Advanced Computational Methods for Mitigating Shock and Vibration Hazards in Deep Mines Gas Outburst Prediction Using SVM Optimized by Grey Relational Analysis and APSO Algorithm

Table 5

Index comparison results of the three models.

Method	Accuracy (%)	Precision (%)	Recall (%)	-score
SVM	95.16	100	66.67	0.7443
PSO-SVM	96.77	100	83.33	0.8620
APSO-SVM	98.38	100	100	1.0000