Abstract: This paper sets up a new kind of support vector regression machine model ＂DCSVM＂ which variables can be separated. And the experiment demonstrates that the error of DCSVM is less than traditional support vector machine. We also get a good regression resul

Key words: SVM, Classfieation, Variable separable, Airline forecast