Fig. 2

Receiver operating characteristic (ROC) curve using the threshold of confidence rate

The best threshold of confidence rate was 61% according to the ROC curve. Precision, recall, and F-measure at the threshold were 0.986, 0.915, and 0.949, respectively. The developed system showed high performance with a precision, recall, and F-measure of approximately 0.9