MTPS

Multi-Task Prediction using Stacking Algorithms

Yuying Huang, Li Xing, Mary Lesperance, Xiaowen Cao, Xuekui Zhang

Last update: 14 June 2023

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 1.0.1, 0.1.9, 1.0.2

Description

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>.

Cites work

Simultaneous prediction of multiple outcomes using revised stacking algorithms