source("http://bioconductor.org/biocLite.R")
biocLite("MLInterfaces")

MLInterfaces

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

Bioconductor version: 2.13

Uniform interfaces to machine learning code for data in Bioconductor containers

Author: Vince Carey <stvjc at channing.harvard.edu>, Robert Gentleman, Jess Mar, and contributions from Jason Vertrees <jv at cs.dartmouth.edu> and Laurent Gatto <lg390 at cam.ac.uk>

Maintainer: V. Carey <stvjc at channing.harvard.edu>

Installation

To install this package, start R and enter:

source("http://bioconductor.org/biocLite.R")
biocLite("MLInterfaces")

Documentation

To view documentation for the version of this package 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

biocViews	Bioinformatics, Classification, Clustering, Software
Version	1.42.0
In Bioconductor since	BioC 1.6 (R-2.1) or earlier
License	LGPL
Depends	R (>= 2.9), Biobase, MASS, methods, genefilter, rpart, rda, annotate, cluster, sfsmisc
Imports	mboost, gdata, pls
Suggests	class, e1071, ipred, randomForest, gpls, pamr, rpart, MASS, nnet, ALL, gbm, mlbench, hgu95av2.db, som, RColorBrewer, hu6800.db, lattice, caret (>= 5.07), golubEsets, ada, keggorthology, kernlab, gbm, mboost, sfsmisc, party
System Requirements
URL
Depends On Me	a4Classif, pRoloc
Imports Me
Suggests Me	BiocCaseStudies

Package Archives

Follow Installation instructions to use this package in your R session.

Package Source	MLInterfaces_1.42.0.tar.gz
Windows Binary	MLInterfaces_1.42.0.zip (32- & 64-bit)
Mac OS X 10.6 (Snow Leopard)	MLInterfaces_1.42.0.tgz
Browse/checkout source	(username/password: readonly)
Package Downloads Report	Download Stats