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CRAN: Package MTPS

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>.

Version: 1.0.2 Depends: R (≥ 3.5.0), glmnet, rpart, MASS, e1071, class Suggests: knitr, rmarkdown, ggplot2, reshape2 Published: 2023-06-14 DOI: 10.32614/CRAN.package.MTPS Author: Li Xing [aut, cre], Xiaowen Cao [aut], Yuying Huang [aut], Peijie Xie [ctb], Mary Lesperance [aut], Xuekui Zhang [aut] Maintainer: Li Xing <sfulxing at gmail.com> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://doi.org/10.1093/bioinformatics/btz531 NeedsCompilation: no Materials: README CRAN checks: MTPS results Documentation: Downloads: Reverse dependencies: Linking:

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