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 3

Detailed prediction results of the three models.

Method	Serious	Ordinary	Secure
SVM	4 (true-4, false-0)	28 (true-26, false-2)	30 (true-29, false-1)
PSO-SVM	5 (true-5, false-0)	27 (true-26, false-1)	30 (true-29, false-1)
APSO-SVM	6 (true-6, false-0)	28 (true-27, false-1)	28 (true-28, false-0)
Original	6	27	29