epoch iter split loss ge_penalty precision tpr fpr auprc 1 1 train 1.9681801795959473 7.347776889801025 0.2253589786047119 0.23038572072982788 0.05279465392231941 - 1 2 train 0.23424258828163147 161.3192901611328 0.08483038926927107 0.8114657402038574 0.5836185812950134 - 1 3 train 1.1880418062210083 3.014893054962158 0.197520155045592 0.4488202929496765 0.12156371027231216 - 1 4 train 2.1858367919921875 9.501713752746582 0.2688741233546801 0.23299872875213623 0.042238205671310425 - 1 5 train 3.409085750579834 15.541078567504883 0.43007816191888815 0.2533295154571533 0.022380122914910316 - 1 6 train 5.051277160644531 17.181909561157227 0.2606928289888218 0.09616446495056152 0.01818106323480606 - 1 7 train 3.955857753753662 14.676431655883789 0.27155313927113567 0.13730135560035706 0.02455424703657627 - 1 8 train 5.394682884216309 19.145275115966797 0.12134483661425012 0.028744308277964592 0.013875791803002357 - 1 9 train 4.725533485412598 18.93134880065918 0.38521543815383175 0.13467930257320404 0.014329430647194386 - 1 10 train 4.693020820617676 7.635773181915283 0.13078681586493712 0.11499926447868347 0.05095257982611656 - 1 11 train 4.138162136077881 5.010810375213623 0.21231128748683784 0.27384427189826965 0.06773201376199722 - 1 12 train 2.7215561866760254 2.7162327766418457 0.1552083440456348 0.28066983819007874 0.10184485465288162 - 1 13 train 3.7118403911590576 3.4136438369750977 0.14451646322482245 0.33958300948143005 0.13401362299919128 - 1 14 train 5.245795249938965 8.613694190979004 0.09298520964300787 0.283290833234787 0.18422211706638336 - 1 15 train 2.104654550552368 3.857750177383423 0.18435165774623744 0.47895801067352295 0.14127394556999207 - 1 16 train 2.750026226043701 11.621628761291504 0.15105692239977964 0.5415186882019043 0.20288977026939392 - 1 17 train 2.790816307067871 12.414383888244629 0.14319391373215104 0.5197052955627441 0.2073117196559906 - 1 18 train 2.1854310035705566 7.141775608062744 0.16136261660988874 0.5007349252700806 0.17349538207054138 - 1 19 train 5.445367813110352 2.7144811153411865 0.09928433463443387 0.18718111515045166 0.11320817470550537 - 1 20 train 6.5673089027404785 3.494206190109253 0.21364585007292566 0.34201085567474365 0.08392134308815002 - 1 21 train 5.345507621765137 5.904340744018555 0.1906048074973884 0.2136380970478058 0.06048034504055977 - 1 22 train 6.822351455688477 6.627874374389648 0.13966680480181867 0.13736526668071747 0.05641039460897446 - 1 23 train 3.8832814693450928 5.79088020324707 0.21524741863965016 0.25308993458747864 0.061514634639024734 - 1 24 train 2.541963577270508 5.581067085266113 0.2662439663819961 0.34449827671051025 0.06329475343227386 - 1 25 train 2.1639699935913086 2.8446948528289795 0.21675497489787757 0.4052397906780243 0.09762238711118698 - 1 26 train 3.9193968772888184 4.957507610321045 0.1151920056027842 0.300188273191452 0.15371955931186676 - 1 27 train 3.3515713214874268 3.920363664627075 0.16639371526413294 0.42399948835372925 0.14161139726638794 - 1 28 train 2.005983591079712 3.143866539001465 0.18275024657613315 0.428772896528244 0.12783005833625793 - 1 29 train 3.4787912368774414 5.342972278594971 0.1392343836973164 0.3826358914375305 0.15770044922828674 - 1 30 train 1.9351844787597656 3.17206072807312 0.18500502486901432 0.4370599389076233 0.12835748493671417 - 1 31 train 3.116476535797119 4.645053386688232 0.11890016879110646 0.30440446734428406 0.15038427710533142 - 1 32 train 2.2068753242492676 2.7602996826171875 0.1897657571918029 0.3977143168449402 0.11320685595273972 - 1 33 train 1.1454914808273315 2.7779767513275146 0.2538745802880899 0.5185582041740417 0.10160120576620102 - 1 34 train 2.0889148712158203 2.6931238174438477 0.18298902140188616 0.3692559003829956 0.10991048067808151 - 1 35 train 3.049564838409424 2.870666980743408 0.18337032086002855 0.324446439743042 0.09632696211338043 - 1 36 train 1.8945271968841553 2.792154550552368 0.20272935827706784 0.3831077814102173 0.10044281929731369 - 1 37 train 4.148195266723633 4.093877792358398 0.14979894178216482 0.20274299383163452 0.07671274244785309 - 1 38 train 2.113818883895874 2.918271541595459 0.16413803270272231 0.2852347493171692 0.09683594107627869 - 1 39 train 2.7567577362060547 3.290886640548706 0.19101737446757744 0.3107363283634186 0.08773382753133774 - 1 40 train 1.869323968887329 2.9913887977600098 0.14848730427816442 0.3234809637069702 0.12366857379674911 - 1 41 train 1.9949109554290771 2.748260974884033 0.17955192742332485 0.36070746183395386 0.10988158732652664 - 1 42 train 1.6657702922821045 3.3486270904541016 0.1894491531416366 0.45990195870399475 0.13117818534374237 - 1 43 train 2.5479705333709717 5.184300422668457 0.10022417898896663 0.2598485052585602 0.15552161633968353 - 1 44 train 1.5539209842681885 3.1817405223846436 0.1816932258811629 0.42345505952835083 0.12714330852031708 - 1 45 train 1.1825134754180908 2.7469723224639893 0.19428974978871627 0.3932107090950012 0.10870841890573502 - 1 46 train 2.859964370727539 2.7717933654785156 0.11919270374190762 0.21831822395324707 0.1075548455119133 - 1 47 train 1.6077404022216797 3.9198246002197266 0.2681511541489706 0.43166956305503845 0.07854197919368744 - 1 48 train 1.0656895637512207 2.794351100921631 0.22047454423336557 0.46362972259521484 0.10928281396627426 - 1 49 train 1.391963005065918 2.7878634929656982 0.17081993540418108 0.34205031394958496 0.1106901690363884 - 1 50 train 2.2504096031188965 2.937774419784546 0.142859115575353 0.2990657687187195 0.11962439119815826 - 1 51 train 1.275298833847046 4.1154398918151855 0.16166076669736001 0.4125530421733856 0.14262765645980835 - 1 52 train 2.1367592811584473 2.8196022510528564 0.17883651016079752 0.3619031310081482 0.11078336089849472 - 1 53 train 1.9258179664611816 2.8552279472351074 0.17699314705316538 0.3689514696598053 0.11437338590621948 - 1 54 train 2.389035224914551 2.806046485900879 0.1791454435321119 0.3598940670490265 0.10993700474500656 - 1 55 train 1.8741965293884277 2.820244550704956 0.1663160426219742 0.3284055292606354 0.10974545776844025 - 1 56 train 1.5905637741088867 2.832620143890381 0.1741091144474372 0.32606276869773865 0.10311246663331985 - 1 57 train 1.2531683444976807 2.885603904724121 0.22122275669816957 0.42348653078079224 0.0993875190615654 - 1 58 train 1.3654032945632935 2.9768855571746826 0.2124961416775986 0.3939253091812134 0.09732497483491898 - 1 59 train 1.3181109428405762 3.000216007232666 0.18237502473063152 0.40328896045684814 0.12053517997264862 - 1 60 train 0.9584125280380249 2.876673460006714 0.2335149627446999 0.46284544467926025 0.10128235071897507 - 1 61 train 1.1843013763427734 3.3069770336151123 0.16265075970034695 0.376498281955719 0.12921780347824097 - 1 62 train 1.9048032760620117 2.8340773582458496 0.1727993458892718 0.33353859186172485 0.10644460469484329 - 1 63 train 1.7774099111557007 3.115021228790283 0.19716774442202778 0.34413447976112366 0.09341699630022049 - 1 64 train 1.6030824184417725 2.986013889312744 0.1915131833345523 0.3436757028102875 0.09672345966100693 - 1 65 train 2.0428879261016846 2.8983144760131836 0.1287262132944692 0.25777679681777954 0.11631620675325394 - 1 66 train 1.1899688243865967 3.1091227531433105 0.17647022624219305 0.396543025970459 0.1233692541718483 - 1 67 train 0.79978346824646 3.7108283042907715 0.20683151016385454 0.5343716740608215 0.1366158127784729 - 1 68 train 1.0671892166137695 3.234807014465332 0.1968622408392507 0.4666970670223236 0.12693211436271667 - 1 69 train 3.153067111968994 2.8699347972869873 0.1672024303007748 0.3062468469142914 0.10168977081775665 - 1 70 train 1.8638687133789062 2.84942889213562 0.15758937565529754 0.2940985858440399 0.10480900853872299 - 1 71 train 1.4619817733764648 2.923604965209961 0.1707202915233761 0.36144059896469116 0.11704733967781067 - 1 72 train 1.067376732826233 2.8727025985717773 0.2202998003114191 0.4418860077857971 0.10426356643438339 - 1 73 train 1.7323888540267944 2.905642509460449 0.18082082113723758 0.33004939556121826 0.09968233108520508 - 1 74 train 1.8058202266693115 2.9642179012298584 0.17245303714237606 0.3067053556442261 0.09811872243881226 - 1 75 train 0.9986916184425354 3.2381696701049805 0.25990801541604625 0.4767771065235138 0.09050866216421127 - 1 76 train 1.6202808618545532 3.0184147357940674 0.13752681574435735 0.2899598479270935 0.12122852355241776 - 1 77 train 0.9599666595458984 3.607286214828491 0.18980637390832908 0.4728526473045349 0.13455896079540253 - 1 78 train 1.190807819366455 3.054483413696289 0.2271225385149857 0.42209500074386597 0.09575676172971725 - 1 79 train 1.1043031215667725 2.9324357509613037 0.2096188731039016 0.46866193413734436 0.11780796200037003 - 1 80 train 1.4045758247375488 3.250743865966797 0.17695588045204416 0.41125211119651794 0.12751902639865875 - 1 81 train 1.373322606086731 2.8613874912261963 0.18397064945758407 0.3803446888923645 0.11247171461582184 - 1 82 train 1.3385305404663086 3.4872937202453613 0.17384481004634203 0.4178142547607422 0.1323707103729248 - 1 83 train 1.6041829586029053 2.947828769683838 0.15147837991252558 0.31614840030670166 0.11806251853704453 - 1 84 train 1.7366760969161987 2.9721598625183105 0.16496942668153253 0.35400545597076416 0.11945866048336029 - 1 85 train 1.9978340864181519 2.8356378078460693 0.1403036068667952 0.27821314334869385 0.11364824324846268 - 1 86 train 1.1634924411773682 2.806267023086548 0.21088263548337569 0.4512598514556885 0.1125735342502594 - 1 87 train 2.251157283782959 3.5327696800231934 0.20252647768895699 0.3252778649330139 0.08538816124200821 - 1 88 train 1.236033320426941 3.124746561050415 0.23780016460545106 0.4352288246154785 0.09300003200769424 - 1 89 train 1.7431588172912598 4.104849338531494 0.20037564737683214 0.29183679819107056 0.07764078676700592 - 1 90 train 1.3174164295196533 2.804443120956421 0.18208935581226673 0.3607185482978821 0.10801859200000763 - 1 91 train 1.5561845302581787 3.318556785583496 0.1998788299752487 0.3339514434337616 0.08912120014429092 - 1 92 train 1.4923596382141113 2.9906084537506104 0.17962265551294174 0.3941025137901306 0.1199970468878746 - 1 93 train 1.163698434829712 2.8631372451782227 0.2088293327645399 0.4516757130622864 0.11408122628927231 - 1 94 train 1.182713508605957 3.3601903915405273 0.17585564073011523 0.41474324464797974 0.12957912683486938 - 1 95 train 1.0512762069702148 3.2925424575805664 0.1910517590165128 0.4542064368724823 0.12821292877197266 - 1 96 train 1.5681266784667969 4.912944793701172 0.1469921286494772 0.39261317253112793 0.15189120173454285 - 1 97 train 1.444230318069458 2.970364570617676 0.18441929303377497 0.4025923013687134 0.11869566142559052 - 1 98 train 1.608652114868164 2.822300672531128 0.2145065705584271 0.4359728991985321 0.1064315065741539 - 1 99 train 1.4762258529663086 4.011660099029541 0.2219902168352276 0.3355044722557068 0.07838957756757736 - 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