File size: 12,417 Bytes
model,threshold,accuracy,macro_f1,weighted_f1,roc_auc,SEG_A_precision,SEG_A_recall,SEG_A_f1,SEG_BC_precision,SEG_BC_recall,SEG_BC_f1,custom_score
Binary CNN,0.45,0.7654476670870114,0.7639259775642165,0.7653839314001928,0.8410729038248522,0.7804499612102405,0.7853239656518345,0.7828793774319066,0.7477064220183486,0.7422586520947176,0.7449725776965265,0.7805698578015575
Binary CNN,0.6,0.7688104245481294,0.7599523151864903,0.7634994355654399,0.8410729038248522,0.735048231511254,0.892271662763466,0.806064880112835,0.8325242718446602,0.6247723132969034,0.7138397502601457,0.7437344912111228
Binary CNN,0.5,0.7637662883564523,0.7598709874866914,0.7622235949426855,0.8410729038248522,0.7566024268379729,0.8274785323965652,0.790454884414616,0.7740286298568507,0.6894353369763205,0.7292870905587668,0.7631008672350283
Binary CNN,0.55,0.7620849096258933,0.7559563078431003,0.7589311994246681,0.8410729038248522,0.7423728813559322,0.8548009367681498,0.7946298984034833,0.7942477876106194,0.6539162112932605,0.7172827172827173,0.7508792576726739
Binary CNN,0.4,0.7524169819251787,0.7522376711705061,0.7527503878596479,0.8410729038248522,0.7977624784853701,0.7236533957845434,0.7589029881293492,0.7091207888249794,0.7859744990892532,0.745572354211663,0.7890092893424341
Binary CNN,0.65,0.7591424968474149,0.7459563459989857,0.7504084965622009,0.8410729038248522,0.7158536585365853,0.9164715066354411,0.8038343033207805,0.8552097428958051,0.575591985428051,0.6880783886771911,0.7233820051754652
Binary CNN,0.35,0.7385456073980664,0.7384520264365768,0.7380714638598525,0.8410729038248522,0.8129154795821463,0.6682279469164715,0.7335047129391602,0.6794871794871795,0.8205828779599271,0.7433993399339934,0.7938775451100645
Binary CNN,0.7,0.7524169819251787,0.735358392392572,0.740526806108577,0.8410729038248522,0.7032902467685076,0.9344262295081968,0.802547770700637,0.8759231905465288,0.5400728597449909,0.668169014084507,0.7084870860279816
Binary CNN,0.3,0.712484237074401,0.7105794117521511,0.7087732820424529,0.8410729038248522,0.8298342541436464,0.5862607338017174,0.687099725526075,0.6404341926729986,0.8597449908925319,0.7340590979782271,0.7944771331160756
Logistic Regression,0.4,0.7276166456494325,0.7259232182783281,0.7275804226040613,0.7870373925197897,0.7463035019455253,0.7486338797814208,0.7474668745128605,0.7056672760511883,0.7030965391621129,0.7043795620437956,0.7374094668159019
Logistic Regression,0.5,0.7288776796973518,0.7228795510173933,0.7260157154414859,0.7870373925197897,0.7196132596685083,0.8134270101483216,0.7636496885305973,0.7432867883995704,0.6302367941712204,0.6821094135041893,0.7143340764142603
Logistic Regression,0.45,0.7259352669188734,0.7222235752906152,0.7246935373559653,0.7870373925197897,0.729060451565914,0.7814207650273224,0.7543330821401658,0.7216699801192843,0.6612021857923497,0.6901140684410646,0.7233613036098878
Logistic Regression,0.55,0.725094577553594,0.7170555971804963,0.7207242590465235,0.7870373925197897,0.7091394262841895,0.8298204527712725,0.7647482014388489,0.7522727272727273,0.6029143897996357,0.6693629929221436,0.7038077735680262
Logistic Regression,0.35,0.7133249264396805,0.7128670573261393,0.7137490578290661,0.7870373925197897,0.7510477787091366,0.6994535519125683,0.7243330638641875,0.6753794266441822,0.7295081967213115,0.7014010507880911,0.7401104997027861
Logistic Regression,0.6,0.7234131988230349,0.7126220828621364,0.7169057579615818,0.7870373925197897,0.699807568954458,0.8516783762685401,0.7683098591549296,0.7682926829268293,0.5737704918032787,0.656934306569343,0.693291198441775
Logistic Regression,0.65,0.7255149222362337,0.711853893955781,0.7166800873444351,0.7870373925197897,0.6943069306930693,0.8758782201405152,0.7745944080082844,0.7916120576671035,0.5500910746812386,0.6491133799032778,0.6858800977426208
Logistic Regression,0.7,0.7246742328709542,0.7082782228737191,0.7135982048409071,0.7870373925197897,0.6883273164861613,0.8930523028883685,0.7774379884471627,0.8089260808926081,0.5282331511839709,0.6391184573002755,0.6778924522606158
Logistic Regression,0.3,0.7023959646910467,0.7023959121074839,0.7024055348994744,0.7870373925197897,0.7606915377616015,0.652615144418423,0.7025210084033613,0.65234375,0.7604735883424408,0.7022708158116064,0.7452116591016626
Random Forest,0.45,0.7524169819251787,0.7517425209482546,0.7527378948093603,0.8323799285906246,0.7831423895253683,0.747072599531616,0.7646823811426289,0.7199654278305964,0.7586520947176685,0.7388026607538802,0.7780066153717898
Random Forest,0.5,0.7511559478772594,0.7476856927872729,0.7499618816097371,0.8323799285906246,0.7501815541031227,0.8064012490241999,0.7772761474793077,0.7524950099800399,0.6867030965391621,0.7180952380952381,0.7547991846538451
Random Forest,0.4,0.741067675493905,0.7410390781718942,0.7408297457747751,0.8323799285906246,0.809878844361603,0.6783762685402029,0.7383177570093458,0.6845329249617151,0.8142076502732241,0.7437603993344426,0.7903919049279122
Random Forest,0.55,0.7461118116855822,0.7383791302827928,0.7418389852869748,0.8323799285906246,0.7246184472461845,0.8524590163934426,0.7833572453371592,0.783256880733945,0.6220400728597449,0.6934010152284263,0.731677652548228
Random Forest,0.6,0.7444304329550231,0.7311364734748504,0.7357353290228119,0.8323799285906246,0.7068223724646588,0.897736143637783,0.7909215955983494,0.8257978723404256,0.5655737704918032,0.6713513513513514,0.7118406991146685
Random Forest,0.35,0.7154266498528794,0.7137140861230922,0.7120108298048798,0.8323799285906246,0.8304157549234136,0.5925058548009368,0.6915717539863325,0.6436860068259386,0.8588342440801457,0.7358564182598517,0.792849886250468
Random Forest,0.65,0.73224043715847,0.7121844194879756,0.7180287685862248,0.8323799285906246,0.686558516801854,0.9250585480093677,0.7881609577652146,0.8529862174578867,0.5072859744990893,0.6362078812107367,0.6867735387221043
Random Forest,0.7,0.7234131988230349,0.6956096821112727,0.7026862378251149,0.8323799285906246,0.6714364336818932,0.9523809523809523,0.7876049063912202,0.891459074733096,0.4562841530054645,0.6036144578313253,0.6648430973233358
Random Forest,0.3,0.6881042454812947,0.6820980450633853,0.6787367769396011,0.8323799285906246,0.8495460440985733,0.5113192818110851,0.6384015594541911,0.6106965174129353,0.8943533697632058,0.7257945306725795,0.7908592075315033
Extra Trees,0.5,0.7595628415300546,0.7563543936092956,0.758505111446288,0.8343485920750098,0.7585703865791393,0.8118657298985168,0.7843137254901961,0.7609126984126984,0.6985428051001822,0.7283950617283951,0.7624091765962758
Extra Trees,0.45,0.7528373266078184,0.7520624067698556,0.7531286498551729,0.8343485920750098,0.7814784727863525,0.750975800156128,0.7659235668789809,0.7221254355400697,0.7550091074681239,0.7382012466607302,0.7776322725708823
Extra Trees,0.4,0.7452711223203027,0.7452674766236245,0.7451933474578344,0.8343485920750098,0.8099173553719008,0.6885245901639344,0.7443037974683544,0.6906976744186046,0.8114754098360656,0.7462311557788944,0.7918541912227723
Extra Trees,0.55,0.7486338797814208,0.740744641922537,0.744223510665129,0.8343485920750098,0.7257105089226702,0.8571428571428571,0.7859699355762347,0.7886836027713626,0.6220400728597449,0.6955193482688391,0.7332144562494411
Extra Trees,0.6,0.7440100882723834,0.7305348325908281,0.7351701179098593,0.8343485920750098,0.7061349693251534,0.8985167837626854,0.7907935417382342,0.8264352469959947,0.563752276867031,0.6702761234434218,0.7116441937189435
Extra Trees,0.35,0.7229928541403952,0.7217341868829141,0.72029458620717,0.8343485920750098,0.8315565031982942,0.6088992974238876,0.7030193780982424,0.6523247744621791,0.8561020036429873,0.7404489956675857,0.7958288534685647
Extra Trees,0.65,0.7313997477931904,0.7115551115551115,0.717374932759548,0.8343485920750098,0.686411149825784,0.9227166276346604,0.7872127872127872,0.8493150684931506,0.5081967213114754,0.6358974358974359,0.6873856386379901
Extra Trees,0.7,0.7187894073139974,0.6897353955634851,0.6970388078579134,0.8343485920750098,0.6675794085432639,0.9516003122560499,0.7846797553910525,0.8878842676311031,0.4471766848816029,0.5947910357359176,0.6603517413123778
Extra Trees,0.3,0.6876839007986549,0.6817070370847225,0.6783519264723004,0.8343485920750098,0.8484455958549223,0.5113192818110851,0.6380905991232343,0.6104542626011201,0.8934426229508197,0.7253234750462108,0.7910201793416378
XGBoost,0.4,0.7654476670870114,0.7648789787798409,0.7657684656192613,0.8459053363648903,0.7975308641975308,0.7564402810304449,0.7764423076923077,0.7319587628865979,0.7759562841530054,0.753315649867374,0.7925100776673051
XGBoost,0.5,0.7667087011349306,0.7629389398706308,0.7652384942418538,0.8459053363648903,0.759656652360515,0.8290398126463701,0.7928331466965286,0.7767584097859327,0.6939890710382514,0.733044733044733,0.7671438981691948
XGBoost,0.45,0.7616645649432535,0.7597202986544873,0.761382918892077,0.8459053363648903,0.7721036585365854,0.7907884465261514,0.7813343617431546,0.7488284910965324,0.7276867030965392,0.7381062355658199,0.7759657313002238
XGBoost,0.55,0.7654476670870114,0.7591395750202852,0.76213796683382,0.8459053363648903,0.7437626432906271,0.8610460577673692,0.7981186685962374,0.8013392857142857,0.6539162112932605,0.720160481444333,0.7536022943055594
XGBoost,0.6,0.7591424968474149,0.7498719695875705,0.7535761322263294,0.8459053363648903,0.7275064267352185,0.8836846213895394,0.7980260838914346,0.818955042527339,0.6138433515482696,0.7017178552837064,0.7378733942089761
XGBoost,0.35,0.7461118116855822,0.7460880788363969,0.7458992479059231,0.8459053363648903,0.8148837209302325,0.6838407494145199,0.7436332767402377,0.6894171779141104,0.8187613843351548,0.7485428809325562,0.7978352477445723
XGBoost,0.65,0.755359394703657,0.742835459627163,0.7472009455681122,0.8459053363648903,0.7153419593345656,0.9063231850117096,0.7995867768595041,0.8412698412698413,0.5792349726775956,0.686084142394822,0.7246762765636109
XGBoost,0.7,0.7465321563682219,0.729436629733063,0.7346682039374678,0.8459053363648903,0.6998820754716981,0.9266198282591726,0.7974470943903258,0.862371888726208,0.5364298724954463,0.6614261650758001,0.7064752145513262
XGBoost,0.3,0.7280369903320723,0.7265743116674793,0.7250359772098902,0.8459053363648903,0.8430735930735931,0.6081186572989852,0.7065759637188208,0.6549828178694158,0.8679417122040073,0.7465726596161378,0.804783839237661
HistGradientBoosting,0.45,0.7725935266918873,0.7701356908445516,0.7719640809261062,0.8455733154738798,0.7752976190476191,0.8134270101483216,0.7939047619047619,0.7690821256038647,0.7249544626593807,0.7463666197843413,0.7792126097777988
HistGradientBoosting,0.5,0.7738545607398066,0.769713991665887,0.772089302451239,0.8455733154738798,0.7621736062103035,0.8430913348946136,0.8005930318754633,0.7910602910602911,0.6930783242258652,0.7388349514563107,0.7694810885762784
HistGradientBoosting,0.55,0.7700714585960488,0.7641163096362591,0.766999357942189,0.8455733154738798,0.7486449864498645,0.862607338017174,0.8015959376133478,0.805094130675526,0.6621129326047359,0.7266366816591704,0.7579523982780884
HistGradientBoosting,0.4,0.7650273224043715,0.7640641762841263,0.7652237535210006,0.8455733154738798,0.7888,0.7697111631537861,0.7791386803634927,0.7387068201948627,0.7595628415300546,0.7489896722047598,0.7871665176148308
HistGradientBoosting,0.6,0.7658680117696511,0.7574184371455953,0.7609010320919967,0.8455733154738798,0.7347600518806745,0.8844652615144418,0.8026921714488133,0.8231780167264038,0.6275045537340619,0.7121447028423773,0.7448907356206207
HistGradientBoosting,0.35,0.7549390500210172,0.7547502910993875,0.7552736681093608,0.8455733154738798,0.7998281786941581,0.726775956284153,0.7615541922290389,0.7119341563786008,0.7877959927140255,0.7479463899697363,0.7919109088961266
HistGradientBoosting,0.65,0.7595628415300546,0.7479331372302038,0.7520979824099938,0.8455733154738798,0.7203231821006837,0.9047619047619048,0.802076124567474,0.8415584415584415,0.5901639344262295,0.6937901498929336,0.7298944298621144
HistGradientBoosting,0.7,0.7549390500210172,0.7397909820802921,0.7446204183749832,0.8455733154738798,0.708732057416268,0.9250585480093677,0.8025736539112767,0.8642149929278642,0.5564663023679417,0.6770083102493075,0.7165282781846634
HistGradientBoosting,0.3,0.7305590584279109,0.7303759311021949,0.729835410124678,0.8455733154738798,0.8088803088803089,0.6541764246682279,0.7233491583944757,0.6701414743112435,0.819672131147541,0.737402703809914,0.7917240064273043