# Survival Support Vector Machine¶

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