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. 2019 Jul 29;7:e7256. doi: 10.7717/peerj.7256

Table 2. Performance indicators of the CNN and other algorithms for the three individual classes.

Class/Indicators Insertion Withdrawal Stop
CNN Recall 0.958 0.946 0.967
Precision 0.976 0.969 0.918
F1 score 0.967 0.958 0.942
VGG-16 Recall 0.95 0.916 0.964
Precision 0.953 0.959 0.911
F1 score 0.952 0.937 0.937
LeNET Recall 0.907 0.833 0.872
Precision 0.874 0.909 0.83
F1 score 0.89 0.87 0.85
SVM Recall 0.844 0.775 0.799
Precision 0.804 0.832 0.785
F1 score 0.823 0.802 0.792