ubcxzhang/MTPS: Multi-Task Prediction using Stacking Algorithms

Simultaneous multiple outcomes prediction based on revised stacking algorithms, which enables the integration of information from predictions of individual models. An implementation of methodologies proposed in our paper: Li Xing, Mary L Lesperance, Xuekui Zhang. (2019) Bioinformatics, "Simultaneous prediction of multiple outcomes using revised stacking algorithms" <doi:10.1093/bioinformatics/btz531>.

Getting started

Package details

MaintainerLi Xing <sfulxing@gmail.com>
LicenseGPL (>= 2)
Version0.1.9
URL https://doi.org/10.1093/bioinformatics/btz531
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("ubcxzhang/MTPS")
ubcxzhang/MTPS documentation built on Jan. 29, 2020, 9:12 p.m.