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>.

Package details

AuthorLi Xing [aut, cre], Xiaowen Cao [aut], Yuying Huang [aut], Peijie Xie [ctb], Mary Lesperance [aut], Xuekui Zhang [aut]
MaintainerLi Xing <sfulxing@gmail.com>
LicenseGPL (>= 2)
Version1.0.2
URL https://doi.org/10.1093/bioinformatics/btz531
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MTPS")

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MTPS documentation built on July 9, 2023, 7:46 p.m.