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" .


Reference manual

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0.1.9 by Li Xing, 8 months ago

Browse source code at

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