Liu, Zhenqiu; Jiang, Feng; Tian, Guoliang; Wang, Suna; … - In: Statistical Applications in Genetics and Molecular Biology 6 (2007) 1, pp. 6-6
In this paper, we propose a novel method for sparse logistic regression with non-convex regularization Lp (p <1). Based … logistic regression with an Lp and elastic net (Le) penalty. The regularization parameters are decided through maximizing the … dimensional dataset such as gene expression. To the best of our knowledge, these are the first algorithms to perform sparse …
