Research Article

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

Table 5

Identification results for a single-stage design when exist concurrently in an SPC-EPC process.

Classifier Overall AIRAIR for three MCCPs

ANN 25.81%46.67%
SVM 57.67%57.33%
MARS 50.67%59.11%