Hybrid Artificial Neural Networks Modeling for Faults Identification of a Stochastic Multivariate Process

Table 11

AIR comparison of the classical-single stage and the proposed models.

	ANN	Proposed	Proposed
		LR-ANN	MARS-ANN
𝜌=0.1	63.00%	74.80%	72.07%
	(0.1166)	(0.1344)	(0.1354)
𝜌=0.5	66.87%	74.00%	78.13%
	(0.2565)	(0.1632)	(0.1760)
𝜌=0.9	88.33%	86.13%	94.48%
	(0.1711)	(0.2161)	(0.0725)