TapChain: A Rule Chain Recognition Model Based on Multiple Features

Table 4

Results (percentage).

	Model	Accuracy	Precision	Recall	F1-score
TapChain	SVM (RBF kernel)	89.7	87.8	92.1	89.9
	Random forest	89.5	87.9	91.7	89.7
	Multiple perceptron	88.1	87.8	88.5	88.1
	Logistic regression	89.9	88.2	92.1	90.1
Wang et al. [4]	SVM (RBF kernel)	80.2	—	90.7	—
	Random forest	85.7	—	88.2	—
	Multiple perceptron	86.8	—	88.6	—
	Logistic regression	83.1	—	84.4	—