Applying Two-Stage Neural Network Based Classifiers to the Identification of Mixture Control Chart Patterns for an SPC-EPC Process

Table 6

Identification results for all combinations of MCCPs in a two-stage design.

Combinations	Best two-stage classifiers	Average AIR
	BPNN-SVM	73.75%
	SVM-SVM	62.89%
	BPNN -SVM	84.89%
	BPNN -MARS	80.69%
	BPNN -SVM	60.58%
	BPNN -MARS	73.89%
	BPNN - BPNN	77.72%
	BPNN -SVM	57.23%
	BPNN - BPNN	79.22%
	BPNN - BPNN	61.09%