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. 2019 Aug 9;19:178. doi: 10.1186/s12886-019-1184-0

Table 2.

Evaluation of our model and transferred model

Our Model Inception V3 ResNet VGG
Ensemble Accuracy AUROC Ensemble Accuracy AUROC Ensemble Accuracy AUROC Ensemble Accuracy AUROC
Training Data 100% 1.0 100% 1.0 100% 1.0 100% 1.0
Validation Data 96.35% 0.989 98.18% 0.993 98.18% 0.996 97.81% 0.996
Test Data 95.89% 0.992 96.35% 0.997 98.63% 0.999 96.80% 0.999