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This is the implementation of TwinSVM in matlab and the test files we use are heart-c, ion and liver, which are publicly available. README - This is the README file Code Files: TSVM: tsvm.m - Script to run 10-fold cross validation of TSVM tsvmpred.m - Helper function to make predictions syn_data.m - Script to run TSVM on synthetic dataset syndata_pred.m - Helper function to make predictions SVM: svm_crossval.m - Script to run 10-fold cross validation pred.m - Helper function to make predictions calc.m - Helper function to the above 2 Utility files for SVMs kernel_func.m - Calculates the kernel gram matrix using gaussian kernel gaussian_kernel.m - Computes value of rbf kernel linear_kernel.m - Function to compute linear kernel value GMM: gmm.m - Script to run 10-fold cross validation for GMM
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