Fig. 5.

Prediction result of prognosis. Classification methods are listed on X-axis. Y-axis denotes accuracy score. Prediction was performed to 2-, 5-, and 8-year survival. selP5 means top 5% probes were selected using the select percentile method. PCA, principal component analysis; LDA, linear discriminant analysis; RF, random forest; CNN, convolution neural network; SVM_rbf, support vector machine with kernel type rbf; SVM_linear, support vector machine with kernel type linear; logistic, logistic regression