Survival Analysis by Penalized Regression and Matrix Factorization

Figure 4

The Kaplan-Meier curve results of three penalized regression models, lasso, ridge, and elastic net, for low- and high- risk groups, respectively, after preselection of NMF.

(a) Lasso

(b) Ridge

(c) Lasso + ridge