vowpal_wabbit/test/train-sets/ref/bfgs_regularizer.txt at ff1be3a7b134bb8960bbbfc90a5983922f3d4188 · VowpalWabbit/vowpal_wabbit · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
Version 9.11.2
Id
Min label:0
Max label:1
bits:10
lda:0
0 ngram:
0 skip:
options: --bfgs
Checksum: 2048237707
:1
0:0.2
1:-0.0101267
2:0.2
3:0.0447831
4:0.2
5:0.00225339
6:0.2
7:0.0665409
8:0.2
9:0.183226
10:0.2
11:0.154321
12:0.2
13:-0.255669
14:0.2
15:0.00930235
16:0.2
17:-0.144367
18:0.2
19:0.0730839
20:0.2
21:0.121138
22:0.2
23:0.0229402
24:0.2
25:-0.249056
26:0.2
27:-0.0153663
28:0.2
29:-0.0216174
30:0.2
31:0.233798
32:0.2
33:0.0636324
34:0.2
35:0.131077
36:0.2
37:-0.114516
38:0.2
39:-0.0692766
40:0.2
41:0.0414703
42:0.2
43:-0.101161
44:0.2
45:0.0431748
46:0.2
47:-0.204659
48:0.2
49:-0.0759402
50:0.2
51:-0.132792
52:0.2
53:0.289897
54:0.2
55:-0.0249789
56:0.2
57:0.158716
58:0.2
59:-0.0683765
60:0.2
61:0.0870389
62:0.2
63:-0.00798454
64:0.2
65:-0.128788
66:0.2
67:0.0197424
68:0.2
69:-0.46944
70:0.2
71:0.0597549
72:0.2
73:-0.448433
74:0.2
75:-0.0161785
76:0.2
77:0.127823
78:0.2
79:0.140134
80:0.2
81:-0.0579272
82:0.2
83:-0.665856
84:0.2
85:0.0757464
86:0.2
87:0.272964
88:0.2
89:0.137104
90:0.2
91:-0.0643137
92:0.2
93:0.134951
94:0.2
95:0.27521
96:0.2
97:-0.359858
98:0.2
99:-0.118421
100:0.2
101:0.00588878
102:0.2
103:-0.178865
104:0.2
105:-0.2712
106:0.2
107:0.0579864
108:0.2
109:0.415727
110:0.2
111:0.400375
112:0.2
113:0.0447837
114:0.2
115:-0.13261
116:0.2
117:-0.301948
118:0.2
119:-0.0672213
120:0.2
121:-0.00161961
122:0.2
123:-0.216546
124:0.2
125:-0.038155
126:0.2
127:0.103919
128:0.2
129:0.0282798
130:0.2
131:0.101655
132:0.2
133:0.120375
134:0.2
135:-0.0680402
136:0.2
137:-0.0163444
138:0.2
139:0.13054
140:0.2
141:0.361366
142:0.2
143:-0.139778
144:0.2
145:-0.0793502
146:0.2
147:0.0777398
148:0.2
149:-0.192853
150:0.2
151:0.0717195
152:0.2
153:-0.115016
154:0.2
155:0.21018
156:0.2
157:-0.272483
158:0.2
159:0.0235388
160:0.2
161:-0.0409463
162:0.2
163:-0.00849966
164:0.2
165:-0.111692
166:0.2
167:0.0780452
168:0.2
169:0.46879
170:0.2
171:0.00614326
172:0.2
173:-0.00974675
174:0.2
175:-0.0478028
176:0.2
177:-0.0825522
178:0.2
179:-0.014654
180:0.2
181:-0.367061
182:0.2
183:-0.0495587
184:0.2
185:0.228584
186:0.2
187:-0.0746002
188:0.2
189:0.155657
190:0.2
191:0.00637219
192:0.2
193:0.0219293
194:0.2
195:0.00621319
196:0.2
197:0.168766
198:0.2
199:0.00411794
200:0.2
201:-0.0826661
202:0.2
203:0.24055
204:0.2
205:0.497317
206:0.2
207:-0.222741
208:0.2
209:-0.0830476
210:0.2
211:-0.0950413
212:0.2
213:-0.0907916
214:0.2
215:0.0190815
216:0.2
217:-0.0241267
218:0.2
219:-0.212952
220:0.2
221:-0.1278
222:0.2
223:-0.0245722
224:0.2
225:0.358402
226:0.2
227:0.147697
228:0.2
229:-0.340307
230:0.2
231:0.158389
232:0.2
233:-0.284946
234:0.2
235:-0.0191302
236:0.2
237:0.0800942
238:0.2
239:0.144031
240:0.2
241:-0.0662307
242:0.2
243:0.0549044
244:0.2
245:-0.433572
246:0.2
247:-0.0662539
248:0.2
249:0.269584
250:0.2
251:-0.0199629
252:0.2
253:0.0460954
254:0.2
255:-0.0784835
256:0.2
257:-0.0682688
258:0.2
259:0.137718
260:0.2
261:-0.0682682
262:0.2
263:-0.0108024
264:0.2
265:0.0202269
266:0.2
267:0.363115
268:0.2
269:0.156684
270:0.2
271:0.1816
272:0.2
273:0.15968
274:0.2
275:0.29136
276:0.2
277:-0.0453753
278:0.2
279:-0.0909678
280:0.2
281:-0.0910962
282:0.2
283:0.0956275
284:0.2
285:-0.331755
286:0.2
287:0.395205
288:0.2
289:-0.420539
290:0.2
291:-0.34647
292:0.2
293:-0.0523188
294:0.2
295:0.0282928
296:0.2
297:-0.165954
298:0.2
299:-0.0359107
300:0.2
301:0.399962
302:0.2
303:-0.262042
304:0.2
305:-0.0583967
306:0.2
307:0.119063
308:0.2
309:-0.0490782
310:0.2
311:0.152547
312:0.2
313:-0.146402
314:0.2
315:-0.0262997
316:0.2
317:-0.294964
318:0.2
320:0.2
321:0.0502689
322:0.2
323:-0.0159158
324:0.2
325:0.236023
326:0.2
327:0.0897601
328:0.2
329:-0.107854
330:0.2
331:0.142765
332:0.2
333:-0.0518818
334:0.2
335:-0.177185
336:0.2
337:-0.278873
338:0.2
339:0.085189
340:0.2
341:-0.084595
342:0.2
343:-0.179894
344:0.2
345:-0.0391281
346:0.2
347:-0.217467
348:0.2
349:-0.30277
350:0.2
351:0.134039
352:0.2
353:0.0370345
354:0.2
355:0.225023
356:0.2
357:0.0273435
358:0.2
359:-0.0183091
360:0.2
361:-0.305091
362:0.2
363:-0.129665
364:0.2
365:0.3538
366:0.2
367:0.0681411
368:0.2
369:0.132648
370:0.2
371:0.23366
372:0.2
373:0.0778375
374:0.2
375:-0.222722
376:0.2
377:-0.0898666
378:0.2
379:-0.22301
380:0.2
381:0.127503
382:0.2
383:-0.13572
384:0.2
385:-0.310877
386:0.2
387:-0.318073
388:0.2
389:-0.15196
390:0.2
391:-0.10079
392:0.2
393:0.149133
394:0.2
395:0.0502899
396:0.2
397:-0.16976
398:0.2
399:-0.425926
400:0.2
401:0.189202
402:0.2
403:0.0327124
404:0.2
405:0.0267298
406:0.2
407:-0.0176578
408:0.2
409:-0.328987
410:0.2
411:0.0779568
412:0.2
413:0.0120149
414:0.2
415:-0.015844
416:0.2
417:-0.280293
418:0.2
419:-0.195999
420:0.2
421:0.125887
422:0.2
423:0.215915
424:0.2
425:-0.431226
426:0.2
427:-0.122101
428:0.2
429:0.0109333
430:0.2
431:0.0272123
432:0.2
433:-0.161783
434:0.2
435:0.24758
436:0.2
437:0.00588769
438:0.2
439:0.072656
440:0.2
441:0.0494071
442:0.2
443:0.120038
444:0.2
445:-0.00729888
446:0.2
447:-0.0579662
448:0.2
449:-0.104397
450:0.2
451:-0.0978639
452:0.2
453:-0.117421
454:0.2
455:0.323106
456:0.2
457:0.0565773
458:0.2
459:0.22369
460:0.2
461:-0.259501
462:0.2
463:-0.0873173
464:0.2
465:-0.243273
466:0.2
467:0.0151976
468:0.2
469:-0.17544
470:0.2
471:0.00773787
472:0.2
473:0.208585
474:0.2
475:0.198701
476:0.2
477:0.0313622
478:0.2
479:0.198981
480:0.2
481:-0.0127941
482:0.2
483:-0.0803615
484:0.2
485:0.143678
486:0.2
487:-0.00520083
488:0.2
489:0.0616546
490:0.2
491:0.0655758
492:0.2
493:-0.123008
494:0.2
495:-0.0396176
496:0.2
497:-0.206842
498:0.2
499:0.221513
500:0.2
501:-0.0501589
502:0.2
503:0.328585
504:0.2
505:0.2498
506:0.2
507:0.248436
508:0.2
509:0.189592
510:0.2
511:0.00618784
512:0.2
513:-0.0637734
514:0.2
515:-0.0795451
516:0.2
517:-0.103406
518:0.2
519:-0.156094
520:0.2
521:-0.0633229
522:0.2
523:-0.50339
524:0.2
525:-0.0587012
526:0.2
527:-0.00771122
528:0.2
529:-0.0915414
530:0.2
531:-0.0238154
532:0.2
533:0.132423
534:0.2
535:0.0974591
536:0.2
537:0.00568526
538:0.2
539:-0.0432263
540:0.2
541:-0.196474
542:0.2
543:-0.117471
544:0.2
545:0.0455339
546:0.2
547:-0.0188999
548:0.2
549:-0.0577997
550:0.2
551:0.00885769
552:0.2
553:-0.093718
554:0.2
555:0.0322498
556:0.2
557:0.219533
558:0.2
559:-0.156546
560:0.2
561:-0.543687
562:0.2
563:-0.212712
564:0.2
565:0.404558
566:0.2
567:0.126727
568:0.2
569:-0.11752
570:0.2
571:0.0386007
572:0.2
573:0.124809
574:0.2
575:-0.0551066
576:0.2
577:-0.017067
578:0.2
579:-0.0450816
580:0.2
581:-0.0256592
582:0.2
583:-0.39288
584:0.2
585:0.19501
586:0.2
587:-0.0920639
588:0.2
589:-0.0125669
590:0.2
591:-0.15704
592:0.2
593:-0.088364
594:0.2
595:0.276147
596:0.2
597:0.0282982
598:0.2
599:0.0339045
600:0.2
601:-0.0221081
602:0.2
603:0.10673
604:0.2
605:-0.168688
606:0.2
607:-0.092373
608:0.2
609:0.158688
610:0.2
611:0.0809949
612:0.2
613:-0.101006
614:0.2
615:0.0502438
616:0.2
617:-0.115847
618:0.2
619:-0.130039
620:0.2
621:-0.135025
622:0.2
623:0.22364
624:0.2
625:-0.127914
626:0.2
627:0.0670255
628:0.2
629:-0.132239
630:0.2
631:-0.136007
632:0.2
633:0.020292
634:0.2
635:-0.0040023
636:0.2
637:-0.282311
638:0.2
639:0.395891
640:0.2
641:0.303225
642:0.2
643:-0.0291509
644:0.2
645:0.00274307
646:0.2
647:-0.0189532
648:0.2
649:-0.117213
650:0.2
651:0.0974765
652:0.2
653:0.192449
654:0.2
655:0.0853276
656:0.2
657:-0.0832366
658:0.2
659:-0.015837
660:0.2
661:-0.292542
662:0.2
663:-0.0112542
664:0.2
665:-0.269993
666:0.2
667:0.225817
668:0.2
669:-0.0198975
670:0.2
671:-0.303837
672:0.2
673:-0.157386
674:0.2
675:-0.263895
676:0.2
677:0.00435578
678:0.2
679:0.208212
680:0.2
681:-0.234471
682:0.2
683:-0.152094
684:0.2
685:-0.0539583
686:0.2
687:-0.19262
688:0.2
689:-0.0596759
690:0.2
691:0.146054
692:0.2
693:0.283035
694:0.2
695:-0.00486065
696:0.2
697:0.617827
698:0.2
699:0.356001
700:0.2
701:-0.0852912
702:0.2
703:0.0526396
704:0.2
705:0.354113
706:0.2
707:0.158091
708:0.2
709:0.0556601
710:0.2
711:0.0465464
712:0.2
713:0.248215
714:0.2
715:-0.15244
716:0.2
717:-0.196223
718:0.2
719:-0.0808863
720:0.2
721:-0.150106
722:0.2
723:-0.175967
724:0.2
725:-0.0563523
726:0.2
727:-0.201988
728:0.2
729:-0.0259567
730:0.2
731:-0.226954
732:0.2
733:0.176697
734:0.2
735:-0.0053837
736:0.2
737:-0.00901821
738:0.2
739:-0.181579
740:0.2
741:-0.036532
742:0.2
743:-0.236246
744:0.2
745:-0.264949
746:0.2
747:-0.112364
748:0.2
749:-0.125164
750:0.2
751:0.0359886
752:0.2
753:-0.325406
754:0.2
755:-0.0964523
756:0.2
757:-0.0206142
758:0.2
759:0.100858
760:0.2
761:0.160567
762:0.2
763:0.106279
764:0.2
765:-0.171716
766:0.2
767:-0.19411
768:0.2
769:-0.228838
770:0.2
771:0.130081
772:0.2
773:0.095846
774:0.2
775:0.148045
776:0.2
777:-0.251831
778:0.2
779:-0.197297
780:0.2
781:-0.181207
782:0.2
783:-0.135897
784:0.2
785:-0.411397
786:0.2
787:-0.389413
788:0.2
789:-0.194897
790:0.2
791:0.0304002
792:0.2
793:-0.437497
794:0.2
795:0.437955
796:0.2
797:-0.0672306
798:0.2
799:0.103126
800:0.2
801:-0.119742
802:0.2
803:-0.00661614
804:0.2
805:-0.225704
806:0.2
807:-0.331877
808:0.2
809:-0.0371975
810:0.2
811:-0.118467
812:0.2
813:-0.185545
814:0.2
815:0.37394
816:0.2
817:-0.375584
818:0.2
819:-0.152145
820:0.2
821:0.172421
822:0.2
823:-0.475948
824:0.2
825:-0.067228
826:0.2
827:-0.128191
828:0.2
829:0.0824582
830:0.2
831:0.249567
832:0.2
833:0.276324
834:0.2
835:0.123742
836:0.2
837:-0.00662958
838:0.2
839:0.167273
840:0.2
841:-0.0683512
842:0.2
843:0.213328
844:0.2
845:-0.149505
846:0.2
847:0.263091
848:0.2
849:0.315069
850:0.2
851:-0.104602
852:0.2
853:-0.282939
854:0.2
855:-0.402527
856:0.2
857:0.161362
858:0.2
859:0.181224
860:0.2
861:-0.127721
862:0.2
863:-0.549528
864:0.2
865:-0.223981
866:0.2
867:-0.134264
868:0.2
869:-0.00355427
870:0.2
871:0.0359636
872:0.2
873:-0.253353
874:0.2
875:-0.0843243
876:0.2
877:-0.0931043
878:0.2
879:-0.129157
880:0.2
881:-0.421392
882:0.2
883:-0.125189
884:0.2
885:0.014298
886:0.2
887:-0.0394178
888:0.2
889:0.580667
890:0.2
891:0.575659
892:0.2
893:0.0226352
894:0.2
895:-0.505243
896:0.2
897:0.122864
898:0.2
899:-0.0659826
900:0.2
901:-0.131631
902:0.2
903:0.01985
904:0.2
905:-0.0588429
906:0.2
907:-0.527229
908:0.2
909:0.0645774
910:0.2
911:-0.312715
912:0.2
913:-0.162708
914:0.2
915:-0.384323
916:0.2
917:-0.117103
918:0.2
919:0.151737
920:0.2
921:0.153566
922:0.2
923:-0.0542809
924:0.2
925:-0.37173
926:0.2
927:-0.121767
928:0.2
929:-0.126901
930:0.2
931:-0.24185
932:0.2
933:0.498179
934:0.2
935:0.00848893
936:0.2
937:-0.0251416
938:0.2
939:0.168395
940:0.2
941:0.198927
942:0.2
943:-0.220704
944:0.2
945:-0.221653
946:0.2
947:-0.50117
948:0.2
949:0.306818
950:0.2
951:0.337887
952:0.2
953:-0.0277889
954:0.2
955:0.027776
956:0.2
957:-0.188665
958:0.2
959:-0.0899033
960:0.2
961:-0.155143
962:0.2
963:0.08171
964:0.2
965:0.234247
966:0.2
967:-0.165326
968:0.2
969:-0.287416
970:0.2
971:-0.106679
972:0.2
973:-0.133555
974:0.2
975:-0.35003
976:0.2
977:0.325599
978:0.2
979:-0.123062
980:0.2
981:-0.13417
982:0.2
983:0.0744136
984:0.2
985:-0.134557
986:0.2
987:0.104459
988:0.2
989:0.242647