history_unet3plus_relu_he_dicebce.txt

{'loss': [1.2339849472045898, 0.8411805629730225, 0.6519472599029541, 0.5570796132087708, 0.4987463355064392, 0.470071941614151, 0.44238412380218506, 0.4341556429862976, 0.418380469083786, 0.408113032579422, 0.39741724729537964, 0.39301159977912903, 0.3857545852661133, 0.37528401613235474, 0.36923104524612427, 0.3661555349826813, 0.36234521865844727, 0.35726913809776306, 0.34727516770362854, 0.34909695386886597, 0.34195226430892944, 0.342856764793396, 0.3383769392967224, 0.33838075399398804], 'Dice': [0.15436340868473053, 0.30509674549102783, 0.43560323119163513, 0.5033069849014282, 0.5498746633529663, 0.5720518827438354, 0.5927553772926331, 0.5983778238296509, 0.6119235754013062, 0.6185314059257507, 0.6271279454231262, 0.6291220188140869, 0.6358239054679871, 0.6419247388839722, 0.6476650238037109, 0.6489455699920654, 0.6531742215156555, 0.6556828618049622, 0.6635344624519348, 0.6617333889007568, 0.6678280830383301, 0.6665380001068115, 0.6706507802009583, 0.6696690320968628], 'Jaccard': [0.09006688743829727, 0.2034749835729599, 0.32810017466545105, 0.4105728268623352, 0.4671481251716614, 0.49910974502563477, 0.5242911577224731, 0.5360159873962402, 0.5521721839904785, 0.5636730790138245, 0.5735079646110535, 0.5793200731277466, 0.5871719121932983, 0.5983518362045288, 0.6048955917358398, 0.6097541451454163, 0.6139124631881714, 0.6202163696289062, 0.6309269070625305, 0.6305499076843262, 0.6381231546401978, 0.6384308338165283, 0.6429635882377625, 0.6444706320762634], 'precision_2': [0.36047929525375366, 0.5447698831558228, 0.6609686017036438, 0.7963020205497742, 0.8386049270629883, 0.8631353974342346, 0.8897176384925842, 0.8961732387542725, 0.9056947231292725, 0.9179663062095642, 0.9282369613647461, 0.9325683116912842, 0.9359569549560547, 0.949539065361023, 0.9512364268302917, 0.9575952887535095, 0.9563059210777283, 0.9627337455749512, 0.9699905514717102, 0.9710389375686646, 0.9726033210754395, 0.9736363291740417, 0.9744032621383667, 0.9768837094306946], 'recall_2': [0.3819216191768646, 0.3414629399776459, 0.3323808014392853, 0.33600538969039917, 0.3485484719276428, 0.3552507758140564, 0.3610744774341583, 0.3639554977416992, 0.3669956922531128, 0.37131592631340027, 0.3725408613681793, 0.37532976269721985, 0.3764737844467163, 0.3800554871559143, 0.37934061884880066, 0.3824006915092468, 0.38144445419311523, 0.38433152437210083, 0.38571158051490784, 0.38626813888549805, 0.387339323759079, 0.3874051570892334, 0.38772955536842346, 0.3889141082763672], 'val_loss': [0.9481106996536255, 0.6750767827033997, 0.6800954341888428, 0.5841959118843079, 0.5931808948516846, 0.6358006000518799, 0.5894321799278259, 0.480207622051239, 0.5676543116569519, 0.6296840906143188, 0.5087961554527283, 0.5647536516189575, 0.48748743534088135, 0.504059910774231, 0.5156878232955933, 0.4925699234008789, 0.5778771042823792, 0.5847569704055786, 0.5428973436355591, 0.6026116609573364, 0.5177457928657532, 0.5329510569572449, 0.5472528338432312, 0.5576364398002625], 'val_Dice': [0.20958247780799866, 0.4118056297302246, 0.38615819811820984, 0.46499598026275635, 0.4683341383934021, 0.42982372641563416, 0.4686044156551361, 0.5656105875968933, 0.48856496810913086, 0.4401516914367676, 0.5419487357139587, 0.4943395256996155, 0.5656328797340393, 0.544131875038147, 0.5393378734588623, 0.5662262439727783, 0.4828384220600128, 0.47915181517601013, 0.5185883641242981, 0.4694974422454834, 0.5394860506057739, 0.5307793021202087, 0.5165241956710815, 0.511588454246521], 'val_Jaccard': [0.1291424185037613, 0.30564725399017334, 0.28872084617614746, 0.367855429649353, 0.3799438178539276, 0.33670106530189514, 0.38534000515937805, 0.4870457351207733, 0.4062768518924713, 0.3497229814529419, 0.46596774458885193, 0.41620373725891113, 0.4920157194137573, 0.47316405177116394, 0.4613287150859833, 0.491800457239151, 0.4049137532711029, 0.3935700058937073, 0.4437994956970215, 0.38751348853111267, 0.46357786655426025, 0.4534497559070587, 0.43309110403060913, 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