wolffd@0: # Reuters category"corporate aquisitions" (training examples: 1000 positive/ 1000 negative) 
wolffd@0: 1 6:0.0198403253586671 15:0.0339873732306071 29:0.0360280968798065 31:0.0378103484117687 41:0.0456787263779904 63:0.021442413608662 74:0.0813238108919922 75:0.0201048944012214 81:0.0603996615380116 142:0.0102897706466067 172:0.0777948548082322 174:0.072717200608936 179:0.054076743737027 180:0.0764456665578607 186:0.112586705083256 187:0.0925011727805475 205:0.156990770998115 229:0.0519505660963924 255:0.0923321093879611 308:0.0732972342194965 318:0.119740882706743 408:0.058414185072804 409:0.0506626198519805 465:0.0843545829662396 480:0.0729642744872502 519:0.118611296605205 664:0.112142083701314 679:0.374387819227881 720:0.0987664035972632 768:0.123975200617516 922:0.141018083523918 977:0.136393581474495 1018:0.107648758381437 1305:0.180449632267364 1581:0.141526866911118 1677:0.156124608446181 1817:0.141018083523918 2162:0.170921341813635 2314:0.164249324532582 2358:0.508349039100422 2419:0.150582824316425 3266:0.338899359400281 3374:0.166725496161846 8311:0.219691455487068
wolffd@0: 1 6:0.0292418053787394 11:0.0438009834096617 15:0.0500925330294462 26:0.0210944325344804 27:0.0141908540227881 31:0.0371513682217675 63:0.0316030546001617 67:0.0275682881016999 75:0.0197544949024337 81:0.0593469819910562 92:0.0321731851678454 94:0.0292573442413133 97:0.0304107371257703 142:0.00631902168102332 153:0.0422702792713471 173:0.0364278046265029 174:0.142899688014398 176:0.101048732113733 185:0.0283803505729403 198:0.0424355763603897 199:0.0227812034671483 205:0.0771273234149142 208:0.0365129792089388 209:0.0306153157853223 215:0.0310482969941045 219:0.040750113932403 226:0.0377896379794415 229:0.0255225710876498 284:0.0295968583260194 292:0.0480586954431413 308:0.0360098842315623 327:0.040986799124144 346:0.121812855534701 355:0.0586641007620941 408:0.0286980547677093 412:0.0496717768325293 427:0.0517712881475387 432:0.0457819957743755 436:0.0430481581615391 440:0.0550083572343217 483:0.0473197027754143 505:0.0350571468755799 508:0.0378131601741308 515:0.0352112968734238 571:0.0384644229274552 696:0.107576293527448 732:0.05332962078396 764:0.0450747385987509 840:0.0615861912924126 852:0.0967322393087606 863:0.0515064802025663 881:0.0555294243582368 947:0.177864441189829 998:0.0539445504675195 1235:0.0571266200351702 1526:0.0785491867700354 1552:0.0695301282155265 1717:0.491459129051904 1936:0.065620209870441 1960:0.0948152680980665 1984:0.0839712138793791 2055:0.0750789085415005 2387:0.0661975238773467 2393:0.076277234967193 2657:0.0785491867700354 2771:0.0703093212784121 3253:0.642819178775732 4326:0.0812877722487952 4687:0.0986622575541595 6813:0.0986622575541595 7903:0.11335330122894 7909:0.22670660245788 8317:0.11335330122894
wolffd@0: 1 6:0.028662086648757 26:0.124057412723749 29:0.0520475554655016 31:0.0546222636376468 63:0.0309765241093428 67:0.243195721633858 88:0.109430583121918 142:0.0185812412685586 192:0.115735540157124 255:0.133386467807302 345:0.105168644302219 375:0.203188110919707 377:0.110300717398829 386:0.114136564392033 404:0.120347554807498 586:0.210694489261706 643:0.116599789703191 644:0.136554183970595 726:0.132069633990058 764:0.132543396003188 772:0.132782434863458 827:0.122410515296684 833:0.186346426437887 1155:0.166825648669573 1242:0.18192359288375 1296:0.145893418170318 1744:0.197039341839648 1880:0.200237996480307 2383:0.22816595487613 3568:0.481715952854602 3997:0.254088660805048 8877:0.306062441818476
wolffd@0: 1 6:0.00499945516847248 12:0.0674048171189473 26:0.0432780404880932 27:0.0145572144203208 28:0.0369184512541006 31:0.0190552461586912 41:0.0230206652916529 63:0.0108063132637611 64:0.043361556532941 67:0.141400045569201 83:0.012953904380954 85:0.0306380827738335 110:0.0482494645544778 142:0.0025928630761643 153:0.043361556532941 162:0.0270770709566981 185:0.0291130363226015 232:0.044375547221341 268:0.240529117573271 275:0.0336193217278641 287:0.27843424456071 306:0.0392311191305391 394:0.0465750625897046 427:0.0531078496875315 437:0.0449688329378449 485:0.0345977261105373 505:0.0359622051789825 575:0.052179735819817 643:0.0813528238077116 681:0.0547064132616575 683:0.0604624475891439 772:0.0926436150159728 780:0.0507216288522374 801:0.0604624475891439 858:0.0501570391255536 876:0.0482494645544778 1045:0.0519423396630472 1047:0.0563413929463151 1128:0.451112792854542 1159:0.152512169477435 1215:0.0586014383366039 1242:0.190394828790148 1373:0.116001143489098 1410:0.0689541760960052 1431:0.0583982110053058 1509:0.0631761408111786 1688:0.0673143042593838 1782:0.0615604409525493 1872:0.0745161818143898 1880:0.0698540129820912 1969:0.0683160334104659 2021:0.0729732545081893 2024:0.0486896390243884 2026:0.120459880860754 2160:0.0774148341615854 2275:0.078681973859973 2301:0.088640082913652 2395:0.0861390698272134 2410:0.0698540129820912 2694:0.219804803697158 2949:0.0745161818143898 3793:0.168048986785059 4055:0.0861390698272134 4107:0.0861390698272134 4130:0.0877547696858428 4474:0.0942020886320366 4923:0.0846937770538968 5076:0.27868398685539 5644:0.414841600840706 5686:0.0990948106890539 5975:0.0972630812639826 7600:0.106771392842122
wolffd@0: 1 6:0.0118820031866799 11:0.0266968857281144 27:0.0172987717963958 28:0.0438712960378978 29:0.0215765595672989 31:0.0905756679281178 63:0.0128414641505328 75:0.0120404486834093 83:0.0153935106874325 96:0.0368090778059702 142:0.00308117647777827 174:0.087097967774442 180:0.0457818930500336 185:0.0345958888220983 308:0.0438963552677035 455:0.0433780352337234 457:0.0409661780507644 480:0.0436969518542984 496:0.049818357906757 574:0.088967226249997 609:0.0420713883588981 886:0.0511712928322098 987:0.048502486758891 1010:0.132294008008531 1154:0.0806953448468842 1331:0.0671598157697475 1497:0.0721303877799178 1649:0.067476350487871 2240:0.242086034540653 2369:0.154892028125575 3708:0.185965196856882 4234:0.189174545185991 9162:0.747388243605257 9274:0.448432946163154
wolffd@0: 1 2:0.0218536049648761 6:0.0267664363140353 11:0.0962235717863764 15:0.0366816912369227 26:0.0231705030945346 27:0.0311749772373954 28:0.0395313225543984 29:0.077768382783337 40:0.0334483675679501 63:0.0694267241569889 72:0.033314767856851 75:0.0650960746897972 80:0.0348557838345936 86:0.0415864645861139 88:0.0817544589780968 96:0.0331677351501258 98:0.034725073786259 103:0.101919806037908 107:0.153622818307328 114:0.0375897098842923 142:0.0194345949477767 150:0.0933705150501788 173:0.040012954055333 192:0.0432324136459265 204:0.0321367917422345 205:0.0423590177867389 209:0.0672568240918016 218:0.0303658841214132 227:0.038051585572227 229:0.028034449914698 252:0.0772684129985729 255:0.049825826562744 320:0.0508132617535666 322:0.278366326368734 346:0.0892009504247896 357:0.049555479457162 385:0.0560106319534543 415:0.0465755052479515 473:0.0471326559113915 477:0.0572383908149385 499:0.0398737260484466 513:0.0400596582115377 530:0.0440072374111824 546:0.046251084691455 557:0.0503819224301654 571:0.0845000242612158 582:0.0451523712057728 609:0.0379094709691339 717:0.054249821189513 737:0.0630814869709357 764:0.0495109014419107 799:0.0540060239785662 1001:0.0627489042021682 1013:0.0663311140263929 1036:0.0605160225399869 1080:0.108254833549783 1140:0.0543732542247166 1232:0.0606104823173039 1314:0.062423685497993 1466:0.0653831435243445 1509:0.0676473772683354 1805:0.0775257660735027 2024:0.0521356059083474 2161:0.213236448308871 2223:0.0679566191061606 2275:0.0842506221744569 2298:0.14959574007631 2629:0.0886350199454596 2647:0.0868341825110468 2830:0.162520140338019 3502:0.0906879055143469 4189:0.083332295365116 5392:0.106108159788554 7546:0.222100827292903 8947:0.71132188559158
wolffd@0: 1 6:0.0262782955619474 15:0.0300106045971991 28:0.129367959914589 29:0.0636250976215934 31:0.0667725280308552 57:0.065395881435875 60:0.0664849997686554 63:0.018933496038454 73:0.0951840519537047 75:0.0355049525157269 83:0.0453924833183933 117:0.452164097447478 142:0.00908579301424474 144:0.0520766560536685 158:0.0628712237830073 159:0.0526963588694181 172:0.0686922937970356 297:0.342282732394621 337:0.0669673092948151 340:0.100285902824916 360:0.215717300887297 365:0.0928099081760411 425:0.125891708807224 451:0.0994873481462341 457:0.0604006646549388 533:0.109708354026946 565:0.0931695301197929 574:0.0655867822395732 850:0.080295786738277 876:0.0845367910130138 963:0.0743185411995981 998:0.0969550835033273 1076:0.120061913331191 1331:0.099020648339937 1479:0.137856899389667 1482:0.207550497202734 2239:0.142084305765977 2718:0.511237306984705 4160:0.150922307869689 5731:0.187071732426619 7095:0.193985965295729
wolffd@0: 1 6:0.00836739727541643 15:0.086002376179011 28:0.0617890026065659 63:0.0180861140091227 75:0.0169579516055493 80:0.0544809528000467 159:0.0503378959935475 245:0.0967476833703794 337:0.0639701399218772 496:0.0701649352664746 513:0.125229623787299 527:0.0798064058983121 530:0.0687850325110049 850:0.0767020919143078 1530:0.113652554708543 2156:0.134858756397503 2340:0.2322932741287 6684:0.370607971964882 9154:0.842106403099639
wolffd@0: 1 6:0.0236661056583824 15:0.0270274050915888 17:0.0429864253331219 28:0.116508157879977 29:0.0573004546389972 31:0.0601350152155156 57:0.0588952139622627 60:0.0598760686557226 63:0.0170514147948571 73:0.0857222959997184 75:0.0319755882055684 83:0.040880250538968 117:0.407216795316619 142:0.00818262116576081 144:0.0468999841179208 158:0.0566215195126679 159:0.0474580854711746 172:0.0618639469628076 199:0.0368747661983025 297:0.308258170351847 337:0.0603104342780755 340:0.0903169981746278 351:0.0559835106993772 360:0.194273955976524 365:0.0835841536168562 425:0.113377462975962 436:0.06967984679841 451:0.0895978237001979 457:0.0543965459323868 533:0.0988028120731175 565:0.0839080273969436 574:0.0590671383011126 850:0.0723139964839555 876:0.0761334243850905 963:0.0669309181130238 998:0.0873172784322317 1076:0.108127177417018 1331:0.0891775161159204 1479:0.124153255640264 1482:0.186918972148349 2239:0.127960437339961 2679:0.113377462975962 2718:0.613890455469115 4160:0.135919899212302 5731:0.168475895815555 7095:0.174702820436343
wolffd@0: 1 6:0.0182213786943214 28:0.134555678256906 31:0.138900277998537 42:0.109016367444275 60:0.138302161426801 159:0.109619017166619 245:0.210683934139155 355:0.10966567712592 404:0.153017356897714 515:0.13164680490938 561:0.161470521232378 1109:0.252115371302647 2340:0.505856669251095 2837:0.274026427395922 3117:0.633612864783083
wolffd@0: 1 6:0.0210806353536847 11:0.0947293657931811 29:0.076560757858605 31:0.0401740472021078 41:0.0485343136661064 60:0.160004217165709 63:0.0911315100363774 75:0.0854469752959652 94:0.0632755123064438 106:0.0737793900005246 134:0.150978581545661 142:0.0273325788454631 174:0.0772630872864225 176:0.109270175715136 180:0.162449273582265 276:0.245644139540094 289:0.0917045167151049 328:0.106936068666223 346:0.175631590160649 351:0.149602303637312 457:0.0726807633152636 475:0.170818717758098 480:0.0775256068893023 485:0.0729421530572235 505:0.0758188750919584 507:0.0563585336789496 513:0.0788751850678619 574:0.0789212738600944 727:0.112847823927056 1045:0.054754842525595 1073:0.141114889784752 1424:0.0980148147462848 1544:0.41432229999722 1746:0.123120555143064 1808:0.211959850046384 3956:0.560637870324378 5178:0.181606421054065 5491:0.193332760268364
wolffd@0: 1 6:0.01501398237563 28:0.110870676460927 31:0.0858378924349753 42:0.0449134460932324 81:0.0457068842084074 159:0.0451617306073116 172:0.0588705355325868 179:0.0409220747503775 180:0.0578495498256344 205:0.0594006556417837 229:0.0393131095218914 255:0.0698714682342651 355:0.0451809539552907 365:0.079539766326591 586:0.0551837587260035 768:0.0938170843188041 2340:0.208406928041559 9152:0.944392434587281
wolffd@0: 1 6:0.0277096230214831 29:0.0335453162409892 31:0.105614245921966 37:0.0437024701450156 59:0.0573540085315561 142:0.0143710176340651 176:0.0478770417456197 274:0.0998205550092363 307:0.0887005793508509 327:0.0776784290762723 415:0.0803611954734464 422:0.0842260056597031 493:0.0824579677763389 515:0.0667326623526115 643:0.0751500581390212 720:0.0919601791265408 824:0.103301682285505 912:0.0878413992609688 1009:0.246965138063703 1047:0.104091259709848 1239:0.123659789598329 1430:0.277811726121149 1449:0.118354146055931 1639:0.124723304469231 1651:0.12660145136897 1751:0.125833411216932 2092:0.129929950286515 2261:0.140205808788836 2412:0.13592084219398 2480:0.154057076578997 2957:0.146196700696301 3369:0.150817346177436 3899:0.312945118397246 4212:0.151851913717489 4248:0.171623772717045 4812:0.176709447491264 5376:0.171623772717045 6299:0.54923581771369 7238:0.19160595147472
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wolffd@0: -1 6:0.0216279015900646 17:0.0589264362016478 27:0.0944628935449667 37:0.0511659463648962 72:0.067297763535858 86:0.420035353695718 96:0.067000748939456 97:0.0674774099600246 122:0.349186804639478 136:0.136962325336368 142:0.0224337194986499 197:0.241163233289315 208:0.162034958689348 215:0.0688920711184083 239:0.0916819298272547 276:0.168014141478287 291:0.0870402256998956 313:0.367886218049455 323:0.0925081041398992 434:0.0935742611260255 490:0.223822180261614 499:0.161094479087005 507:0.115643271629914 532:0.125035856797964 560:0.257638739219549 585:0.133992697953026 672:0.151096036221619 1058:0.121309788413555 1307:0.177785073633007 1429:0.174290273063348 4088:0.184716779123869 4388:0.210382559602649
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wolffd@0: -1 6:0.00684590615169123 18:0.036645944295188 27:0.0199336368450747 46:0.114647034598906 59:0.0425094371936334 100:0.0423037376677365 111:0.0856254318699619 142:0.00177524317005023 179:0.0373183711376005 199:0.0640006917242139 239:0.058040386839161 292:0.0675071831951244 336:0.0625899036356862 363:0.0639524768042061 406:0.0641895010090077 475:0.0554731340447842 507:0.0366047062566906 571:0.0540302815362633 574:0.0512591414018924 919:0.428581028017291 1018:0.222865285897179 1393:0.0783781289153888 2240:0.0929864685307315 2677:0.490694081418694 2750:0.11254905374844 3601:0.271387081686401 4700:0.584821273879615 5981:0.146205318469904
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