Lanean...

Sparse Support Vector Machines with L(0) Approximation for Ultra-high Dimensional Omics Data

Omics data usually have ultra-high dimension (p) and small sample size (n). Standard support vector machines (SVMs), which minimize the L(2) norm for the primal variables, only lead to sparse solutions for the dual variables. L(1) based SVMs, directly minimizing the L(1) norm, have been used for fea...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Artif Intell Med
Egile Nagusiak: Liu, Zhenqiu, Elashoff, David, Piantadosi, Steven
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2019
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC6553498/
https://ncbi.nlm.nih.gov/pubmed/31164207
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2019.04.004
Etiketak: Etiketa erantsi
Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!