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liaozhaorun
2025-05-07 16:45:47 +08:00
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main/train/catboost_info/learn_error.tsv
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iter Precision CrossEntropy
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iter Precision Logloss
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333 0.93359375 0.3295453638
334 0.93359375 0.3294967495
335 0.9375 0.3294302079
336 0.9375 0.3294071838
337 0.9375 0.3293788136
338 0.9338521401 0.3292367487
339 0.9338521401 0.3291954408
340 0.9338521401 0.3290744754
341 0.9338521401 0.3290348426
342 0.9338521401 0.329009288
343 0.9338521401 0.3289871906
344 0.9302325581 0.3289021869
345 0.9299610895 0.3288670806
346 0.9302325581 0.3287844648
347 0.9305019305 0.3286397625
348 0.9307692308 0.3286172018
349 0.9307692308 0.3285155894
350 0.9305019305 0.328492102
351 0.9302325581 0.3284671889
352 0.9307692308 0.3284392108
353 0.9307692308 0.3283767678
354 0.9307692308 0.3283334284
355 0.9310344828 0.3283064482
356 0.9310344828 0.3282412252
357 0.9310344828 0.328229535
358 0.9310344828 0.3281949276
359 0.9312977099 0.3280923885
360 0.9310344828 0.3279984389
361 0.9315589354 0.3279718151
362 0.928030303 0.3279480782
363 0.9353612167 0.3278811445
364 0.9353612167 0.3277992059
365 0.9318181818 0.3277876226
366 0.9318181818 0.3276685105
367 0.9318181818 0.3275194956
368 0.9318181818 0.3275007485
369 0.9318181818 0.3274810034
370 0.9318181818 0.3274523124
371 0.9318181818 0.3273819928
372 0.9318181818 0.3273513415
373 0.9320754717 0.3272574276
374 0.9320754717 0.3272349025
375 0.9320754717 0.3272111656
376 0.9318181818 0.3271826172
377 0.9318181818 0.3271223483
378 0.9318181818 0.3270916971
379 0.9318181818 0.3270695284
380 0.9320754717 0.3269869839
381 0.9318181818 0.3269538022
382 0.9320754717 0.3268146242
383 0.9323308271 0.3266813626
384 0.9323308271 0.3266648609
385 0.9323308271 0.3266294694
386 0.9323308271 0.3265899079
387 0.9325842697 0.3264602461
388 0.9328358209 0.3264275989
389 0.9328358209 0.3261832801
390 0.9293680297 0.3261257912
391 0.9328358209 0.3261000585
392 0.9296296296 0.3260115263
393 0.9296296296 0.3260047901
394 0.9296296296 0.3259721074
395 0.9304029304 0.3258751639
396 0.9306569343 0.3258094064
397 0.9306569343 0.3257776859
398 0.9306569343 0.3256861599
399 0.9306569343 0.3256791386
400 0.9306569343 0.3255725365
401 0.9306569343 0.3254692133
402 0.9306569343 0.325401745
403 0.9309090909 0.3253311759
404 0.9275362319 0.3253155295
405 0.9275362319 0.3252776788
406 0.9277978339 0.3252604998
407 0.9285714286 0.3251181854
408 0.9283154122 0.3250225607
409 0.9290780142 0.3249287893
410 0.9288256228 0.3247705078
411 0.9293286219 0.3247093123
412 0.9293286219 0.3246648323
413 0.9295774648 0.3246344662
414 0.9293286219 0.3246129747
415 0.9295774648 0.3245792584
416 0.9295774648 0.3245577312
417 0.9298245614 0.3244512717
418 0.9300699301 0.3243873674
419 0.9300699301 0.3243661967
420 0.9300699301 0.3242703581
421 0.9305555556 0.3242519674
422 0.9303135889 0.3241523865
423 0.9270833333 0.3241283289
424 0.9270833333 0.3240927592
425 0.9278350515 0.3240085039
426 0.9280821918 0.3239215043
427 0.9249146758 0.3238194642
428 0.9217687075 0.3237158203
429 0.9217687075 0.3237044865
430 0.9225589226 0.3236037651
431 0.9225589226 0.3235472385
432 0.9222972973 0.323520294
433 0.9261744966 0.3234630902
434 0.9264214047 0.3232854913
435 0.9266666667 0.3231383654
436 0.9266666667 0.3230566763
437 0.9266666667 0.3230444871
438 0.9238410596 0.3230088461
439 0.9238410596 0.3229739536
440 0.9238410596 0.3229666472
441 0.9240924092 0.3228943673
442 0.9240924092 0.3228382328
443 0.9243421053 0.3227665232
444 0.9245901639 0.3227103173
445 0.9245901639 0.3226070655
446 0.9273927393 0.3225281207
447 0.9273927393 0.3225112982
448 0.9245901639 0.322388123
449 0.9245901639 0.3222409615
450 0.9248366013 0.3220693858
451 0.9248366013 0.3219415773
452 0.9248366013 0.3219059364
453 0.9248366013 0.3217937742
454 0.9250814332 0.3216357065
455 0.9225806452 0.3216104371
456 0.9223300971 0.3215952184
457 0.9258064516 0.3214618855
458 0.9258064516 0.3213783788
459 0.9260450161 0.3212732736
460 0.9260450161 0.3211840286
461 0.9260450161 0.3211772211
462 0.9260450161 0.3210794936
463 0.9260450161 0.3209590271
464 0.9260450161 0.3208823991
465 0.9262820513 0.3208157861
466 0.9262820513 0.3206734717
467 0.923566879 0.32060415
468 0.9265175719 0.3205238509
469 0.9267515924 0.3204176765
470 0.9238095238 0.3203140682
471 0.9242902208 0.3202052207
472 0.9247648903 0.3201198606
473 0.9247648903 0.3199963646
474 0.9247648903 0.319894075
475 0.9247648903 0.319887232
476 0.9252336449 0.3197591383
477 0.9226006192 0.3196688598
478 0.9223602484 0.3196189624
479 0.9221183801 0.3195125741
480 0.9221183801 0.3194593622
481 0.9228395062 0.3193807738
482 0.9230769231 0.3193528313
483 0.9259259259 0.3192504705
484 0.9287925697 0.3191515668
485 0.9290123457 0.3189851947
486 0.9294478528 0.3189042541
487 0.9292307692 0.3188111599
488 0.9263803681 0.3187479685
489 0.9296636086 0.3186910142
490 0.9296636086 0.318641402
491 0.9296636086 0.3185637403
492 0.9268292683 0.3184447351
493 0.9270516717 0.3183507142
494 0.9272727273 0.3182590457
495 0.9242424242 0.3181805286
496 0.9246987952 0.3181252851
497 0.9244712991 0.318031585
498 0.9251497006 0.3178987511
499 0.9223880597 0.3177505916
1 iter Precision CrossEntropy Logloss
2 0 0.6527196653 0.6593406593 0.6539506586 0.68530972
3 1 0.7857142857 0.722972973 0.62 0.6775917398
4 2 0.7876106195 0.8018018018 0.5895233377 0.6700164661
5 3 0.8407079646 0.8288288288 0.5620427264 0.6627022981
6 4 0.8421052632 0.828125 0.5384506159 0.6555495837
7 5 0.8854166667 0.8529411765 0.5166076215 0.6486192689
8 6 0.9069767442 0.8526315789 0.4981064667 0.6416034871
9 7 0.8910891089 0.8571428571 0.4814881886 0.6349575872
10 8 0.8727272727 0.8928571429 0.466400298 0.62841526
11 9 0.8679245283 0.925 0.4533062343 0.6219793568
12 10 0.8782608696 0.9012345679 0.4415312072 0.6156481666
13 11 0.8740740741 0.8974358974 0.4312919494 0.6094561188
14 12 0.8689655172 0.8915662651 0.4220624715 0.6034505446
15 13 0.8721804511 0.8717948718 0.413855426 0.5977210809
16 14 0.8741258741 0.8888888889 0.406276303 0.5921640839
17 15 0.8857142857 0.8815789474 0.3991897383 0.5866051979
18 16 0.9084507042 0.8783783784 0.3933755916 0.5813390311
19 17 0.904 0.8658536585 0.3882018776 0.5761386576
20 18 0.9078014184 0.875 0.3829967282 0.5708657191
21 19 0.9275362319 0.8717948718 0.3780131586 0.5658757342
22 20 0.9310344828 0.8734177215 0.3741117915 0.5609954166
23 21 0.9361702128 0.8780487805 0.3698772169 0.5562411254
24 22 0.9361702128 0.9054054054 0.3662776217 0.5516046276
25 23 0.9481481481 0.904109589 0.3634891081 0.5470313569
26 24 0.9618320611 0.904109589 0.3606119554 0.5426306241
27 25 0.9562043796 0.9066666667 0.3583850365 0.5382543054
28 26 0.958041958 0.9066666667 0.3559227803 0.5339250684
29 27 0.9507042254 0.9090909091 0.3537762674 0.5298334854
30 28 0.9503546099 0.9090909091 0.3512843579 0.5258193858
31 29 0.9473684211 0.9230769231 0.3493274549 0.521902693
32 30 0.9480519481 0.9358974359 0.3476888615 0.5180032861
33 31 0.9407894737 0.9259259259 0.3458803675 0.5142040303
34 32 0.9426751592 0.9277108434 0.3436222628 0.5104505018
35 33 0.9622641509 0.9285714286 0.3419754362 0.5068626326
36 34 0.9518072289 0.9318181818 0.3403367002 0.50327708
37 35 0.9520958084 0.9342105263 0.3387332487 0.4999440793
38 36 0.95 0.9342105263 0.3373228288 0.4965771484
39 37 0.9451219512 0.9444444444 0.3361083272 0.4933516766
40 38 0.9515151515 0.9452054795 0.3348690907 0.4901509395
41 39 0.9553072626 0.9459459459 0.33377502 0.4870445797
42 40 0.9516129032 0.9452054795 0.3329283688 0.4840240078
43 41 0.9441624365 0.9444444444 0.3318725764 0.4811060105
44 42 0.945 0.9333333333 0.3308382043 0.478205406
45 43 0.95 0.9358974359 0.3292620538 0.4753474281
46 44 0.9466019417 0.9358974359 0.3283621194 0.472622997
47 45 0.9468599034 0.9605263158 0.3272893262 0.4699823577
48 46 0.9488372093 0.9459459459 0.3261484589 0.467461187
49 47 0.9497716895 0.92 0.3251783474 0.4648738666
50 48 0.9475982533 0.9230769231 0.3244344848 0.4623380831
51 49 0.9475982533 0.9444444444 0.323543425 0.4599138914
52 50 0.9605263158 0.9452054795 0.3229784443 0.4574885236
53 51 0.9570815451 0.9459459459 0.3219528399 0.4551268818
54 52 0.9565217391 0.9459459459 0.3212596231 0.4528412266
55 53 0.9567099567 0.9444444444 0.3205928875 0.4505661211
56 54 0.9608695652 0.9342105263 0.3193251383 0.448414868
57 55 0.9663865546 0.9452054795 0.3186993185 0.4462228059
58 56 0.9628099174 0.9189189189 0.3180124458 0.4441773352
59 57 0.9674796748 0.92 0.3170894161 0.4420920535
60 58 0.9603174603 0.925 0.3165342011 0.440192283
61 59 0.9619771863 0.9024390244 0.3155287337 0.4382421875
62 60 0.962962963 0.9024390244 0.3146865733 0.4363475493
63 61 0.9635036496 0.9024390244 0.3140015896 0.4345450787
64 62 0.9642857143 0.9036144578 0.313511063 0.4326472685
65 63 0.9615384615 0.8977272727 0.3127688398 0.4308568801
66 64 0.9612676056 0.9 0.312167149 0.4291056256
67 65 0.9620689655 0.902173913 0.3110078553 0.4273129562
68 66 0.9632107023 0.9090909091 0.3105276289 0.4256047559
69 67 0.9636963696 0.8988764045 0.3099715585 0.4240742972
70 68 0.9617834395 0.8941176471 0.3091966882 0.4224448991
71 69 0.9692307692 0.8953488372 0.3085731852 0.4209080249
72 70 0.9607250755 0.8988764045 0.3076873289 0.4193174398
73 71 0.9643916914 0.9 0.3061730868 0.4177749344
74 72 0.9591836735 0.8988764045 0.3057069029 0.4162908445
75 73 0.9548022599 0.9 0.3049678518 0.4148385464
76 74 0.9582172702 0.9032258065 0.3040258967 0.4133756629
77 75 0.958677686 0.9052631579 0.3035014399 0.4120514941
78 76 0.9568733154 0.8958333333 0.3029796561 0.4107138529
79 77 0.9572192513 0.89 0.3022192917 0.409451735
80 78 0.9603174603 0.8932038835 0.3015648167 0.4082081147
81 79 0.9557291667 0.8921568627 0.3011355925 0.4069098212
82 80 0.9567430025 0.8952380952 0.300810333 0.4056634566
83 81 0.9573934837 0.9134615385 0.3003533089 0.4043676936
84 82 0.9580246914 0.9038461538 0.3000302235 0.4031632071
85 83 0.9581280788 0.9065420561 0.2995648951 0.4020146057
86 84 0.9608801956 0.9065420561 0.2991294337 0.4008684991
87 85 0.9591346154 0.9082568807 0.2989826642 0.3996890682
88 86 0.9578454333 0.9174311927 0.2979737041 0.3986428633
89 87 0.9627039627 0.9181818182 0.2973494526 0.3975681455
90 88 0.9608294931 0.9026548673 0.2969713019 0.3964486984
91 89 0.9567198178 0.9099099099 0.2965064011 0.3954416272
92 90 0.9573033708 0.9115044248 0.2960730782 0.3943964915
93 91 0.9577777778 0.9107142857 0.2954965678 0.3933641152
94 92 0.9558498896 0.9026548673 0.2948055607 0.3924092937
95 93 0.9564270153 0.8947368421 0.2939628122 0.3914568602
96 94 0.9569892473 0.8965517241 0.293530612 0.390547374
97 95 0.9574468085 0.8965517241 0.2922860473 0.3896693944
98 96 0.9576271186 0.8728813559 0.2914134138 0.3887562728
99 97 0.9604166667 0.8760330579 0.2907755653 0.3878669594
100 98 0.9608247423 0.8813559322 0.2901806284 0.3870453995
101 99 0.9633401222 0.868852459 0.2895748745 0.386205128
102 100 0.9618473896 0.8833333333 0.288912309 0.385424377
103 101 0.9620758483 0.8833333333 0.2882808223 0.3846496137
104 102 0.9608610568 0.9043478261 0.2876833728 0.3838790559
105 103 0.9610136452 0.906779661 0.286969306 0.3831366546
106 104 0.9619771863 0.8974358974 0.286024464 0.3823459597
107 105 0.961038961 0.905982906 0.2852715307 0.3816439396
108 106 0.9616087751 0.8925619835 0.284758176 0.3809453054
109 107 0.9616087751 0.9043478261 0.2843796868 0.380220974
110 108 0.9583333333 0.9130434783 0.2836953446 0.3795425482
111 109 0.9584837545 0.9130434783 0.2826532918 0.3788851149
112 110 0.9625 0.8947368421 0.2820946196 0.3782476049
113 111 0.9625668449 0.9026548673 0.2815772197 0.377613659
114 112 0.963028169 0.9008264463 0.2812213803 0.3769072551
115 113 0.9602763385 0.8991596639 0.280713746 0.3762798315
116 114 0.9605488851 0.8991596639 0.280147518 0.3756611399
117 115 0.9641638225 0.8976377953 0.2793720062 0.3750953752
118 116 0.9642248722 0.9032258065 0.2788365363 0.374501169
119 117 0.9644067797 0.905511811 0.278158057 0.3739479856
120 118 0.9646464646 0.8947368421 0.2771244333 0.3733265497
121 119 0.9647058824 0.890625 0.2767586322 0.3727895116
122 120 0.9648241206 0.9 0.2761904796 0.3722381815
123 121 0.9633943428 0.9076923077 0.2758859632 0.371693837
124 122 0.9636963696 0.9076923077 0.2752923094 0.3711173443
125 123 0.9623567921 0.9090909091 0.2747471808 0.3705372163
126 124 0.9627831715 0.9083969466 0.2743734318 0.3700201728
127 125 0.9632 0.9090909091 0.2735782462 0.3695156393
128 126 0.9634920635 0.9104477612 0.273085884 0.3690077198
129 127 0.9636650869 0.9124087591 0.2727205285 0.3685299883
130 128 0.963836478 0.9117647059 0.2722575701 0.3680443801
131 129 0.9609375 0.9124087591 0.2718730397 0.3676033944
132 130 0.9625585023 0.9117647059 0.2715995844 0.367166757
133 131 0.9628482972 0.897810219 0.2709222457 0.3667144374
134 132 0.9615975422 0.9 0.2703818039 0.3662658959
135 133 0.9630200308 0.9057971014 0.2697465393 0.3658401645
136 134 0.9618902439 0.9084507042 0.2693822351 0.3653852076
137 135 0.9653614458 0.9078014184 0.269036197 0.3649000627
138 136 0.9654654655 0.9014084507 0.2682332416 0.364462855
139 137 0.9689349112 0.8958333333 0.2676281471 0.3640970005
140 138 0.9693877551 0.8958333333 0.2671804609 0.3636442533
141 139 0.969740634 0.88 0.2666987376 0.363245217
142 140 0.9713467049 0.8823529412 0.2663339523 0.3628620409
143 141 0.9715099715 0.8881578947 0.2655467324 0.3624502809
144 142 0.9702549575 0.8896103896 0.2647545941 0.3620806127
145 143 0.9664335664 0.891025641 0.264308494 0.3617276959
146 144 0.9705469846 0.8917197452 0.2636648359 0.3613753136
147 145 0.9694019471 0.8853503185 0.2633127388 0.3610250342
148 146 0.9708737864 0.8917197452 0.2630347036 0.3606988481
149 147 0.9710743802 0.8860759494 0.2628232814 0.3602493442
150 148 0.9725274725 0.88125 0.2625271762 0.3599184891
151 149 0.9702300406 0.8765432099 0.2618719883 0.3596188911
152 150 0.9689608637 0.8773006135 0.261406945 0.3592183936
153 151 0.9666221629 0.8780487805 0.2607731595 0.3588919223
154 152 0.9667994688 0.8711656442 0.2604694628 0.3585073563
155 153 0.9670184697 0.8711656442 0.2600434285 0.3581781763
156 154 0.9659685864 0.8773006135 0.259592499 0.3578482479
157 155 0.9676165803 0.8734939759 0.25914132 0.3575392763
158 156 0.9664516129 0.875 0.2588320099 0.3572412466
159 157 0.9715394567 0.8787878788 0.2581554017 0.3568917156
160 158 0.9716494845 0.8773006135 0.2574764235 0.3565857023
161 159 0.9704749679 0.8848484848 0.2567622854 0.3563088076
162 160 0.9694267516 0.8855421687 0.2560285805 0.3559962007
163 161 0.9707750953 0.8902439024 0.2553710938 0.3556571125
164 162 0.9721518987 0.8855421687 0.2546564924 0.35543956
165 163 0.9738480697 0.8848484848 0.2542799634 0.3551621664
166 164 0.973880597 0.8902439024 0.2539259773 0.354874722
167 165 0.975308642 0.896969697 0.2536220667 0.3545863509
168 166 0.9754901961 0.8963414634 0.2529050061 0.3542585253
169 167 0.9755501222 0.8963414634 0.2525285841 0.3539345489
170 168 0.9722222222 0.8909090909 0.2520549512 0.3536960039
171 169 0.9723557692 0.8963414634 0.2518949055 0.3534498674
172 170 0.972322503 0.875739645 0.2511279119 0.353215635
173 171 0.9736211031 0.8848484848 0.2506003543 0.3529295806
174 172 0.9702026222 0.8915662651 0.2503210538 0.352638679
175 173 0.9714285714 0.8902439024 0.2500940743 0.3523191934
176 174 0.9695193435 0.8963414634 0.2495754626 0.3520754448
177 175 0.972027972 0.8982035928 0.2491294872 0.3518537936
178 176 0.9699769053 0.8941176471 0.2486089152 0.3516214145
179 177 0.9711316397 0.8888888889 0.2481818652 0.3513249886
180 178 0.9711981567 0.8982035928 0.247761373 0.3511203738
181 179 0.9726339795 0.9 0.2473678789 0.3509067775
182 180 0.9727272727 0.9053254438 0.2472103459 0.3507023765
183 181 0.9751972943 0.9053254438 0.2463777729 0.350465578
184 182 0.9741863075 0.9101796407 0.2460682311 0.3502760749
185 183 0.9765100671 0.9058823529 0.2458297217 0.3500263743
186 184 0.9058823529 0.3498100693
187 185 0.9117647059 0.3496086978
188 186 0.9117647059 0.3494197651
189 187 0.9122807018 0.349233042
190 188 0.9075144509 0.3489871194
191 189 0.9132947977 0.3487706361
192 190 0.9142857143 0.3485947836
193 191 0.9248554913 0.3483899193
194 192 0.9248554913 0.3482065109
195 193 0.9142857143 0.3479946966
196 194 0.9147727273 0.3477309535
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