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. 2021 May 5;77(12):13911–13932. doi: 10.1007/s11227-021-03838-w

Table 3.

Performance evaluation of Dataset 1

AI models Accuracy Precision Sensitivity Specificity F-1 score
K-NN 0.779 0.835 0.867 0.928 0.85
NN 0.897 0.90 0.90 0.915 0.90
CNN 0.927 0.922 0.918 0.913 0.928
LSTM 0.905 0.912 0.897 0.929 0.915
CNN–LSTM 0.945 0.939 0.925 0.925 0.931
LSTM–CNN 0.958 0.943 0.933 0.949 0.939
LSTM–CNN–GS 0.964 0.989 0.974 0.992 0.981