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. 2021 Nov 10;21(22):7480. doi: 10.3390/s21227480

Table 7.

Overall accuracy of CNN with respect to training and testing ratios.

Method (Ratio) Kappa Statistics TP Rate FP Rate ROC Recall Precision
CNN (19)
(70 and 30%)
0.9880 0.990 0.0020 0.997 0.990 0.990
CNN (19)
(60 and 40%)
0.93780 0.96150 0.03850 1 0.96150 97.14209
CNN (19)
(50 and 50%)
0.96530 0.971 0.0060 0.9970 0.9710 0.9720