Survival Support Vector Machine#

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

Naive implementation of kernel survival support vector machine.

FastKernelSurvivalSVM([alpha, rank_ratio, ...])

Implements an efficient kernel Support Vector Machine for survival analysis.

FastSurvivalSVM([alpha, rank_ratio, ...])

Implements an efficient linear Support Vector Machine for survival analysis, capable of optimizing both ranking and regression objectives.

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

Survival model based on a minimal Lipschitz smoothness strategy.

NaiveSurvivalSVM([penalty, loss, dual, tol, ...])

Naive implementation of linear Survival Support Vector Machine.