An Optimized Classification Algorithm by Neural Network Ensemble Based on PLS and OLS

Table 1

Comparison of every classifier’s performance for Test 1.

Network model	Weights	Training steps	SSE	Accuracy, %
Subclassifier I  (BP NN)	0.3207	1132	2.3167	73.33
Subclassifier II  (EBF NN)	0.2457	45	4.0261	66.67
Subclassifier III  (Elman NN)	0.4336	881	1.0595	80.00
PLS-Elman	—	475	0.8676	80.00
Assembling system	—	—	0.3284	100