MLInterfaces

DOI:10.18129/B9.bioc.MLInterfaces

Uniform interfaces to R machine learning procedures for data in Bioconductor containers

Bioconductor version: Release (3.16)

This package provides uniform interfaces to machine learning code for data in R and Bioconductor containers.

Author: Vince Carey , Robert Gentleman, Jess Mar, and contributions from Jason Vertrees and Laurent Gatto

Maintainer: V. Carey

Installation

To install this package, start R (version "4.2") and enter:

if (!require("BiocManager", quietly = TRUE)) install.packages("BiocManager") BiocManager::install("MLInterfaces")

For older versions of R, please refer to the appropriateBioconductor release.

Documentation

查看文档的版本包age installed in your system, start R and enter:

browseVignettes("MLInterfaces")

PDF	R Script	A machine learning tutorial: applications of the Bioconductor MLInterfaces package to expression and ChIP-Seq data
PDF	R Script	MLInterfaces Computer Cluster
PDF	R Script	MLInterfaces devel for schema-based MLearn
PDF	R Script	MLInterfaces Primer
PDF		Reference Manual
Text		NEWS

Details

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Version	1.78.0
In Bioconductor since	BioC 1.6 (R-2.1) or earlier (> 17.5 years)
License	LGPL
Depends	R (>= 3.5),Rcpp, methods,BiocGenerics(>= 0.13.11),Biobase,annotate,cluster
Imports	gdata,pls,sfsmisc,MASS,rpart,genefilter,fpc,ggvis,shiny,gbm,RColorBrewer,hwriter,threejs(>= 0.2.2),mlbench, stats4, tools, grDevices, graphics, stats,magrittr,SummarizedExperiment
LinkingTo
Suggests	class,e1071,ipred,randomForest,gpls,pamr,nnet,ALL,hgu95av2.db,som,hu6800.db,lattice,caret(>= 5.07),golubEsets,ada,keggorthology,kernlab,mboost,party,klaR,testthat
SystemRequirements
Enhances	parallel
URL
Depends On Me	pRoloc,SigCheck
Imports Me
Suggests Me
Links To Me
Build Report

Package Archives

Followbob 体育网址 instructions to use this package in your R session.

Source Package	MLInterfaces_1.78.0.tar.gz
Windows Binary	MLInterfaces_1.78.0.zip
macOS Binary (x86_64)	MLInterfaces_1.78.0.tgz
macOS Binary (arm64)	MLInterfaces_1.78.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/MLInterfaces
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/MLInterfaces
Bioc Package Browser	https://code.bioconductor.org/browse/MLInterfaces/
Package Short Url	//www.anjoumacpherson.com/packages/MLInterfaces/
Package Downloads Report	Download Stats