302],"iteration":35,"passed_time":0.07801828256,"remaining_time":0.3554166206},
40
- {"learn":[0.90756732],"iteration":36,"passed_time":0.08033884191,"remaining_time":0.3539251684},
41
- {"learn":[0.9006450864],"iteration":37,"passed_time":0.08294371655,"remaining_time":0.35360216},
42
- {"learn":[0.898315496],"iteration":38,"passed_time":0.08470909691,"remaining_time":0.3496965283},
43
- {"learn":[0.8949441838],"iteration":39,"passed_time":0.08670467777,"remaining_time":0.3468187111},
44
- {"learn":[0.8903109401],"iteration":40,"passed_time":0.08889769107,"remaining_time":0.3447495824},
45
- {"learn":[0.8866011593],"iteration":41,"passed_time":0.0909409808,"remaining_time":0.3421113087},
46
- {"learn":[0.8818539442],"iteration":42,"passed_time":0.092471606,"remaining_time":0.337628887},
47
- {"learn":[0.8766400926],"iteration":43,"passed_time":0.09435258901,"remaining_time":0.3345228156},
48
- {"learn":[0.8711942711],"iteration":44,"passed_time":0.09667302568,"remaining_time":0.3329848662},
49
- {"learn":[0.8664049339],"iteration":45,"passed_time":0.09910253005,"remaining_time":0.3317780354},
50
- {"learn":[0.8605692297],"iteration":46,"passed_time":0.1004450145,"remaining_time":0.3269805791},
51
- {"learn":[0.855305651],"iteration":47,"passed_time":0.102096159,"remaining_time":0.3233045036},
52
- {"learn":[0.8498381077],"iteration":48,"passed_time":0.1038444543,"remaining_time":0.3200104611},
53
- {"learn":[0.8457962609],"iteration":49,"passed_time":0.105478165,"remaining_time":0.316434495},
54
- {"learn":[0.8416413202],"iteration":50,"passed_time":0.1073554945,"remaining_time":0.3136464446},
55
- {"learn":[0.8364743562],"iteration":51,"passed_time":0.1092640121,"remaining_time":0.3109821884},
56
- {"learn":[0.8325194429],"iteration":52,"passed_time":0.1109927392,"remaining_time":0.3078477861},
57
- {"learn":[0.8284764993],"iteration":53,"passed_time":0.1127107714,"remaining_time":0.3047365301},
58
- {"learn":[0.8236751265],"iteration":54,"passed_time":0.1152202566,"remaining_time":0.3037624948},
59
- {"learn":[0.8181696307],"iteration":55,"passed_time":0.1170009455,"remaining_time":0.3008595742},
60
- {"learn":[0.814313061],"iteration":56,"passed_time":0.1187699254,"remaining_time":0.297966655},
61
- {"learn":[0.8115976577],"iteration":57,"passed_time":0.1204979714,"remaining_time":0.2950122748},
62
- {"learn":[0.807758466],"iteration":58,"passed_time":0.122884932,"remaining_time":0.2936741594},
63
- {"learn":[0.802321422],"iteration":59,"passed_time":0.1254976924,"remaining_time":0.292827949},
64
- {"learn":[0.798807136],"iteration":60,"passed_time":0.1277074975,"remaining_time":0.291005609},
65
- {"learn":[0.7948400764],"iteration":61,"passed_time":0.1295685349,"remaining_time":0.288394481},
66
- {"learn":[0.7916880148],"iteration":62,"passed_time":0.1323948025,"remaining_time":0.2879061578},
67
- {"learn":[0.7873311755],"iteration":63,"passed_time":0.1337780481,"remaining_time":0.2842783522},
68
- {"learn":[0.7827613451],"iteration":64,"passed_time":0.135748119,"remaining_time":0.2819384009},
69
- {"learn":[0.7786702385],"iteration":65,"passed_time":0.1763953068,"remaining_time":0.3581359258},
70
- {"learn":[0.7764977254],"iteration":66,"passed_time":0.1923988599,"remaining_time":0.381926095},
71
- {"learn":[0.7730194967],"iteration":67,"passed_time":0.1996749069,"remaining_time":0.387604231},
72
- {"learn":[0.7696007626],"iteration":68,"passed_time":0.2055400246,"remaining_time":0.3902281626},
73
- {"learn":[0.7642752146],"iteration":69,"passed_time":0.2086189762,"remaining_time":0.3874352415},
74
- {"learn":[0.760253606],"iteration":70,"passed_time":0.2129383285,"remaining_time":0.3868879491},
75
- {"learn":[0.7577785571],"iteration":71,"passed_time":0.2162811195,"remaining_time":0.384499768},
76
- {"learn":[0.7539434543],"iteration":72,"passed_time":0.2197238449,"remaining_time":0.3822592918},
77
- {"learn":[0.7495444532],"iteration":73,"passed_time":0.2236028854,"remaining_time":0.3807292374},
78
- {"learn":[0.7455923189],"iteration":74,"passed_time":0.227780731,"remaining_time":0.3796345517},
79
- {"learn":[0.7429488753],"iteration":75,"passed_time":0.2319359811,"remaining_time":0.3784218639},
80
- {"learn":[0.7400940248],"iteration":76,"passed_time":0.2349634206,"remaining_time":0.3753311784},
81
- {"learn":[0.737176055],"iteration":77,"passed_time":0.2375048434,"remaining_time":0.3714819346},
82
- {"learn":[0.7334430947],"iteration":78,"passed_time":0.2401140767,"remaining_time":0.3677696618},
83
- {"learn":[0.7307758227],"iteration":79,"passed_time":0.2430708731,"remaining_time":0.3646063096},
84
- {"learn":[0.7271924097],"iteration":80,"passed_time":0.2456983656,"remaining_time":0.3609642655},
85
- {"learn":[0.7233691229],"iteration":81,"passed_time":0.2480521988,"remaining_time":0.3569531641},
86
- {"learn":[0.7199860815],"iteration":82,"passed_time":0.2505125486,"remaining_time":0.3531321468},
87
- {"learn":[0.7166443842],"iteration":83,"passed_time":0.2529846681,"remaining_time":0.3493597798},
88
- {"learn":[0.7120905194],"iteration":84,"passed_time":0.2552153442,"remaining_time":0.345291348},
89
- {"learn":[0.7080689226],"iteration":85,"passed_time":0.2573539663,"remaining_time":0.3411436297},
90
- {"learn":[0.7049974284],"iteration":86,"passed_time":0.2592137596,"remaining_time":0.3366799406},
91
- {"learn":[0.7008658577],"iteration":87,"passed_time":0.2616153956,"remaining_time":0.332965049},
92
- {"learn":[0.6968041294],"iteration":88,"passed_time":0.2631301019,"remaining_time":0.3281734978},
93
- {"learn":[0.6949067976],"iteration":89,"passed_time":0.2654034234,"remaining_time":0.3243819619},
94
- {"learn":[0.6923908515],"iteration":90,"passed_time":0.2678052741,"remaining_time":0.3207777459},
95
- {"learn":[0.6874475769],"iteration":91,"passed_time":0.2703875195,"remaining_time":0.3174114359},
96
- {"learn":[0.6834969954],"iteration":92,"passed_time":0.2721069082,"remaining_time":0.3130692385},
97
- {"learn":[0.6797426739],"iteration":93,"passed_time":0.2742329142,"remaining_time":0.3092413714},
98
- {"learn":[0.676311281],"iteration":94,"passed_time":0.2765489009,"remaining_time":0.3056593115},
99
- {"learn":[0.6732950825],"iteration":95,"passed_time":0.2781603598,"remaining_time":0.3013403897},
100
- {"learn":[0.670343132],"iteration":96,"passed_time":0.2795587286,"remaining_time":0.2968510211},
101
- {"learn":[0.6672527936],"iteration":97,"passed_time":0.2819936157,"remaining_time":0.2935035592},
102
- {"learn":[0.6654513235],"iteration":98,"passed_time":0.2844372755,"remaining_time":0.2901834831},
103
- {"learn":[0.6629430399],"iteration":99,"passed_time":0.2863861926,"remaining_time":0.2863861926},
104
- {"learn":[0.6599425476],"iteration":100,"passed_time":0.2877867191,"remaining_time":0.2820879721},
105
- {"learn":[0.6563456648],"iteration":101,"passed_time":0.2894435478,"remaining_time":0.2780928204},
106
- {"learn":[0.6533420617],"iteration":102,"passed_time":0.292050044,"remaining_time":0.2750374201},
107
- {"learn":[0.6521604983],"iteration":103,"passed_time":0.2934508075,"remaining_time":0.2708776684},
108
- {"learn":[0.6486732019],"iteration":104,"passed_time":0.2948693545,"remaining_time":0.2667865589},
109
- {"learn":[0.6452204016],"iteration":105,"passed_time":0.2963240618,"remaining_time":0.2627779416},
110
- {"learn":[0.6428646774],"iteration":106,"passed_time":0.2984149457,"remaining_time":0.2593699995},
111
- {"learn":[0.6392699247],"iteration":107,"passed_time":0.3007543098,"remaining_time":0.2561981157},
112
- {"learn":[0.6357158219],"iteration":108,"passed_time":0.3021570589,"remaining_time":0.2522595629},
113
- {"learn":[0.6328221906],"iteration":109,"passed_time":0.3037455778,"remaining_time":0.2485191091},
114
- {"learn":[0.6295509884],"iteration":110,"passed_time":0.3062098301,"remaining_time":0.2455195935},
115
- {"learn":[0.6261120005],"iteration":111,"passed_time":0.3087810909,"remaining_time":0.2426137143},
116
- {"learn":[0.6236044192],"iteration":112,"passed_time":0.3108667351,"remaining_time":0.2393398757},
117
- {"learn":[0.6212460917],"iteration":113,"passed_time":0.3147462781,"remaining_time":0.2374401747},
118
- {"learn":[0.6177241089],"iteration":114,"passed_time":0.3172730121,"remaining_time":0.2345061394},
119
- {"learn":[0.6157604351],"iteration":115,"passed_time":0.3208725951,"remaining_time":0.2323560171},
120
- {"learn":[0.6132566809],"iteration":116,"passed_time":0.3243506609,"remaining_time":0.2300949133},
121
- {"learn":[0.6104162939],"iteration":117,"passed_time":0.3272222073,"remaining_time":0.2273917034},
122
- {"learn":[0.6079636357],"iteration":118,"passed_time":0.3320980971,"remaining_time":0.2260499653},
123
- {"learn":[0.6063102359],"iteration":119,"passed_time":0.3344039847,"remaining_time":0.2229359898},
124
- {"learn":[0.602804494],"iteration":120,"passed_time":0.3370299537,"remaining_time":0.2200443499},
125
- {"learn":[0.5991211844],"iteration":121,"passed_time":0.3402417508,"remaining_time":0.2175316112},
126
- {"learn":[0.5958434122],"iteration":122,"passed_time":0.3436152532,"remaining_time":0.2151087357},
127
- {"learn":[0.5932912801],"iteration":123,"passed_time":0.3477977428,"remaining_time":0.2131663585},
128
- {"learn":[0.5918961165],"iteration":124,"passed_time":0.3517753736,"remaining_time":0.2110652241},
129
- {"learn":[0.5896874223],"iteration":125,"passed_time":0.3565875142,"remaining_time":0.2094244131},
130
- {"learn":[0.5868596712],"iteration":126,"passed_time":0.3602695661,"remaining_time":0.2070840813},
131
- {"learn":[0.584461876],"iteration":127,"passed_time":0.3649399203,"remaining_time":0.2052787052},
132
- {"learn":[0.5808172852],"iteration":128,"passed_time":0.3689331973,"remaining_time":0.2030562559},
133
- {"learn":[0.5787637725],"iteration":129,"passed_time":0.3722759106,"remaining_time":0.2004562596},
134
- {"learn":[0.5750088728],"iteration":130,"passed_time":0.3759791372,"remaining_time":0.1980348127},
135
- {"learn":[0.5727294917],"iteration":131,"passed_time":0.3794834021,"remaining_time":0.1954914496},
136
- {"learn":[0.5707527172],"iteration":132,"passed_time":0.3821920647,"remaining_time":0.1925328446},
137
- {"learn":[0.5675028367],"iteration":133,"passed_time":0.3851115863,"remaining_time":0.1896818261},
138
- {"learn":[0.5651542372],"iteration":134,"passed_time":0.3882217981,"remaining_time":0.1869216065},
139
- {"learn":[0.5618670971],"iteration":135,"passed_time":0.3927050294,"remaining_time":0.1848023668},
140
- {"learn":[0.5595066967],"iteration":136,"passed_time":0.3956676022,"remaining_time":0.1819493353},
141
- {"learn":[0.5571694458],"iteration":137,"passed_time":0.4001506392,"remaining_time":0.1797778234},
142
- {"learn":[0.5549336755],"iteration":138,"passed_time":0.4037520981,"remaining_time":0.1771861725},
143
- {"learn":[0.5532775438],"iteration":139,"passed_time":0.4087391773,"remaining_time":0.1751739331},
144
- {"learn":[0.5514989197],"iteration":140,"passed_time":0.411726621,"remaining_time":0.1722827705},
145
- {"learn":[0.5486121339],"iteration":141,"passed_time":0.4146097058,"remaining_time":0.1693476263},
146
- {"learn":[0.546200445],"iteration":142,"passed_time":0.4174169846,"remaining_time":0.1663829938},
147
- {"learn":[0.5435735305],"iteration":143,"passed_time":0.4202148543,"remaining_time":0.1634168878},
148
- {"learn":[0.5412421678],"iteration":144,"passed_time":0.4238608527,"remaining_time":0.1607748062},
149
- {"learn":[0.5400257427],"iteration":145,"passed_time":0.4263110784,"remaining_time":0.1576767002},
150
- {"learn":[0.5377417958],"iteration":146,"passed_time":0.4288812993,"remaining_time":0.1546306726},
151
- {"learn":[0.5355061154],"iteration":147,"passed_time":0.4313176204,"remaining_time":0.1515440288},
152
- {"learn":[0.5336979056],"iteration":148,"passed_time":0.4338116174,"remaining_time":0.1484858556},
153
- {"learn":[0.5324000403],"iteration":149,"passed_time":0.4363812933,"remaining_time":0.1454604311},
154
- {"learn":[0.529710259],"iteration":150,"passed_time":0.4394058364,"remaining_time":0.1425886489},
155
- {"learn":[0.5261298352],"iteration":151,"passed_time":0.4414455199,"remaining_time":0.1394038484},
156
- {"learn":[0.524202506],"iteration":152,"passed_time":0.4439139696,"remaining_time":0.1363657292},
157
- {"learn":[0.5218890341],"iteration":153,"passed_time":0.4462542064,"remaining_time":0.133296711},
158
- {"learn":[0.5199542674],"iteration":154,"passed_time":0.4482562166,"remaining_time":0.1301389016},
159
- {"learn":[0.5170063595],"iteration":155,"passed_time":0.4506118413,"remaining_time":0.1270956475},
160
- {"learn":[0.514594135],"iteration":156,"passed_time":0.4521609358,"remaining_time":0.1238402563},
161
- {"learn":[0.5124848793],"iteration":157,"passed_time":0.4545419282,"remaining_time":0.1208276012},
162
- {"learn":[0.5080709565],"iteration":158,"passed_time":0.4561043113,"remaining_time":0.1176118035},
163
- {"learn":[0.5061450651],"iteration":159,"passed_time":0.4582040278,"remaining_time":0.114551007},
164
- {"learn":[0.5042162721],"iteration":160,"passed_time":0.4608628356,"remaining_time":0.1116375813},
165
- {"learn":[0.5021700926],"iteration":161,"passed_time":0.4633053655,"remaining_time":0.1086765672},
166
- {"learn":[0.4989800163],"iteration":162,"passed_time":0.4654599743,"remaining_time":0.1056565586},
167
- {"learn":[0.4964408967],"iteration":163,"passed_time":0.4668868699,"remaining_time":0.1024873617},
168
- {"learn":[0.494442716],"iteration":164,"passed_time":0.4691827867,"remaining_time":0.09952362141},
169
- {"learn":[0.4921323494],"iteration":165,"passed_time":0.4709758403,"remaining_time":0.09646493115},
170
- {"learn":[0.4892845676],"iteration":166,"passed_time":0.472396613,"remaining_time":0.09334783371},
171
- {"learn":[0.4867820408],"iteration":167,"passed_time":0.4739559897,"remaining_time":0.09027733137},
172
- {"learn":[0.4847887077],"iteration":168,"passed_time":0.4754034776,"remaining_time":0.0872041882},
173
- {"learn":[0.4819279446],"iteration":169,"passed_time":0.4779989746,"remaining_time":0.08435276022},
174
- {"learn":[0.4800765981],"iteration":170,"passed_time":0.4803958119,"remaining_time":0.08147063477},
175
- {"learn":[0.4776716805],"iteration":171,"passed_time":0.4823160856,"remaining_time":0.07851657207},
176
- {"learn":[0.4756304192],"iteration":172,"passed_time":0.4854884847,"remaining_time":0.07576987911},
177
- {"learn":[0.4738263312],"iteration":173,"passed_time":0.4879312439,"remaining_time":0.07290926634},
178
- {"learn":[0.4708585845],"iteration":174,"passed_time":0.4894284137,"remaining_time":0.06991834481},
179
- {"learn":[0.4695127327],"iteration":175,"passed_time":0.4920074919,"remaining_time":0.06709193072},
180
- {"learn":[0.4680357734],"iteration":176,"passed_time":0.4961005203,"remaining_time":0.06446503936},
181
- {"learn":[0.4656655379],"iteration":177,"passed_time":0.4984408508,"remaining_time":0.06160504898},
182
- {"learn":[0.4641295221],"iteration":178,"passed_time":0.5010592461,"remaining_time":0.05878348697},
183
- {"learn":[0.4629025785],"iteration":179,"passed_time":0.504364276,"remaining_time":0.05604047511},
184
- {"learn":[0.4611566405],"iteration":180,"passed_time":0.5073529219,"remaining_time":0.05325804152},
185
- {"learn":[0.4583394488],"iteration":181,"passed_time":0.5106075211,"remaining_time":0.05049964495},
186
- {"learn":[0.4557703947],"iteration":182,"passed_time":0.5136419013,"remaining_time":0.04771536788},
187
- {"learn":[0.453369136],"iteration":183,"passed_time":0.5166222961,"remaining_time":0.04492367792},
188
- {"learn":[0.4511683723],"iteration":184,"passed_time":0.5199995884,"remaining_time":0.04216212879},
189
- {"learn":[0.4489689354],"iteration":185,"passed_time":0.5228825324,"remaining_time":0.03935674975},
190
- {"learn":[0.4460674255],"iteration":186,"passed_time":0.5262561838,"remaining_time":0.03658465449},
191
- {"learn":[0.4442073274],"iteration":187,"passed_time":0.5294666654,"remaining_time":0.0337957446},
192
- {"learn":[0.4422920248],"iteration":188,"passed_time":0.5376520117,"remaining_time":0.03129191603},
193
- {"learn":[0.4410763507],"iteration":189,"passed_time":0.5469728587,"remaining_time":0.02878804519},
194
- {"learn":[0.4396820004],"iteration":190,"passed_time":0.5665997045,"remaining_time":0.0266984154},
195
- {"learn":[0.4384941295],"iteration":191,"passed_time":0.575229984,"remaining_time":0.023967916},
196
- {"learn":[0.4362369638],"iteration":192,"passed_time":0.5891084562,"remaining_time":0.02136662795},
197
- {"learn":[0.434566568],"iteration":193,"passed_time":0.6140525289,"remaining_time":0.01899131533},
198
- {"learn":[0.4327457921],"iteration":194,"passed_time":0.6171430138,"remaining_time":0.01582417984},
199
- {"learn":[0.4307460928],"iteration":195,"passed_time":0.6573115266,"remaining_time":0.01341452095},
200
- {"learn":[0.4291619818],"iteration":196,"passed_time":0.6628463548,"remaining_time":0.01009410693},
201
- {"learn":[0.4275679969],"iteration":197,"passed_time":0.6675992449,"remaining_time":0.006743426716},
202
- {"learn":[0.425495808],"iteration":198,"passed_time":0.7128578804,"remaining_time":0.003582200404},
203
- {"learn":[0.4246656913],"iteration":199,"passed_time":0.7163702655,"remaining_time":0}
204
  ]}
 
1
  {
2
  "meta":{"test_sets":[],"test_metrics":[],"learn_metrics":[{"best_value":"Min","name":"MultiClass"}],"launch_mode":"Train","parameters":"","iteration_count":200,"learn_sets":["learn"],"name":"experiment"},
3
  "iterations":[
4
+ {"learn":[1.091148423],"iteration":0,"passed_time":0.00282132088,"remaining_time":0.5614428552},
5
+ {"learn":[1.086418765],"iteration":1,"passed_time":0.004661279676,"remaining_time":0.461466688},
6
+ {"learn":[1.0773991],"iteration":2,"passed_time":0.00686823605,"remaining_time":0.4510141673},
7
+ {"learn":[1.071672289],"iteration":3,"passed_time":0.009224603804,"remaining_time":0.4520055864},
8
+ {"learn":[1.066004714],"iteration":4,"passed_time":0.011783565,"remaining_time":0.4595590352},
9
+ {"learn":[1.059330013],"iteration":5,"passed_time":0.01414772569,"remaining_time":0.4574431307},
10
+ {"learn":[1.05490226],"iteration":6,"passed_time":0.01652457928,"remaining_time":0.4556062573},
11
+ {"learn":[1.048588391],"iteration":7,"passed_time":0.01874668105,"remaining_time":0.4499203453},
12
+ {"learn":[1.043833033],"iteration":8,"passed_time":0.02056725855,"remaining_time":0.4364829315},
13
+ {"learn":[1.037311438],"iteration":9,"passed_time":0.02246572539,"remaining_time":0.4268487824},
14
+ {"learn":[1.031927739],"iteration":10,"passed_time":0.02500469334,"remaining_time":0.4296260947},
15
+ {"learn":[1.025841223],"iteration":11,"passed_time":0.0273518553,"remaining_time":0.4285123996},
16
+ {"learn":[1.021936274],"iteration":12,"passed_time":0.02974148281,"remaining_time":0.4278197913},
17
+ {"learn":[1.016038582],"iteration":13,"passed_time":0.03166456883,"remaining_time":0.4206864144},
18
+ {"learn":[1.011831586],"iteration":14,"passed_time":0.03329416411,"remaining_time":0.410628024},
19
+ {"learn":[1.007661983],"iteration":15,"passed_time":0.03589234115,"remaining_time":0.4127619232},
20
+ {"learn":[1.00331399],"iteration":16,"passed_time":0.03732309974,"remaining_time":0.4017721914},
21
+ {"learn":[0.9969175017],"iteration":17,"passed_time":0.03904952284,"remaining_time":0.3948340642},
22
+ {"learn":[0.9915381213],"iteration":18,"passed_time":0.04129692366,"remaining_time":0.3934075359},
23
+ {"learn":[0.987027199],"iteration":19,"passed_time":0.04352230508,"remaining_time":0.3917007457},
24
+ {"learn":[0.9806451898],"iteration":20,"passed_time":0.04767395464,"remaining_time":0.4063637086},
25
+ {"learn":[0.97625914],"iteration":21,"passed_time":0.05769974089,"remaining_time":0.4668433581},
26
+ {"learn":[0.9684721006],"iteration":22,"passed_time":0.08061496164,"remaining_time":0.6203847048},
27
+ {"learn":[0.9650061706],"iteration":23,"passed_time":0.09306077751,"remaining_time":0.6824457017},
28
+ {"learn":[0.9574638884],"iteration":24,"passed_time":0.10622083,"remaining_time":0.7435458098},
29
+ {"learn":[0.9535340201],"iteration":25,"passed_time":0.1209920735,"remaining_time":0.8097161843},
30
+ {"learn":[0.9493774514],"iteration":26,"passed_time":0.1297345247,"remaining_time":0.8312619547},
31
+ {"learn":[0.9458850596],"iteration":27,"passed_time":0.1384080506,"remaining_time":0.8502208825},
32
+ {"learn":[0.9407835813],"iteration":28,"passed_time":0.147551706,"remaining_time":0.8700462666},
33
+ {"learn":[0.9365937962],"iteration":29,"passed_time":0.1543006766,"remaining_time":0.8743705007},
34
+ {"learn":[0.9314428367],"iteration":30,"passed_time":0.1587093077,"remaining_time":0.86522171},
35
+ {"learn":[0.9270029216],"iteration":31,"passed_time":0.1619613449,"remaining_time":0.8502970607},
36
+ {"learn":[0.9234886611],"iteration":32,"passed_time":0.1646294734,"remaining_time":0.8331249109},
37
+ {"learn":[0.9183877748],"iteration":33,"passed_time":0.169222928,"remaining_time":0.8262060601},
38
+ {"learn":[0.9155318031],"iteration":34,"passed_time":0.1721472039,"remaining_time":0.811551104},
39
+ {"learn":[0.9112328302],"iteration":35,"passed_time":0.1750561636,"remaining_time":0.7974780786},
40
+ {"learn":[0.90756732],"iteration":36,"passed_time":0.1778744654,"remaining_time":0.7836091314},
41
+ {"learn":[0.9006450864],"iteration":37,"passed_time":0.1810274889,"remaining_time":0.7717487683},
42
+ {"learn":[0.898315496],"iteration":38,"passed_time":0.1877579839,"remaining_time":0.7751034722},
43
+ {"learn":[0.8949441838],"iteration":39,"passed_time":0.1906573888,"remaining_time":0.7626295554},
44
+ {"learn":[0.8903109401],"iteration":40,"passed_time":0.1937938245,"remaining_time":0.7515419046},
45
+ {"learn":[0.8866011593],"iteration":41,"passed_time":0.1964065181,"remaining_time":0.7388626158},
46
+ {"learn":[0.8818539442],"iteration":42,"passed_time":0.200377863,"remaining_time":0.7316121974},
47
+ {"learn":[0.8766400926],"iteration":43,"passed_time":0.2023094867,"remaining_time":0.7172790892},
48
+ {"learn":[0.8711942711],"iteration":44,"passed_time":0.2046830136,"remaining_time":0.7050192689},
49
+ {"learn":[0.8664049339],"iteration":45,"passed_time":0.2074059643,"remaining_time":0.6943590979},
50
+ {"learn":[0.8605692297],"iteration":46,"passed_time":0.2099182439,"remaining_time":0.6833508791},
51
+ {"learn":[0.855305651],"iteration":47,"passed_time":0.2128794227,"remaining_time":0.6741181719},
52
+ {"learn":[0.8498381077],"iteration":48,"passed_time":0.2167459054,"remaining_time":0.6679312594},
53
+ {"learn":[0.8457962609],"iteration":49,"passed_time":0.218386666,"remaining_time":0.6551599981},
54
+ {"learn":[0.8416413202],"iteration":50,"passed_time":0.2204240023,"remaining_time":0.6439838497},
55
+ {"learn":[0.8364743562],"iteration":51,"passed_time":0.2233911129,"remaining_time":0.6358054752},
56
+ {"learn":[0.8325194429],"iteration":52,"passed_time":0.2262674652,"remaining_time":0.627572026},
57
+ {"learn":[0.8284764993],"iteration":53,"passed_time":0.2291484016,"remaining_time":0.6195493822},
58
+ {"learn":[0.8236751265],"iteration":54,"passed_time":0.2311438446,"remaining_time":0.6093792266},
59
+ {"learn":[0.8181696307],"iteration":55,"passed_time":0.2329766587,"remaining_time":0.5990828366},
60
+ {"learn":[0.814313061],"iteration":56,"passed_time":0.2344071372,"remaining_time":0.588074046},
61
+ {"learn":[0.8115976577],"iteration":57,"passed_time":0.2373364472,"remaining_time":0.581065095},
62
+ {"learn":[0.807758466],"iteration":58,"passed_time":0.2402929971,"remaining_time":0.5742595354},
63
+ {"learn":[0.802321422],"iteration":59,"passed_time":0.2432855194,"remaining_time":0.567666212},
64
+ {"learn":[0.798807136],"iteration":60,"passed_time":0.2458100965,"remaining_time":0.5601246461},
65
+ {"learn":[0.7948400764],"iteration":61,"passed_time":0.2483936116,"remaining_time":0.5528761033},
66
+ {"learn":[0.7916880148],"iteration":62,"passed_time":0.2499576877,"remaining_time":0.5435587812},
67
+ {"learn":[0.7873311755],"iteration":63,"passed_time":0.2520703854,"remaining_time":0.5356495691},
68
+ {"learn":[0.7827613451],"iteration":64,"passed_time":0.2549412732,"remaining_time":0.5294934135},
69
+ {"learn":[0.7786702385],"iteration":65,"passed_time":0.2581479894,"remaining_time":0.5241186452},
70
+ {"learn":[0.7764977254],"iteration":66,"passed_time":0.2605647051,"remaining_time":0.5172403848},
71
+ {"learn":[0.7730194967],"iteration":67,"passed_time":0.2630132522,"remaining_time":0.5105551367},
72
+ {"learn":[0.7696007626],"iteration":68,"passed_time":0.2654128606,"remaining_time":0.5038997788},
73
+ {"learn":[0.7642752146],"iteration":69,"passed_time":0.2680231461,"remaining_time":0.4977572714},
74
+ {"learn":[0.760253606],"iteration":70,"passed_time":0.2703621365,"remaining_time":0.4912213467},
75
+ {"learn":[0.7577785571],"iteration":71,"passed_time":0.2723268734,"remaining_time":0.4841366639},
76
+ {"learn":[0.7539434543],"iteration":72,"passed_time":0.2750061922,"remaining_time":0.4784354303},
77
+ {"learn":[0.7495444532],"iteration":73,"passed_time":0.2772363226,"remaining_time":0.4720510358},
78
+ {"learn":[0.7455923189],"iteration":74,"passed_time":0.2801728829,"remaining_time":0.4669548049},
79
+ {"learn":[0.7429488753],"iteration":75,"passed_time":0.2820680153,"remaining_time":0.4602162355},
80
+ {"learn":[0.7400940248],"iteration":76,"passed_time":0.2838023389,"remaining_time":0.4533465933},
81
+ {"learn":[0.737176055],"iteration":77,"passed_time":0.2862566885,"remaining_time":0.4477348204},
82
+ {"learn":[0.7334430947],"iteration":78,"passed_time":0.2886098781,"remaining_time":0.4420480412},
83
+ {"learn":[0.7307758227],"iteration":79,"passed_time":0.2907228845,"remaining_time":0.4360843268},
84
+ {"learn":[0.7271924097],"iteration":80,"passed_time":0.2926877115,"remaining_time":0.4299979959},
85
+ {"learn":[0.7233691229],"iteration":81,"passed_time":0.2951436988,"remaining_time":0.4247189812},
86
+ {"learn":[0.7199860815],"iteration":82,"passed_time":0.2976942861,"remaining_time":0.419641343},
87
+ {"learn":[0.7166443842],"iteration":83,"passed_time":0.2999935398,"remaining_time":0.4142767931},
88
+ {"learn":[0.7120905194],"iteration":84,"passed_time":0.3025034543,"remaining_time":0.4092693794},
89
+ {"learn":[0.7080689226],"iteration":85,"passed_time":0.3052517734,"remaining_time":0.4046360717},
90
+ {"learn":[0.7049974284],"iteration":86,"passed_time":0.3065849766,"remaining_time":0.398208073},
91
+ {"learn":[0.7008658577],"iteration":87,"passed_time":0.3087478548,"remaining_time":0.3929518152},
92
+ {"learn":[0.6968041294],"iteration":88,"passed_time":0.3113987764,"remaining_time":0.3883737549},
93
+ {"learn":[0.6949067976],"iteration":89,"passed_time":0.314102279,"remaining_time":0.3839027854},
94
+ {"learn":[0.6923908515],"iteration":90,"passed_time":0.3160477997,"remaining_time":0.378562749},
95
+ {"learn":[0.6874475769],"iteration":91,"passed_time":0.3187214071,"remaining_time":0.3741512171},
96
+ {"learn":[0.6834969954],"iteration":92,"passed_time":0.3207574415,"remaining_time":0.3690435079},
97
+ {"learn":[0.6797426739],"iteration":93,"passed_time":0.3226379974,"remaining_time":0.3638258268},
98
+ {"learn":[0.676311281],"iteration":94,"passed_time":0.3251686663,"remaining_time":0.359396947},
99
+ {"learn":[0.6732950825],"iteration":95,"passed_time":0.328981045,"remaining_time":0.3563961321},
100
+ {"learn":[0.670343132],"iteration":96,"passed_time":0.3310233733,"remaining_time":0.3514990459},
101
+ {"learn":[0.6672527936],"iteration":97,"passed_time":0.3338898708,"remaining_time":0.3475180288},
102
+ {"learn":[0.6654513235],"iteration":98,"passed_time":0.3363799535,"remaining_time":0.3431755081},
103
+ {"learn":[0.6629430399],"iteration":99,"passed_time":0.3386832141,"remaining_time":0.3386832141},
104
+ {"learn":[0.6599425476],"iteration":100,"passed_time":0.3414548313,"remaining_time":0.3346933495},
105
+ {"learn":[0.6563456648],"iteration":101,"passed_time":0.3435269652,"remaining_time":0.3300553195},
106
+ {"learn":[0.6533420617],"iteration":102,"passed_time":0.3458327628,"remaining_time":0.325687165},
107
+ {"learn":[0.6521604983],"iteration":103,"passed_time":0.3474527952,"remaining_time":0.3207256571},
108
+ {"learn":[0.6486732019],"iteration":104,"passed_time":0.3493654418,"remaining_time":0.3160925425},
109
+ {"learn":[0.6452204016],"iteration":105,"passed_time":0.3512939785,"remaining_time":0.3115248489},
110
+ {"learn":[0.6428646774],"iteration":106,"passed_time":0.3530746596,"remaining_time":0.3068779752},
111
+ {"learn":[0.6392699247],"iteration":107,"passed_time":0.3555656343,"remaining_time":0.302889244},
112
+ {"learn":[0.6357158219],"iteration":108,"passed_time":0.357897057,"remaining_time":0.2987947907},
113
+ {"learn":[0.6328221906],"iteration":109,"passed_time":0.360163507,"remaining_time":0.294679233},
114
+ {"learn":[0.6295509884],"iteration":110,"passed_time":0.36264645,"remaining_time":0.290770577},
115
+ {"learn":[0.6261120005],"iteration":111,"passed_time":0.3645674342,"remaining_time":0.2864458411},
116
+ {"learn":[0.6236044192],"iteration":112,"passed_time":0.3665369016,"remaining_time":0.2822009773},
117
+ {"learn":[0.6212460917],"iteration":113,"passed_time":0.3679470133,"remaining_time":0.2775740626},
118
+ {"learn":[0.6177241089],"iteration":114,"passed_time":0.3701892461,"remaining_time":0.2736181385},
119
+ {"learn":[0.6157604351],"iteration":115,"passed_time":0.3723852712,"remaining_time":0.2696582998},
120
+ {"learn":[0.6132566809],"iteration":116,"passed_time":0.374601129,"remaining_time":0.2657426813},
121
+ {"learn":[0.6104162939],"iteration":117,"passed_time":0.3771927004,"remaining_time":0.2621169613},
122
+ {"learn":[0.6079636357],"iteration":118,"passed_time":0.3787314159,"remaining_time":0.2577919721},
123
+ {"learn":[0.6063102359],"iteration":119,"passed_time":0.3800805327,"remaining_time":0.2533870218},
124
+ {"learn":[0.602804494],"iteration":120,"passed_time":0.3818635245,"remaining_time":0.2493158548},
125
+ {"learn":[0.5991211844],"iteration":121,"passed_time":0.3832718363,"remaining_time":0.2450426494},
126
+ {"learn":[0.5958434122],"iteration":122,"passed_time":0.3852467789,"remaining_time":0.2411707478},
127
+ {"learn":[0.5932912801],"iteration":123,"passed_time":0.3872305242,"remaining_time":0.2373348374},
128
+ {"learn":[0.5918961165],"iteration":124,"passed_time":0.3893693878,"remaining_time":0.2336216327},
129
+ {"learn":[0.5896874223],"iteration":125,"passed_time":0.3914201661,"remaining_time":0.2298816848},
130
+ {"learn":[0.5868596712],"iteration":126,"passed_time":0.3941199966,"remaining_time":0.2265414154},
131
+ {"learn":[0.584461876],"iteration":127,"passed_time":0.3958663077,"remaining_time":0.2226747981},
132
+ {"learn":[0.5808172852],"iteration":128,"passed_time":0.4007838151,"remaining_time":0.2205864409},
133
+ {"learn":[0.5787637725],"iteration":129,"passed_time":0.4068101448,"remaining_time":0.2190516165},
134
+ {"learn":[0.5750088728],"iteration":130,"passed_time":0.4146420973,"remaining_time":0.2183992726},
135
+ {"learn":[0.5727294917],"iteration":131,"passed_time":0.420835855,"remaining_time":0.2167942283},
136
+ {"learn":[0.5707527172],"iteration":132,"passed_time":0.4282958359,"remaining_time":0.2157580527},
137
+ {"learn":[0.5675028367],"iteration":133,"passed_time":0.4351253386,"remaining_time":0.2143154653},
138
+ {"learn":[0.5651542372],"iteration":134,"passed_time":0.4419929698,"remaining_time":0.2128114299},
139
+ {"learn":[0.5618670971],"iteration":135,"passed_time":0.4522148581,"remaining_time":0.2128069921},
140
+ {"learn":[0.5595066967],"iteration":136,"passed_time":0.4781720255,"remaining_time":0.2198893256},
141
+ {"learn":[0.5571694458],"iteration":137,"passed_time":0.4879483047,"remaining_time":0.2192231514},
142
+ {"learn":[0.5549336755],"iteration":138,"passed_time":0.4951066577,"remaining_time":0.2172770224},
143
+ {"learn":[0.5532775438],"iteration":139,"passed_time":0.5011632957,"remaining_time":0.2147842696},
144
+ {"learn":[0.5514989197],"iteration":140,"passed_time":0.5063335673,"remaining_time":0.2118700743},
145
+ {"learn":[0.5486121339],"iteration":141,"passed_time":0.5122684628,"remaining_time":0.2092364144},
146
+ {"learn":[0.546200445],"iteration":142,"passed_time":0.5159091414,"remaining_time":0.2056421053},
147
+ {"learn":[0.5435735305],"iteration":143,"passed_time":0.5191018998,"remaining_time":0.201872961},
148
+ {"learn":[0.5412421678],"iteration":144,"passed_time":0.521702871,"remaining_time":0.1978872959},
149
+ {"learn":[0.5400257427],"iteration":145,"passed_time":0.5238612043,"remaining_time":0.1937568838},
150
+ {"learn":[0.5377417958],"iteration":146,"passed_time":0.5276108955,"remaining_time":0.1902270576},
151
+ {"learn":[0.5355061154],"iteration":147,"passed_time":0.5300877322,"remaining_time":0.186247041},
152
+ {"learn":[0.5336979056],"iteration":148,"passed_time":0.5328222124,"remaining_time":0.1823753882},
153
+ {"learn":[0.5324000403],"iteration":149,"passed_time":0.5353904443,"remaining_time":0.1784634814},
154
+ {"learn":[0.529710259],"iteration":150,"passed_time":0.5381127569,"remaining_time":0.1746193714},
155
+ {"learn":[0.5261298352],"iteration":151,"passed_time":0.542975469,"remaining_time":0.1714659376},
156
+ {"learn":[0.524202506],"iteration":152,"passed_time":0.5458683536,"remaining_time":0.1676850498},
157
+ {"learn":[0.5218890341],"iteration":153,"passed_time":0.5479374329,"remaining_time":0.1636696228},
158
+ {"learn":[0.5199542674],"iteration":154,"passed_time":0.5499653081,"remaining_time":0.1596673475},
159
+ {"learn":[0.5170063595],"iteration":155,"passed_time":0.5522630441,"remaining_time":0.1557664996},
160
+ {"learn":[0.514594135],"iteration":156,"passed_time":0.5558652196,"remaining_time":0.1522433404},
161
+ {"learn":[0.5124848793],"iteration":157,"passed_time":0.5601070832,"remaining_time":0.1488892246},
162
+ {"learn":[0.5080709565],"iteration":158,"passed_time":0.5630406954,"remaining_time":0.1451865944},
163
+ {"learn":[0.5061450651],"iteration":159,"passed_time":0.5684726582,"remaining_time":0.1421181646},
164
+ {"learn":[0.5042162721],"iteration":160,"passed_time":0.5760691223,"remaining_time":0.1395446942},
165
+ {"learn":[0.5021700926],"iteration":161,"passed_time":0.5788425276,"remaining_time":0.1357778768},
166
+ {"learn":[0.4989800163],"iteration":162,"passed_time":0.5814199747,"remaining_time":0.1319787673},
167
+ {"learn":[0.4964408967],"iteration":163,"passed_time":0.5843230052,"remaining_time":0.1282660255},
168
+ {"learn":[0.494442716],"iteration":164,"passed_time":0.5874847574,"remaining_time":0.1246179788},
169
+ {"learn":[0.4921323494],"iteration":165,"passed_time":0.5914682955,"remaining_time":0.1211441087},
170
+ {"learn":[0.4892845676],"iteration":166,"passed_time":0.5942250571,"remaining_time":0.1174217179},
171
+ {"learn":[0.4867820408],"iteration":167,"passed_time":0.5973976121,"remaining_time":0.1137900214},
172
+ {"learn":[0.4847887077],"iteration":168,"passed_time":0.6003783558,"remaining_time":0.1101285741},
173
+ {"learn":[0.4819279446],"iteration":169,"passed_time":0.6021641262,"remaining_time":0.1062642576},
174
+ {"learn":[0.4800765981],"iteration":170,"passed_time":0.6036769811,"remaining_time":0.1023779676},
175
+ {"learn":[0.4776716805],"iteration":171,"passed_time":0.6070431417,"remaining_time":0.09882097655},
176
+ {"learn":[0.4756304192],"iteration":172,"passed_time":0.6089885033,"remaining_time":0.09504444849},
177
+ {"learn":[0.4738263312],"iteration":173,"passed_time":0.6111772912,"remaining_time":0.09132534236},
178
+ {"learn":[0.4708585845],"iteration":174,"passed_time":0.6131144527,"remaining_time":0.08758777896},
179
+ {"learn":[0.4695127327],"iteration":175,"passed_time":0.6153722409,"remaining_time":0.08391439648},
180
+ {"learn":[0.4680357734],"iteration":176,"passed_time":0.6178598629,"remaining_time":0.08028687484},
181
+ {"learn":[0.4656655379],"iteration":177,"passed_time":0.6200927552,"remaining_time":0.07664067761},
182
+ {"learn":[0.4641295221],"iteration":178,"passed_time":0.6234510855,"remaining_time":0.07314230612},
183
+ {"learn":[0.4629025785],"iteration":179,"passed_time":0.6251597123,"remaining_time":0.06946219026},
184
+ {"learn":[0.4611566405],"iteration":180,"passed_time":0.6275776105,"remaining_time":0.06587831271},
185
+ {"learn":[0.4583394488],"iteration":181,"passed_time":0.6303844571,"remaining_time":0.06234571554},
186
+ {"learn":[0.4557703947],"iteration":182,"passed_time":0.6328000346,"remaining_time":0.05878470267},
187
+ {"learn":[0.453369136],"iteration":183,"passed_time":0.635321629,"remaining_time":0.05524535904},
188
+ {"learn":[0.4511683723],"iteration":184,"passed_time":0.6376511671,"remaining_time":0.05170144598},
189
+ {"learn":[0.4489689354],"iteration":185,"passed_time":0.6394511361,"remaining_time":0.04813073067},
190
+ {"learn":[0.4460674255],"iteration":186,"passed_time":0.6411012041,"remaining_time":0.0445685329},
191
+ {"learn":[0.4442073274],"iteration":187,"passed_time":0.6428618492,"remaining_time":0.04103373506},
192
+ {"learn":[0.4422920248],"iteration":188,"passed_time":0.6443135751,"remaining_time":0.03749973189},
193
+ {"learn":[0.4410763507],"iteration":189,"passed_time":0.6465920922,"remaining_time":0.03403116275},
194
+ {"learn":[0.4396820004],"iteration":190,"passed_time":0.6490610492,"remaining_time":0.0305840285},
195
+ {"learn":[0.4384941295],"iteration":191,"passed_time":0.6511965491,"remaining_time":0.02713318954},
196
+ {"learn":[0.4362369638],"iteration":192,"passed_time":0.6528933411,"remaining_time":0.02368006936},
197
+ {"learn":[0.434566568],"iteration":193,"passed_time":0.6549387261,"remaining_time":0.02025583689},
198
+ {"learn":[0.4327457921],"iteration":194,"passed_time":0.6562730476,"remaining_time":0.01682751404},
199
+ {"learn":[0.4307460928],"iteration":195,"passed_time":0.6580760406,"remaining_time":0.01343012328},
200
+ {"learn":[0.4291619818],"iteration":196,"passed_time":0.6599830219,"remaining_time":0.01005050287},
201
+ {"learn":[0.4275679969],"iteration":197,"passed_time":0.6664784173,"remaining_time":0.006732105225},
202
+ {"learn":[0.425495808],"iteration":198,"passed_time":0.6736799319,"remaining_time":0.003385326291},
203
+ {"learn":[0.4246656913],"iteration":199,"passed_time":0.6791263424,"remaining_time":0}
204
  ]}
webapp/catboost_info/learn/events.out.tfevents CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3104e0d1ae81aceb103c0bb64154e992de75fa588f616512654904af5f1d1794
3
  size 12070
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f42e6245f9499a077aee7363d2094a4ec9f7ee73c1de24594f6bb1c91d6c8e5f
3
  size 12070
webapp/catboost_info/time_left.tsv CHANGED
@@ -1,201 +1,201 @@
1
  iter Passed Remaining
2
- 0 3 686
3
- 1 5 542
4
- 2 8 528
5
- 3 10 500
6
- 4 12 495
7
- 5 15 494
8
- 6 17 472
9
- 7 19 467
10
- 8 21 452
11
- 9 23 439
12
- 10 25 434
13
- 11 27 438
14
- 12 30 438
15
- 13 31 423
16
- 14 33 415
17
- 15 36 415
18
- 16 37 404
19
- 17 39 403
20
- 18 42 402
21
- 19 44 404
22
- 20 46 397
23
- 21 48 388
24
- 22 50 390
25
- 23 52 384
26
- 24 54 379
27
- 25 56 380
28
- 26 59 380
29
- 27 61 377
30
- 28 63 375
31
- 29 66 378
32
- 30 68 373
33
- 31 69 367
34
- 32 72 366
35
- 33 74 365
36
- 34 76 360
37
- 35 78 355
38
- 36 80 353
39
- 37 82 353
40
- 38 84 349
41
- 39 86 346
42
- 40 88 344
43
- 41 90 342
44
- 42 92 337
45
- 43 94 334
46
- 44 96 332
47
- 45 99 331
48
- 46 100 326
49
- 47 102 323
50
- 48 103 320
51
- 49 105 316
52
- 50 107 313
53
- 51 109 310
54
- 52 110 307
55
- 53 112 304
56
- 54 115 303
57
- 55 117 300
58
- 56 118 297
59
- 57 120 295
60
- 58 122 293
61
- 59 125 292
62
- 60 127 291
63
- 61 129 288
64
- 62 132 287
65
- 63 133 284
66
- 64 135 281
67
- 65 176 358
68
- 66 192 381
69
- 67 199 387
70
- 68 205 390
71
- 69 208 387
72
- 70 212 386
73
- 71 216 384
74
- 72 219 382
75
- 73 223 380
76
- 74 227 379
77
- 75 231 378
78
- 76 234 375
79
- 77 237 371
80
- 78 240 367
81
- 79 243 364
82
- 80 245 360
83
- 81 248 356
84
- 82 250 353
85
- 83 252 349
86
- 84 255 345
87
- 85 257 341
88
- 86 259 336
89
- 87 261 332
90
- 88 263 328
91
- 89 265 324
92
- 90 267 320
93
- 91 270 317
94
- 92 272 313
95
- 93 274 309
96
- 94 276 305
97
- 95 278 301
98
- 96 279 296
99
- 97 281 293
100
- 98 284 290
101
- 99 286 286
102
- 100 287 282
103
- 101 289 278
104
- 102 292 275
105
- 103 293 270
106
- 104 294 266
107
- 105 296 262
108
- 106 298 259
109
- 107 300 256
110
- 108 302 252
111
- 109 303 248
112
- 110 306 245
113
- 111 308 242
114
- 112 310 239
115
- 113 314 237
116
- 114 317 234
117
- 115 320 232
118
- 116 324 230
119
- 117 327 227
120
- 118 332 226
121
- 119 334 222
122
- 120 337 220
123
- 121 340 217
124
- 122 343 215
125
- 123 347 213
126
- 124 351 211
127
- 125 356 209
128
- 126 360 207
129
- 127 364 205
130
- 128 368 203
131
- 129 372 200
132
- 130 375 198
133
- 131 379 195
134
- 132 382 192
135
- 133 385 189
136
- 134 388 186
137
- 135 392 184
138
- 136 395 181
139
- 137 400 179
140
- 138 403 177
141
- 139 408 175
142
- 140 411 172
143
- 141 414 169
144
- 142 417 166
145
- 143 420 163
146
- 144 423 160
147
- 145 426 157
148
- 146 428 154
149
- 147 431 151
150
- 148 433 148
151
- 149 436 145
152
- 150 439 142
153
- 151 441 139
154
- 152 443 136
155
- 153 446 133
156
- 154 448 130
157
- 155 450 127
158
- 156 452 123
159
- 157 454 120
160
- 158 456 117
161
- 159 458 114
162
- 160 460 111
163
- 161 463 108
164
- 162 465 105
165
- 163 466 102
166
- 164 469 99
167
- 165 470 96
168
- 166 472 93
169
- 167 473 90
170
- 168 475 87
171
- 169 477 84
172
- 170 480 81
173
- 171 482 78
174
- 172 485 75
175
- 173 487 72
176
- 174 489 69
177
- 175 492 67
178
- 176 496 64
179
- 177 498 61
180
- 178 501 58
181
- 179 504 56
182
- 180 507 53
183
- 181 510 50
184
- 182 513 47
185
- 183 516 44
186
- 184 519 42
187
- 185 522 39
188
- 186 526 36
189
- 187 529 33
190
- 188 537 31
191
- 189 546 28
192
- 190 566 26
193
- 191 575 23
194
- 192 589 21
195
- 193 614 18
196
- 194 617 15
197
- 195 657 13
198
- 196 662 10
199
- 197 667 6
200
- 198 712 3
201
- 199 716 0
 
1
  iter Passed Remaining
2
+ 0 2 561
3
+ 1 4 461
4
+ 2 6 451
5
+ 3 9 452
6
+ 4 11 459
7
+ 5 14 457
8
+ 6 16 455
9
+ 7 18 449
10
+ 8 20 436
11
+ 9 22 426
12
+ 10 25 429
13
+ 11 27 428
14
+ 12 29 427
15
+ 13 31 420
16
+ 14 33 410
17
+ 15 35 412
18
+ 16 37 401
19
+ 17 39 394
20
+ 18 41 393
21
+ 19 43 391
22
+ 20 47 406
23
+ 21 57 466
24
+ 22 80 620
25
+ 23 93 682
26
+ 24 106 743
27
+ 25 120 809
28
+ 26 129 831
29
+ 27 138 850
30
+ 28 147 870
31
+ 29 154 874
32
+ 30 158 865
33
+ 31 161 850
34
+ 32 164 833
35
+ 33 169 826
36
+ 34 172 811
37
+ 35 175 797
38
+ 36 177 783
39
+ 37 181 771
40
+ 38 187 775
41
+ 39 190 762
42
+ 40 193 751
43
+ 41 196 738
44
+ 42 200 731
45
+ 43 202 717
46
+ 44 204 705
47
+ 45 207 694
48
+ 46 209 683
49
+ 47 212 674
50
+ 48 216 667
51
+ 49 218 655
52
+ 50 220 643
53
+ 51 223 635
54
+ 52 226 627
55
+ 53 229 619
56
+ 54 231 609
57
+ 55 232 599
58
+ 56 234 588
59
+ 57 237 581
60
+ 58 240 574
61
+ 59 243 567
62
+ 60 245 560
63
+ 61 248 552
64
+ 62 249 543
65
+ 63 252 535
66
+ 64 254 529
67
+ 65 258 524
68
+ 66 260 517
69
+ 67 263 510
70
+ 68 265 503
71
+ 69 268 497
72
+ 70 270 491
73
+ 71 272 484
74
+ 72 275 478
75
+ 73 277 472
76
+ 74 280 466
77
+ 75 282 460
78
+ 76 283 453
79
+ 77 286 447
80
+ 78 288 442
81
+ 79 290 436
82
+ 80 292 429
83
+ 81 295 424
84
+ 82 297 419
85
+ 83 299 414
86
+ 84 302 409
87
+ 85 305 404
88
+ 86 306 398
89
+ 87 308 392
90
+ 88 311 388
91
+ 89 314 383
92
+ 90 316 378
93
+ 91 318 374
94
+ 92 320 369
95
+ 93 322 363
96
+ 94 325 359
97
+ 95 328 356
98
+ 96 331 351
99
+ 97 333 347
100
+ 98 336 343
101
+ 99 338 338
102
+ 100 341 334
103
+ 101 343 330
104
+ 102 345 325
105
+ 103 347 320
106
+ 104 349 316
107
+ 105 351 311
108
+ 106 353 306
109
+ 107 355 302
110
+ 108 357 298
111
+ 109 360 294
112
+ 110 362 290
113
+ 111 364 286
114
+ 112 366 282
115
+ 113 367 277
116
+ 114 370 273
117
+ 115 372 269
118
+ 116 374 265
119
+ 117 377 262
120
+ 118 378 257
121
+ 119 380 253
122
+ 120 381 249
123
+ 121 383 245
124
+ 122 385 241
125
+ 123 387 237
126
+ 124 389 233
127
+ 125 391 229
128
+ 126 394 226
129
+ 127 395 222
130
+ 128 400 220
131
+ 129 406 219
132
+ 130 414 218
133
+ 131 420 216
134
+ 132 428 215
135
+ 133 435 214
136
+ 134 441 212
137
+ 135 452 212
138
+ 136 478 219
139
+ 137 487 219
140
+ 138 495 217
141
+ 139 501 214
142
+ 140 506 211
143
+ 141 512 209
144
+ 142 515 205
145
+ 143 519 201
146
+ 144 521 197
147
+ 145 523 193
148
+ 146 527 190
149
+ 147 530 186
150
+ 148 532 182
151
+ 149 535 178
152
+ 150 538 174
153
+ 151 542 171
154
+ 152 545 167
155
+ 153 547 163
156
+ 154 549 159
157
+ 155 552 155
158
+ 156 555 152
159
+ 157 560 148
160
+ 158 563 145
161
+ 159 568 142
162
+ 160 576 139
163
+ 161 578 135
164
+ 162 581 131
165
+ 163 584 128
166
+ 164 587 124
167
+ 165 591 121
168
+ 166 594 117
169
+ 167 597 113
170
+ 168 600 110
171
+ 169 602 106
172
+ 170 603 102
173
+ 171 607 98
174
+ 172 608 95
175
+ 173 611 91
176
+ 174 613 87
177
+ 175 615 83
178
+ 176 617 80
179
+ 177 620 76
180
+ 178 623 73
181
+ 179 625 69
182
+ 180 627 65
183
+ 181 630 62
184
+ 182 632 58
185
+ 183 635 55
186
+ 184 637 51
187
+ 185 639 48
188
+ 186 641 44
189
+ 187 642 41
190
+ 188 644 37
191
+ 189 646 34
192
+ 190 649 30
193
+ 191 651 27
194
+ 192 652 23
195
+ 193 654 20
196
+ 194 656 16
197
+ 195 658 13
198
+ 196 659 10
199
+ 197 666 6
200
+ 198 673 3
201
+ 199 679 0
webapp/ensemble.py CHANGED
@@ -22,7 +22,7 @@ N_FOLDS = int(os.getenv("N_FOLDS", "5"))
22
  RAND = int(os.getenv("RANDOM_STATE", "42"))
23
 
24
  # Sklearn-native builders safe to use in StackingClassifier/Regressor
25
- SKLEARN_SAFE = {"XGBoost", "LightGBM", "CatBoost", "TabPFN", "SAP RPT-1 OSS"}
26
 
27
 
28
  # ── Model selection ────────────────────────────────────────────────────────────
 
22
  RAND = int(os.getenv("RANDOM_STATE", "42"))
23
 
24
  # Sklearn-native builders safe to use in StackingClassifier/Regressor
25
+ SKLEARN_SAFE = {"XGBoost", "LightGBM", "CatBoost"}
26
 
27
 
28
  # ── Model selection ────────────────────────────────────────────────────────────