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" .


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install.packages("MTPS")

0.1.9 by Li Xing, 8 months ago


https://doi.org/10.1093/bioinformatics/btz531


Browse source code at https://github.com/cran/MTPS


Authors: Li Xing [aut, cre] , Peijie Xie [ctb] , Mary Lesperance [aut] , Xuekui Zhang [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on glmnet, rpart, MASS, e1071, class

Suggests knitr, rmarkdown, ggplot2, reshape2


See at CRAN