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. 2021 Sep 8;46(3):189–196. doi: 10.4103/jmp.JMP_22_21

Table 1.

Performance of the models for the Kaggle test dataset

Model Accuracy, % Precision, % F1 score, %
CNN with 9 convolutional layers 92.64 100 96.38
VGG16 94.96 99.40 98.52
VGG19 94.57 100 97.92

CNN: Convolutional neural network