An Adaptive Fuzzy Min-Max Neural Network Classifier Based on Principle Component Analysis and Adaptive Genetic Algorithm

Table 1

The effectiveness of PCA process.

Training dataset (%)	20%	40%	60%	80%	100%
Error numbers without PCA/time consumed (s)	35/20.45	25/29.16	20/39.78	21/60.78	9/80.49
Error numbers with PCA/time consumed (s)	33/18.15	26/24.78	20/30.46	18/50.01	11/69.48