Selection of optimal feature combinations is one of the key procedures for remotely sensed image classification and information abstraction. Based on the analysis of various quantitative methods, the differences and correlationships between them have been discussed. The method of integrated selection index for optimal feature combinations correlationships was proposed. It was proposed that the integrated selection index model constructed could be better than others.