Results: metrics_table.csv

results/metrics_table.csv

@@ -0,0 +1,19 @@
+epoch,lr,tr_loss,tr_dice,tr_dice_lung,tr_iou,vl_loss,vl_dice,vl_dice_lung,vl_iou,vl_sensitivity,vl_specificity
+1,3.6e-05,0.222351477646042,0.8122183214859154,0.8643194033843653,0.7607211662040152,0.164321453796336,0.8695144339763634,0.8554054453079414,0.8294952275200175,0.9309405928280893,0.9861196931090689
+2,5.2000000000000004e-05,0.04813085274697074,0.8922297440480402,0.8952517938509205,0.852296385585549,0.10009976921203351,0.8945883286299668,0.8643117434895639,0.8599456662356858,0.9280648804268636,0.987884982287795
+3,6.8e-05,0.03702836479105596,0.9016454909832088,0.9030235033059111,0.8639803225221878,0.0913269816586906,0.9020529775955497,0.8768535312870641,0.8683548649166732,0.9479718075796212,0.9873362550881154
+4,8.400000000000001e-05,0.03562424848298507,0.9052711921912494,0.9057400690166137,0.8685349610053638,0.0902230524389981,0.9007335161530149,0.8772986392893783,0.8672008220289714,0.9459395362195004,0.9873317161189106
+5,0.0001,0.03456731674984245,0.9081665834771143,0.9075967466851254,0.8719365220038033,0.09381922277838448,0.9025959490191809,0.8769144763513245,0.869126223089117,0.9421427658907726,0.9875700758484188
+6,9.757729755661011e-05,0.03362770067322206,0.909467040228425,0.9093106546242943,0.8736120849730856,0.09158938157479049,0.9020255814776957,0.8776707272922066,0.8692004186148622,0.9454395351948802,0.9877136323473314
+7,9.05463412215599e-05,0.03271582689488123,0.9106310575042248,0.9100070598163545,0.8751669842889045,0.09695161181611693,0.9010679105689682,0.8750339157834711,0.8676700849755895,0.941437033933066,0.9875678680337489
+8,7.959536998847742e-05,0.031583801350157474,0.9120936629617161,0.9110577817816949,0.8768939497993399,0.10010416299727885,0.8970684027960302,0.8740964919599059,0.8639109126925774,0.9416191294433128,0.9874313940945041
+9,6.57963412215599e-05,0.030252826458656873,0.913970287811284,0.9124207023714958,0.8789568305912083,0.09442404042110514,0.9027500119840297,0.8782417574266481,0.8696490539629247,0.9446241748631824,0.9876933474476753
+10,5.05e-05,0.02872764300857775,0.9157226912604898,0.9136764762870221,0.8810470012700121,0.09533857852435669,0.9029415158477166,0.8765316518141745,0.869707865126765,0.9395399892144896,0.9878703058654257
+11,3.5203658778440106e-05,0.027540359385322045,0.9172847317796206,0.9152660675330146,0.8829191261777162,0.10098456765938656,0.9002029721231158,0.8737974302891165,0.8663363304003936,0.9342208395172453,0.9881075337284901
+12,2.1404630011522586e-05,0.026242982286240165,0.9185274581888465,0.9161753877635449,0.8846450035692776,0.09740095705816858,0.9029022886921723,0.8779181672293728,0.8695230556864394,0.9446529691649034,0.9875220787418582
+13,1.0453658778440109e-05,0.02535004714326042,0.9201556414042799,0.9179295670569656,0.8864487528812102,0.09992494330368103,0.9025594962584399,0.8763701498004545,0.8693424898673591,0.939933985726571,0.987864586795318
+14,3.4227024433899e-06,0.02470696006349242,0.9209014323104301,0.9186749229449862,0.8875242962553451,0.10301037101614971,0.8991823405056305,0.8731291904556863,0.8648110969118881,0.935364719871142,0.9879424471613547
+15,0.0001,0.024346951525000597,0.9218989426690545,0.919562686889005,0.8886748638299192,0.10344837293106557,0.9010813883111053,0.875408867636959,0.8676981144205969,0.9396139241516437,0.9878000366527881
+16,9.939057285945933e-05,0.02762960391239192,0.9165346282680473,0.9153035137334613,0.8819758403790149,0.10072786634511713,0.8987504022228185,0.8734967382226272,0.8644830948679068,0.9346905982144326,0.9881015208101486
+17,9.757729755661011e-05,0.027516797213830466,0.9170397318292671,0.9155244639641724,0.8825977662569873,0.10060497455232278,0.8976572084977812,0.877597959410234,0.8635325694376383,0.9439520258850943,0.9875840005505103
+19,9.05463412215599e-05,0.025815924246042343,0.9185118472095027,0.9173770964045428,0.8846529819717233,0.10050062147064909,0.901063670339301,0.875673496746697,0.8676570563499413,0.9378460480958162,0.9880302679432131