To solve the problem of two-class tumor classification, this process is realized by selecting significant differentially expressed genes by signal to noise ratio and taking the support vector machine as the classifier to classify tumor. By using the method, the classification accuracy of 97.1% was obtained to Leukemia DNA microarray.