Skip to main content
. 2021 Feb 28;132:104296. doi: 10.1016/j.compbiomed.2021.104296

Table 3.

Detailed result of 5-fold CV for the proposed CNN + LSTM network. The margin of error for the average result is specified at 95% confidence level.

Type
Parameter
Cross Validation
Average
K = 1 K = 2 K = 3 K = 4 K = 5
Linear Accuracy 0.870 0.814 0.687 0.791 0.791 0.791 ± 0.058
Sensitivity 0.870 0.814 0.687 0.791 0.791 0.791 ± 0.058
Specificity 0.947 0.902 0.844 0.923 0.923 0.901 ± 0.034
F1 Score 0.860 0.829 0.691 0.770 0.780 0.786 ± 0.057
Convex Accuracy 0.719 0.668 0.622 0.676 0.700 0.677 ± 0.032
Sensitivity 0.719 0.668 0.622 0.676 0.700 0.677 ± 0.032
Specificity 0.500 0.910 0.827 0.848 0.759 0.768 ± 0.140
F1 Score 0.660 0.728 0.622 0.655 0.665 0.666 ± 0.034