To install this package, start R and enter:

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

In most cases, you don't need to download the package archive at all.

MLInterfaces

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

Bioconductor version: Release (3.0)

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>

Citation (from within R, enter citation("MLInterfaces")):

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 Classification, Clustering, Software
Version 1.46.0
In Bioconductor since BioC 1.6 (R-2.1) or earlier
License LGPL
Depends R (>= 2.9), Biobase, methods, annotate, cluster
Imports gdata, pls, sfsmisc, MASS, rpart, rda, genefilter
Suggests class, e1071, ipred, randomForest, gpls, pamr, nnet, ALL, gbm, mlbench, hgu95av2.db, som, RColorBrewer, hu6800.db, lattice, caret (>= 5.07), golubEsets, ada, keggorthology, kernlab, mboost, party, BiocGenerics
System Requirements
URL
Depends On Me a4Classif, pRoloc, SigCheck
Imports Me
Suggests Me BiocCaseStudies

Package Archives

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

Package Source MLInterfaces_1.46.0.tar.gz
Windows Binary MLInterfaces_1.46.0.zip (32- & 64-bit)
Mac OS X 10.6 (Snow Leopard) MLInterfaces_1.46.0.tgz
Mac OS X 10.9 (Mavericks) MLInterfaces_1.46.0.tgz
Browse/checkout source (username/password: readonly)
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