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

Table 8

Results obtained after selecting the best models for each model.

	Measurements by %
Machine learning		Accuracy	-score	Error rate
	SVM	91.132	92.556	9.8
	KNN	92.189	93.723	7.9
	CART	92.915	94.172	7.1
Deep learning		Accuracy	-score	Error rate
	MLP	93.216	94.752	6.8
	CNN	97.945	98.591	2.1