blkbox: Data Exploration with Multiple Machine Learning Algorithms
Version 1.0

Allows data to be processed by multiple machine learning algorithms at the same time, enables feature selection of data by single a algorithm or combinations of multiple. Easy to use tool for k-fold cross validation and nested cross validation.

Browse man pages Browse package API and functions Browse package files

AuthorZachary Davies, Boris Guennewig
Date of publication2016-08-08 02:37:07
MaintainerBoris Guennewig <b.guennewig@garvan.org.au>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("blkbox")

Man pages

blkbox: Train and Test datasets.
blkboxCV: k-fold cross validation with blkbox.
blkboxNCV: Nested cross fold validation with blkbox.
blkboxROC: ROC plots for blkbox
blkboxUI: blkbox User Interface
cv.plot: Crossfold Validation Performance Plot.
ncv.plot: Nested Crossfold Validation Performance Plot.
Partition: blkbox paritioning
Performance: blkbox Performance.

Functions

BB_BARTM Source code
BB_BRF Source code
BB_GLM Source code
BB_KKNN Source code
BB_NNET Source code
BB_PAM Source code
BB_PARTY Source code
BB_RF Source code
BB_SVM Source code
Partition Man page Source code
Performance Man page Source code
XGB Source code
blkbox Man page Source code
blkboxCV Man page Source code
blkboxNCV Man page Source code
blkboxROC Man page Source code
blkboxUI Man page Source code
cv.plot Man page Source code
get_null_sink Source code
ncv.plot Man page Source code
onAttach Source code

Files

inst
inst/shiny
inst/shiny/blkboxUI
inst/shiny/blkboxUI/ui.R
inst/shiny/blkboxUI/server.R
inst/shiny/blkboxUI/www
inst/shiny/blkboxUI/www/bg.jpg
inst/shiny/blkboxUI/www/blkbox-logo.gif
inst/shiny/blkboxUI/www/style.css
inst/doc
inst/doc/blkbox_vignette.html
inst/doc/blkbox_vignette.R
inst/doc/blkbox_vignette.Rmd
NAMESPACE
R
R/blkboxCV.R
R/blkboxROC.R
R/blkbox.R
R/blkboxSplit.R
R/blkboxModules.R
R/blkboxNCV.R
R/blkboxPlot.R
R/zzz.R
R/blkboxUI.R
R/blkboxPerformance.R
vignettes
vignettes/cv_barplot.png
vignettes/blkboxui_2.png
vignettes/roc_cv.png
vignettes/ncv_venn.png
vignettes/shiny_interface.png
vignettes/roc_repeats_cv.png
vignettes/cv_venn.png
vignettes/ncv_boxplot.png
vignettes/blkboxui_1.png
vignettes/blkbox_vignette.Rmd
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/blkboxUI.Rd
man/blkboxCV.Rd
man/ncv.plot.Rd
man/Performance.Rd
man/blkboxNCV.Rd
man/cv.plot.Rd
man/blkbox.Rd
man/blkboxROC.Rd
man/Partition.Rd
blkbox documentation built on May 19, 2017, 9:05 p.m.