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

Table 3

Comparison of every classifier’s performance for Test 2.

Network model	Weights	Training steps	SSE	Accuracy, %
Subclassifier I  (BP NN)	0.3301	976	2.0533	70.00
Subclassifier II  (EBF NN)	0.2117	45	3.1048	60.00
Subclassifier III  (Elman NN)	0.4582	907	1.8368	75.00
PLS-Elman	—	459	1.4739	80.00
Assembling system	—	—	0.4469	100.00