HingeLossSurvivalSVM([solver, alpha, …])
HingeLossSurvivalSVM
Naive implementation of kernel survival support vector machine.
FastKernelSurvivalSVM([alpha, rank_ratio, …])
FastKernelSurvivalSVM
Efficient Training of kernel Survival Support Vector Machine.
FastSurvivalSVM([alpha, rank_ratio, …])
FastSurvivalSVM
Efficient Training of linear Survival Support Vector Machine
MinlipSurvivalAnalysis([solver, alpha, …])
MinlipSurvivalAnalysis
Survival model related to survival SVM, using a minimal Lipschitz smoothness strategy instead of a maximal margin strategy.
NaiveSurvivalSVM([penalty, loss, dual, tol, …])
NaiveSurvivalSVM
Naive version of linear Survival Support Vector Machine.