Decision-Making Optimization of Mine Gas Monitoring Based on Gauss Process Regression and Interval Number Correlation Analysis

Table 2

Comparison with other methods.

Relevant research	Methods for comparative analysis	Average reliability (%)	Average interval length
[20]	Chaotic time series model	69.9	0.128
[21]	Support vector machine regression	86.6	0.091
[22]	Grey interval prediction	62.4	0.144
[23]	Neural network model	78.1	0.102
[24]	Fuzzy information granulation and Markov correction model	76.5	0.109
	This research method	99.8	0.069