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Models:
Tobias Harvey
tobiasharvey/
UNet-Segmentation-Heart-C
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[dce3d9]: / files / .ipynb_checkpoints / data-checkpoint.csv

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# epoch dice_coef iou loss lr precision recall val_dice_coef val_iou val_loss val_precision val_recall
1 0 0.43490299582481384 0.2967497408390045 0.565346360206604 1e-04 0.3748741149902344 0.8527302742004395 0.27167803049087524 0.18514293432235718 0.7261337041854858 0.2940598726272583 0.9138270616531372
2 1 0.6727445721626282 0.5262703895568848 0.32733070850372314 1e-04 0.7741368412971497 0.8473653197288513 0.06756356358528137 0.044256098568439484 0.9317201972007751 0.9195037484169006 0.08123908191919327
3 2 0.7769449353218079 0.6550866365432739 0.22317323088645935 1e-04 0.8391243815422058 0.8659376502037048 0.5474101901054382 0.4753621220588684 0.44998061656951904 0.8876242637634277 0.8855471014976501
4 3 0.8167721629142761 0.7101670503616333 0.18332728743553162 1e-04 0.8598230481147766 0.874122679233551 0.5756170749664307 0.5077385902404785 0.4220879077911377 0.8586625456809998 0.9429154396057129
5 4 0.8411300778388977 0.7454169392585754 0.15894527733325958 1e-04 0.8761851191520691 0.8831906914710999 0.5485410690307617 0.4836842715740204 0.4462636411190033 0.9402726888656616 0.8092286586761475
6 5 0.850985586643219 0.7606120705604553 0.14909541606903076 1e-04 0.8800076246261597 0.8857040405273438 0.5227777361869812 0.4504688084125519 0.47169747948646545 0.9645717144012451 0.7316895127296448
7 6 0.869767427444458 0.7883642911911011 0.13029849529266357 1e-04 0.8977892994880676 0.8974869847297668 0.3615170121192932 0.2754097580909729 0.634212851524353 0.9752634763717651 0.4763954281806946
8 7 0.8769688010215759 0.799534797668457 0.12305638194084167 1e-04 0.9051224589347839 0.901032030582428 0.49614688754081726 0.42306917905807495 0.49804821610450745 0.9620800018310547 0.6550762057304382
9 8 0.8818086385726929 0.8067893385887146 0.11825700849294662 1e-04 0.9090939164161682 0.903029203414917 0.6002680659294128 0.5483442544937134 0.39674627780914307 0.9428406953811646 0.8896664381027222
10 9 0.8920876979827881 0.8228718638420105 0.10796544700860977 1e-04 0.9172254204750061 0.9111359715461731 0.5605666041374207 0.49245044589042664 0.4351290464401245 0.963437557220459 0.7974013090133667
11 10 0.894217312335968 0.8263934850692749 0.10583152621984482 1e-04 0.9196954965591431 0.911872386932373 0.5727667808532715 0.5134762525558472 0.4247892498970032 0.9555883407592773 0.8428753018379211
12 11 0.9015708565711975 0.8378270268440247 0.09844689071178436 1e-04 0.9245514869689941 0.9192126393318176 0.5755627751350403 0.5164746642112732 0.42043572664260864 0.9384680986404419 0.8287920355796814