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

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


1.0.1 by Li Xing, a year ago

Browse source code at

Authors: Li Xing [aut, cre] , Yuying Huang [aut] , 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

Enhanced by joinet.

See at CRAN