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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 |
| Reference manual: | MTPS.pdf |
| Vignettes: |
MTPS |
| Package source: | MTPS_1.0.2.tar.gz |
| Windows binaries: | r-devel: MTPS_1.0.2.zip, r-release: MTPS_1.0.2.zip, r-oldrel: MTPS_1.0.2.zip |
| macOS binaries: | r-release (arm64): MTPS_1.0.2.tgz, r-oldrel (arm64): MTPS_1.0.2.tgz, r-release (x86_64): MTPS_1.0.2.tgz, r-oldrel (x86_64): MTPS_1.0.2.tgz |
| Old sources: | MTPS archive |
| Reverse imports: | iimi |
| Reverse suggests: | joinet |
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