blkbox: Data Exploration with Multiple Machine Learning Algorithms

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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.

Author
Zachary Davies, Boris Guennewig
Date of publication
2016-08-08 02:37:07
Maintainer
Boris Guennewig <b.guennewig@garvan.org.au>
License
GPL (>= 2)
Version
1.0

View on CRAN

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.

Files in this package

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