A weighted random forests approach to improve predictive performance

Statistical Analysis and Data Mining

Stacey J. Winham¹  Robert R. Freimuth¹  Joanna M. Biernacka² 

[1] Department of Health Sciences Research, Mayo Clinic, 200 First Street Southwest, Rochester, MN 55905, USA;Department of Health Sciences Research, Mayo Clinic, 200 First Street Southwest, Rochester, MN 55905, USADepartment of Psychiatry and Psychology, Mayo Clinic, 200 First Street Southwest, Rochester, MN 55905, USA

关键词: random forests;    genome‐;    wide association;    high‐;    dimensional data;    genetic data;    gene–;    gene interactions;    weighting;   

DOI  :  10.1002/sam.11196

学科分类：社会科学、人文和艺术（综合）

来源: John Wiley & Sons, Inc.

【 授权许可】

Unknown