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add catboost params and EDA

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skylights
2024-03-30 06:48:04 +03:00
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parent c03f1aaabd
commit 4fee048d8b
13 changed files with 13201 additions and 491 deletions
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notebooks/catboost_info/catboost_training.json Normal file
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1 iter MultiClass
2 0 6.078499681
3 1 5.991063457
4 2 5.898436836
5 3 5.805732488
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8 6 5.532086721
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28 26 3.92555106
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32 30 3.638270621
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301 299 0.08896004813

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iter MultiClass
0 6.143380737
1 6.108445231
2 6.072753906
3 6.047633362
4 6.004778035
5 5.978134155
6 5.926335144
7 5.914678955
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10 5.773718262
11 5.72849528
12 5.673394775
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16 5.517518107
17 5.484057109
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19 5.415212504
20 5.381733195
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22 5.288017782
23 5.2396993
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25 5.159866333
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28 5.026649984
29 5.011444092
30 4.959799194
31 4.920832825
32 4.877953084
33 4.849810282
34 4.815338643
35 4.776681519
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38 4.679523722
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67 3.99345754
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147 2.967378235
148 2.958194478
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150 2.958148702
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215 2.668640137
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220 2.648450979
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230 2.614328003
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245 2.580301921
246 2.578103129
247 2.574314372
248 2.571098328
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250 2.562774913
251 2.560464986
252 2.556700134
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255 2.547454325
256 2.543757884
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261 2.532792155
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263 2.530929057
264 2.528061422
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266 2.522659302
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268 2.520006816
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270 2.512597148
271 2.510016886
272 2.506180064
273 2.504200999
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275 2.499539185
276 2.497013346
277 2.496445719
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286 2.476701101
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288 2.472135925
289 2.4681132
290 2.464863586
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293 2.460537211
294 2.459563446
295 2.455620829
296 2.453143056
297 2.450398509
298 2.449183655
299 2.447476705
1 iter MultiClass
2 0 6.143380737
3 1 6.108445231
4 2 6.072753906
5 3 6.047633362
6 4 6.004778035
7 5 5.978134155
8 6 5.926335144
9 7 5.914678955
10 8 5.850991821
11 9 5.821012878
12 10 5.773718262
13 11 5.72849528
14 12 5.673394775
15 13 5.630985006
16 14 5.614907837
17 15 5.561262512
18 16 5.517518107
19 17 5.484057109
20 18 5.440280151
21 19 5.415212504
22 20 5.381733195
23 21 5.337381999
24 22 5.288017782
25 23 5.2396993
26 24 5.204029846
27 25 5.159866333
28 26 5.113316854
29 27 5.086751811
30 28 5.026649984
31 29 5.011444092
32 30 4.959799194
33 31 4.920832825
34 32 4.877953084
35 33 4.849810282
36 34 4.815338643
37 35 4.776681519
38 36 4.72350057
39 37 4.701003011
40 38 4.679523722
41 39 4.635553487
42 40 4.602672323
43 41 4.567190552
44 42 4.55257314
45 43 4.513031006
46 44 4.473584493
47 45 4.443353271
48 46 4.417890422
49 47 4.397577413
50 48 4.366633606
51 49 4.335512288
52 50 4.333229574
53 51 4.311673991
54 52 4.307272847
55 53 4.289919027
56 54 4.263577271
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58 56 4.187989807
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60 58 4.134202321
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62 60 4.095328522
63 61 4.081379191
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65 63 4.045982615
66 64 4.027751668
67 65 4.021947734
68 66 4.00438741
69 67 3.99345754
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78 76 3.79955012
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80 78 3.754454549
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