Survival Support Vector Machine#

HingeLossSurvivalSVM([alpha, solver, ...])

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([alpha, solver, ...])

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.