CRAN/E | MTPS

MTPS

Multi-Task Prediction using Stacking Algorithms

Installation

About

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.

doi.org/10.1093/bioinformatics/btz531

Key Metrics

Version 1.0.2
R ≥ 3.5.0
Published 2023-06-14 316 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks MTPS results

Downloads

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Maintainer

Maintainer

Li Xing

sfulxing@gmail.com

Authors

Li Xing

aut / cre

Xiaowen Cao

aut

Yuying Huang

aut

Peijie Xie

ctb

Mary Lesperance

aut

Xuekui Zhang

aut

Material

README
Reference manual
Package source

Vignettes

MTPS

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MTPS archive

Depends

R ≥ 3.5.0
glmnet
rpart
MASS
e1071
class

Suggests

knitr
rmarkdown
ggplot2
reshape2

Reverse Imports

scAnnotate

Reverse Enhances

joinet