add catboost params and EDA

2024-03-30 06:48:04 +03:00
parent c03f1aaabd
commit 4fee048d8b
13 changed files with 13201 additions and 491 deletions
--- a/notebooks/catboost_info/test_error.tsv
+++ b/notebooks/catboost_info/test_error.tsv
@@ -0,0 +1,301 @@
+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
+8	5.850991821
+9	5.821012878
+10	5.773718262
+11	5.72849528
+12	5.673394775
+13	5.630985006
+14	5.614907837
+15	5.561262512
+16	5.517518107
+17	5.484057109
+18	5.440280151
+19	5.415212504
+20	5.381733195
+21	5.337381999
+22	5.288017782
+23	5.2396993
+24	5.204029846
+25	5.159866333
+26	5.113316854
+27	5.086751811
+28	5.026649984
+29	5.011444092
+30	4.959799194
+31	4.920832825
+32	4.877953084
+33	4.849810282
+34	4.815338643
+35	4.776681519
+36	4.72350057
+37	4.701003011
+38	4.679523722
+39	4.635553487
+40	4.602672323
+41	4.567190552
+42	4.55257314
+43	4.513031006
+44	4.473584493
+45	4.443353271
+46	4.417890422
+47	4.397577413
+48	4.366633606
+49	4.335512288
+50	4.333229574
+51	4.311673991
+52	4.307272847
+53	4.289919027
+54	4.263577271
+55	4.222731527
+56	4.187989807
+57	4.152557373
+58	4.134202321
+59	4.111023966
+60	4.095328522
+61	4.081379191
+62	4.072707367
+63	4.045982615
+64	4.027751668
+65	4.021947734
+66	4.00438741
+67	3.99345754
+68	3.975864665
+69	3.947286224
+70	3.935533396
+71	3.917481486
+72	3.897299194
+73	3.876349894
+74	3.837306213
+75	3.817653656
+76	3.79955012
+77	3.777655538
+78	3.754454549
+79	3.738656108
+80	3.725329844
+81	3.692279561
+82	3.665992228
+83	3.636715444
+84	3.615631612
+85	3.587188466
+86	3.57365214
+87	3.562523397
+88	3.549553426
+89	3.520524597
+90	3.509105937
+91	3.49063975
+92	3.48337326
+93	3.461991882
+94	3.454595947
+95	3.440836589
+96	3.431393178
+97	3.412644958
+98	3.394711304
+99	3.388584137
+100	3.377462769
+101	3.357720947
+102	3.348424784
+103	3.33727061
+104	3.330624898
+105	3.328591919
+106	3.311295573
+107	3.292128754
+108	3.276170095
+109	3.265556081
+110	3.25706838
+111	3.244795481
+112	3.239033
+113	3.227839661
+114	3.215222168
+115	3.204631551
+116	3.200807699
+117	3.186719767
+118	3.184141032
+119	3.176171621
+120	3.165874736
+121	3.15401357
+122	3.144956716
+123	3.13629659
+124	3.12711436
+125	3.112058258
+126	3.106919352
+127	3.099630483
+128	3.088016764
+129	3.079362233
+130	3.073449961
+131	3.066480001
+132	3.065621948
+133	3.061811829
+134	3.048701223
+135	3.045186361
+136	3.039663188
+137	3.035235087
+138	3.023125203
+139	3.017461141
+140	3.010761261
+141	3.005702718
+142	3.00270462
+143	2.992582448
+144	2.982490285
+145	2.977775828
+146	2.970784251
+147	2.967378235
+148	2.958194478
+149	2.95484492
+150	2.958148702
+151	2.956562042
+152	2.94521637
+153	2.943592834
+154	2.939905802
+155	2.935866547
+156	2.931802114
+157	2.923108419
+158	2.919424438
+159	2.905231222
+160	2.900041707
+161	2.898774719
+162	2.89527715
+163	2.892689514
+164	2.887913005
+165	2.884514364
+166	2.877042135
+167	2.870740509
+168	2.868188477
+169	2.861922201
+170	2.857214101
+171	2.85291214
+172	2.848010254
+173	2.844496409
+174	2.839490763
+175	2.836548106
+176	2.831381226
+177	2.825665283
+178	2.824078369
+179	2.814968363
+180	2.8071462
+181	2.80108846
+182	2.794505819
+183	2.791945394
+184	2.789228821
+185	2.782490031
+186	2.77783076
+187	2.77628123
+188	2.77493337
+189	2.772179667
+190	2.766338603
+191	2.761561839
+192	2.758612569
+193	2.752464803
+194	2.746821594
+195	2.743863424
+196	2.740776062
+197	2.734639231
+198	2.730622864
+199	2.725594076
+200	2.7202329
+201	2.717762248
+202	2.714173126
+203	2.709638468
+204	2.703714244
+205	2.700139109
+206	2.697399902
+207	2.696879832
+208	2.691893514
+209	2.690488688
+210	2.687352753
+211	2.684053802
+212	2.682021586
+213	2.679141744
+214	2.671909078
+215	2.668640137
+216	2.666302999
+217	2.660709127
+218	2.655637105
+219	2.650252279
+220	2.648450979
+221	2.644474792
+222	2.642117564
+223	2.639079793
+224	2.634571584
+225	2.633543905
+226	2.628498586
+227	2.627511342
+228	2.621807353
+229	2.615139008
+230	2.614328003
+231	2.612124379
+232	2.610364787
+233	2.607529195
+234	2.602604675
+235	2.600655874
+236	2.600924683
+237	2.60080897
+238	2.598905182
+239	2.597972361
+240	2.597829946
+241	2.594630941
+242	2.589158122
+243	2.585403951
+244	2.582409668
+245	2.580301921
+246	2.578103129
+247	2.574314372
+248	2.571098328
+249	2.56857605
+250	2.562774913
+251	2.560464986
+252	2.556700134
+253	2.552275085
+254	2.549561818
+255	2.547454325
+256	2.543757884
+257	2.543648275
+258	2.5400177
+259	2.535711924
+260	2.535621897
+261	2.532792155
+262	2.533655548
+263	2.530929057
+264	2.528061422
+265	2.525079854
+266	2.522659302
+267	2.521879069
+268	2.520006816
+269	2.516367594
+270	2.512597148
+271	2.510016886
+272	2.506180064
+273	2.504200999
+274	2.501656596
+275	2.499539185
+276	2.497013346
+277	2.496445719
+278	2.494802094
+279	2.492796834
+280	2.491398112
+281	2.488418325
+282	2.485483805
+283	2.483169301
+284	2.480479685
+285	2.479582977
+286	2.476701101
+287	2.473906962
+288	2.472135925
+289	2.4681132
+290	2.464863586
+291	2.464261119
+292	2.462561544
+293	2.460537211
+294	2.459563446
+295	2.455620829
+296	2.453143056
+297	2.450398509
+298	2.449183655
+299	2.447476705