Hybrid Rule-Based Solution for Phishing URL Detection Using Convolutional Neural Network

Table 5

Best hyperparameters obtained for each model.

	Algorithm	Best model got
Machine learning	KNN	algorithm=“auto”; metric=“Manhattan”; metric_params=none; weights=“distance”
	CART	criterion=“entropy”; presort=true; splitter=“best”
	SVM	Kernel=“rbf”
Deep learning	Architecture	Best model got
	MLP	Shown in Figure 14
	CNN	Shown in Figure 15