History epoch 4

baseline_history.csv

@@ -1,4 +1,5 @@
 epoch,learning_rate,train_loss,val_loss,train_dice,val_dice,train_dice_macro_all,val_dice_macro_all,train_tumor_dice,val_tumor_dice,train_iou,val_iou,train_tumor_iou,val_tumor_iou,train_precision,val_precision,train_recall,val_recall,train_fnr,val_fnr,train_fpr,val_fpr,train_TP,train_TN,train_FP,train_FN,val_TP,val_TN,val_FP,val_FN,val_dice_background,val_dice_ncr_net,val_dice_edema,val_dice_enhancing,val_iou_background,val_iou_ncr_net,val_iou_edema,val_iou_enhancing,epoch_seconds
 1,0.0001,1.1125186969633816,1.0099386500345695,0.6615841856269699,0.6674318233054427,0.7353144226590893,0.7429428393603166,0.8678743236621547,0.8947694160163815,0.4994248851592665,0.5155122641387778,0.7665883230115579,0.8095771407187585,0.8353844874503357,0.879521949557349,0.9029936193066465,0.9105548718247835,0.0970063806933536,0.08944512817521655,0.05558620019555165,0.035374881943997336,16565585,55460843,3264308,1779600,3902752,14577927,534604,383373,0.9694758875249382,0.47713598480412567,0.7444980984061067,0.7806613867060958,0.940760022777632,0.3133148987979438,0.5929884275451487,0.6402334660732412,276.20423
 2,9.990133642141359e-05,0.9671330764180138,0.9060315038706805,0.6980681674615224,0.6528249156096942,0.7642170328728349,0.7324736215879255,0.883683518423901,0.9014860173524574,0.5415697560805018,0.4944645875066553,0.7916066214271518,0.8206413678775161,0.8742799957377301,0.8833141734310331,0.8932915240429868,0.9204212406630089,0.10670847595701312,0.07957875933699113,0.04064851050426591,0.03434360689915877,16549142,56164571,2379739,1976884,3932520,14606648,519486,340002,0.9714197395226195,0.49344232857766906,0.7308892676562883,0.7341431505951254,0.9444277484693009,0.3275296644381449,0.5759066163647747,0.5799574817170463,1121.569045
-3,9.96057350657239e-05,0.8591428459907064,0.8088737822867729,0.7089508913970547,0.6757057959183953,0.7737292711443825,0.7498580001087913,0.8915547122656897,0.9034392709478493,0.5548421056830596,0.5208938780626672,0.8043290202334205,0.8238843932782158,0.8846746487348205,0.9214759260168157,0.8985426262549386,0.8860951471607968,0.10145737374506131,0.11390485283920318,0.03414758333766382,0.022197906227420544,15631557,57636054,2037715,1765010,3905156,14658724,332780,501996,0.9723146126799801,0.5230851613626316,0.7117639419170976,0.7922682844754563,0.9461208894052344,0.3541742202585226,0.5525104948361048,0.6559969190933743,992.244398
+3,9.96057350657239e-05,0.8697630306895898,0.8223717148239548,0.7029367414777249,0.6723589669635901,0.7690068323257006,0.7466583891405996,0.8914830147318896,0.9022722396879671,0.5474630676239792,0.5225844256951037,0.8042123184213293,0.8219453605067736,0.8895066389171135,0.911154311889407,0.8934681926383209,0.8935616633272477,0.10653180736167916,0.10643833667275228,0.03343168263479464,0.02749015844813731,15940643,57248900,1980126,1900667,4157301,14340776,405374,495205,0.9695566556716283,0.4759772886664297,0.7404592668282345,0.8006403453961061,0.9409121433100929,0.31231640127589294,0.5878803656977539,0.667556510111664,1124.639557
+4,9.911436253643444e-05,0.7838563604825208,0.7286074705220558,0.7242504909604855,0.6893132332581254,0.7851905695061955,0.7601555789697231,0.8955878063559242,0.9005453212299691,0.572378007408823,0.5430806049085156,0.8109180716312785,0.8190836226532017,0.9021253312575124,0.9191557792282153,0.8891443520582991,0.8826735316400223,0.11085564794170094,0.11732646835997779,0.029835202888580416,0.02187768333573963,16187506,57108386,1756238,2018206,3764374,14802820,331095,500367,0.9726826161045161,0.4883931841107126,0.768930001714085,0.8106165139495788,0.946818024646095,0.3230953836519902,0.6246029899069164,0.6815434411666402,1123.635591