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

Table 12

AIR improvement of the proposed models in comparison with classical ANN model.

	Proposed	Proposed
	LR-ANN	MARS-ANN
𝜌=0.1	18.73%	14.39%
𝜌=0.5	10.67%	16.85%
𝜌=0.9	−2.50%	6.96%
Average improvement	8.97%	12.73%