The Principal Component Regression (PCR) and Partial Least Square Regression (PLSR) methods are applied to determine the weight of the RBF networks with certain good results.

Then analysis several main factors use of principal component analysis algorithm, rejecting the factor with minimum weight.

The 5 body measurements and weight of 815 Qinchuan cows at five different age phases are studied by principal component analysis.