Prediction of Phishing Susceptibility Based on a Combination of Static and Dynamic Features

Table 6

Evaluation of LSTM-LightGBM on the feature dataset with various classifiers.

Classifier	Accuracy (%)	Precision (%)	Sensitivity (%)	F-measure (%)
LSTM	89.71	89.49	88.90	90.15
LightGBM	85.37	85.15	84.56	85.81
LSTM-LightGBM	92.34	91.26	92.29	92.26