Network-based Biased Tree Ensembles (NetBiTE) for Drug Sensitivity Prediction and Drug Sensitivity Biomarker Identification in Cancer.

Ali Oskooei
Ali Oskooei
Roland Mathis
Roland Mathis

Scientific reports, Volume abs/1808.06603, Issue 1, 2019, Pages 15918-13.

被引用2|浏览2
EI WOS

摘要

We present the Network-based Biased Tree Ensembles (NetBiTE) method for drug sensitivity prediction and drug sensitivity biomarker identification in cancer using a combination of prior knowledge and gene expression data. Our devised method consists of a biased tree ensemble that is built according to a probabilistic bias weight distributi...更多

代码

数据

ZH
您的评分 :
0

 

标签
评论