eval/binary_classification_evaluation_val_results.csv

epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision,cosine_recall,cosine_f1_threshold,cosine_ap,cosine_mcc
0.061083623480544864,1000,0.7715645449137418,0.6943722943722944,0.642456608811749,0.7554160125588697,0.765214242706447,0.4869528029035587
0.12216724696108973,2000,0.7933372992266507,0.7306081178679764,0.6765650080256822,0.7940345368916798,0.8103098867191393,0.5490555698350416
0.1832508704416346,3000,0.7998810232004759,0.7388080197747873,0.6565779838906517,0.8445839874411303,0.8161857606526821,0.5581102952177118
0.24433449392217946,4000,0.7984533016061868,0.7350675773870077,0.6842532467532467,0.7940345368916798,0.8242787909511342,0.5575623728668458
0.30541811740272434,5000,0.8046400951814396,0.7409733124018839,0.6792255363683936,0.8150706436420723,0.8264066384053853,0.5652635410064228
0.3665017408832692,6000,0.8002379535990481,0.7426636568848759,0.6743530617473739,0.8263736263736263,0.8202904760948532,0.5669860129901301
0.42758536436381406,7000,0.8041641879833432,0.7400461627236007,0.6845476381104884,0.8053375196232339,0.8316734296456567,0.5650052514824565
0.4886689878443589,8000,0.8122546103509816,0.7549303944315545,0.7014281864726489,0.8172684458398745,0.8422285162959416,0.5910633111346667
0.5497526113249038,9000,0.8047590719809637,0.7359033371691599,0.6790549508893018,0.8031397174254317,0.8288616481753059,0.5575274001407728
0.6108362348054487,10000,0.815348007138608,0.7550871029131898,0.7073505211190345,0.8097331240188383,0.8469009014788287,0.5925347516250373
0.6719198582859935,11000,0.8116597263533611,0.7545481658216522,0.7185458676512354,0.7943485086342229,0.8428486410193493,0.5943834427580784
0.7330034817665384,12000,0.8139202855443188,0.7567567567567568,0.6888201957753736,0.8395604395604396,0.8431242636341706,0.5917721064081484
0.7940871052470833,13000,0.6349791790600833,0.549486582103719,0.378867206092337,0.9996860282574568,0.46594332142219436,-0.013964889747287565
0.8551707287276281,14000,0.8146341463414634,0.7531467495927736,0.7127242152466368,0.7984301412872842,0.8457286128295436,0.5909306038383263
0.916254352208173,15000,0.8134443783462225,0.7521631644004944,0.740492850623669,0.7642072213500785,0.8460790968360797,0.5972661751456302
0.9773379756887178,16000,0.8111838191552647,0.7538416932444187,0.7002423915970913,0.8163265306122449,0.844741733272779,0.5891741493329753
1.0384215991692627,17000,0.8101130279595479,0.7500722334585379,0.6946748728926947,0.8150706436420723,0.8429641404175311,0.5823242869041363
1.0995052226498077,18000,0.8143961927424153,0.7519039250146455,0.7046390337633819,0.8059654631083203,0.8442395836063484,0.5872156652064053
1.1605888461303524,19000,0.8097560975609757,0.748527679623086,0.7047407818131411,0.798116169544741,0.8407090098830878,0.5822926985526478
1.2216724696108974,20000,0.8110648423557406,0.7475874547647768,0.7191760951552074,0.7783359497645211,0.8397140499094808,0.5847821416252674
1.2827560930914421,21000,0.8145151695419394,0.7534952170713761,0.7091412742382271,0.8037676609105181,0.8458668943317845,0.5905876114796338
1.343839716571987,22000,0.8127305175490779,0.7532885121309558,0.70467596390484,0.8091051805337519,0.8449174103790579,0.5892764817499798
1.404923340052532,23000,0.8127305175490779,0.7534429142603287,0.7130044843049327,0.7987441130298273,0.8459968901506725,0.5914267930088032
1.4660069635330768,24000,0.8197501487209994,0.7562975108063795,0.7199205448354143,0.7965463108320251,0.8513923247780792,0.5972270709106697
1.5270905870136215,25000,0.8151100535395598,0.7549004710530315,0.7314487632508834,0.779905808477237,0.8467298579715266,0.5983077488622144
1.5881742104941665,26000,0.8159428911362284,0.7572786242268819,0.7288037166085947,0.7880690737833596,0.8497060331891434,0.6008862104654444
1.6492578339747115,27000,0.8099940511600238,0.7493839686911147,0.6960150780829295,0.8116169544740973,0.8414326400320202,0.5815627395480915
1.7103414574552562,28000,0.811540749553837,0.7503256621797655,0.6960257787325457,0.8138147566718995,0.8453293417485445,0.5829865192687969
1.771425080935801,29000,0.8086853063652588,0.7471902119789443,0.6831425598335068,0.8244897959183674,0.8416151902390879,0.5756661405287067
0.061083623480544864,1000,0.7607376561570494,0.6887508626639062,0.6145320197044335,0.783359497645212,0.7314913330511355,0.4694338580062362
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0.1832508704416346,3000,0.7549077929803688,0.6819773141016665,0.615520728008089,0.7645211930926217,0.7356301695968712,0.45985617139225843
0.24433449392217946,4000,0.756335514574658,0.6871722182849044,0.6263565891472869,0.7610675039246467,0.7430061115349865,0.47113075767797036
0.30541811740272434,5000,0.7534800713860798,0.6807659331237497,0.6247049567269867,0.7478806907378336,0.7385834471072095,0.46163445217887605
0.3665017408832692,6000,0.7546698393813206,0.6812365204888569,0.6283819628647215,0.7437990580847724,0.7414476267520129,0.4637256756596248
0.42758536436381406,7000,0.7521713265913147,0.6779994380443944,0.6135265700483091,0.7576138147566719,0.735690138899498,0.45348186140653657
0.4886689878443589,8000,0.7555026769779893,0.6823224319262354,0.630457933972311,0.7434850863422292,0.7414335176937211,0.46601276503192407
0.5497526113249038,9000,0.753837001784652,0.6786853418388573,0.607799304520616,0.7682888540031397,0.7385280521557737,0.452338584565654
0.6108362348054487,10000,0.7547888161808447,0.6799784133837021,0.596167494677076,0.7912087912087912,0.7386186672799867,0.4503936255706643
0.6719198582859935,11000,0.7522903033908388,0.6780657226823403,0.5900953266682167,0.7968602825745683,0.7368792244429465,0.44558294436185214
0.7330034817665384,12000,0.7502676977989292,0.6770212175842462,0.6063089915548932,0.7664050235478806,0.7339163188364726,0.44939297866969335
0.7940871052470833,13000,0.7528851873884592,0.6787279151943463,0.6172236503856041,0.7538461538461538,0.7384293409213212,0.4559171186219653
0.8551707287276281,14000,0.7541939321832243,0.6796907940969782,0.6152671755725191,0.7591836734693878,0.7391480711844824,0.4565192914356373
0.916254352208173,15000,0.755145746579417,0.679214402618658,0.6004340487099108,0.7817896389324961,0.7402273340255704,0.45057991550963017
0.9773379756887178,16000,0.7506246281975015,0.677436440677966,0.5857568124570643,0.8031397174254317,0.7353450407341742,0.4433428445112205
1.0384215991692627,17000,0.7515764425936943,0.6772697150430748,0.5860091743119266,0.8021978021978022,0.7371742604800778,0.44314398691192286
1.0995052226498077,18000,0.7541939321832243,0.6792452830188679,0.5918843283582089,0.7968602825745683,0.7405858510369355,0.44796957989730163
1.1605888461303524,19000,0.7539559785841761,0.6793668581033757,0.6133029843196762,0.7613814756671899,0.7405521409890643,0.45532788965149545
1.2216724696108974,20000,0.7560975609756098,0.681356379469587,0.5876194811106054,0.8106750392464678,0.7436127656589715,0.4502242555416598
1.2827560930914421,21000,0.7559785841760857,0.6833889259506337,0.594199535962877,0.8040816326530612,0.7441216868211742,0.45521817917395674
1.343839716571987,22000,0.7527662105889351,0.6780520346897931,0.5895591647331787,0.7978021978021979,0.7401035304347261,0.445404945160354
1.404923340052532,23000,0.7535990481856039,0.6809756097560976,0.612280701754386,0.7670329670329671,0.7416996801279538,0.4572537565255797
1.4660069635330768,24000,0.7524092801903629,0.6781911215599502,0.606030647553139,0.7698587127158556,0.7401008305373986,0.4509873759633262
1.5270905870136215,25000,0.7543129089827484,0.6809945217024863,0.6161667513980681,0.7610675039246467,0.7431488308197921,0.45869523302457893
1.5881742104941665,26000,0.7526472337894111,0.6777456647398844,0.6278447121820616,0.7362637362637363,0.7408120495976134,0.45884478354243485
1.6492578339747115,27000,0.7532421177870315,0.6808334483234442,0.6073362875430822,0.7745682888540032,0.7419731328313726,0.45531266331251036
1.7103414574552562,28000,0.7533610945865556,0.6780657226823403,0.5900953266682167,0.7968602825745683,0.7396130242082695,0.44558294436185214
1.771425080935801,29000,0.7566924449732302,0.6812339331619537,0.6248362588420225,0.7488226059654631,0.7445922250806941,0.4623246933998863
1.832508704416346,30000,0.7549077929803688,0.6803983085527213,0.6015436565364206,0.7830455259026687,0.744076484055314,0.4527294142468949
1.893592327896891,31000,0.7545508625817966,0.6800647423792825,0.5961220146606763,0.7915227629513344,0.74385175965233,0.45051368764315297
1.9546759513774357,32000,0.7524092801903629,0.6792655140061654,0.5926099158091674,0.7956043956043956,0.7415113534682358,0.44821386277501274
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2.0768431983385254,34000,0.7562165377751339,0.6798483206933912,0.5977613717551798,0.7880690737833596,0.7463965092505194,0.4506855058303905
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