mldr: Exploratory Data Analysis and Manipulation of Multi-Label Data Sets

Exploratory data analysis and manipulation functions for multi- label data sets along with an interactive Shiny application to ease their use.

Author
David Charte [cre], Francisco Charte [aut]
Date of publication
2016-01-16 13:12:13
Maintainer
David Charte <fdavidcl@outlook.com>
License
LGPL (>= 3) | file LICENSE
Version
0.3.22
URLs

View on CRAN

Man pages

birds
birds
concurrenceReport
Generates a label concurrence report
emotions
emotions
equals-.mldr
Checks if two mldr objects have the same structure
genbase
genbase
labelInteractions
Provides data about interactions between labels
mldr
Creates an object representing a multilabel dataset
mldr_evaluate
Evaluates the predictions made by a multilabel classifier
mldr_from_dataframe
Generates an mldr object from a data.frame and a vector with...
mldrGUI
Launches the web-based GUI for mldr
mldr_transform
Transformns an MLDR into binary or multiclass datasets
plot.mldr
Generates graphic representations of an mldr object
plus-.mldr
Generates a new mldr object joining the rows in the two mldrs...
print.mldr
Prints the mldr content
read.arff
Read an ARFF file
remedial
Decouples highly imbalanced labels
sub-.mldr
Filter rows in a'mldr' returning a new 'mldr'
summary.mldr
Provides a summary of measures about the mldr
write_arff
Writes an 'mldr' object to a file

Files in this package

mldr
mldr/inst
mldr/inst/CITATION
mldr/inst/shiny
mldr/inst/shiny/ui.R
mldr/inst/shiny/server.R
mldr/inst/shiny/rsconnect
mldr/inst/shiny/rsconnect/shinyapps.io
mldr/inst/shiny/rsconnect/shinyapps.io/fdavidcl
mldr/inst/shiny/rsconnect/shinyapps.io/fdavidcl/mldr.dcf
mldr/inst/doc
mldr/inst/doc/mldr.pdf
mldr/inst/doc/mldr.R
mldr/inst/doc/mldr.Rnw
mldr/NAMESPACE
mldr/demo
mldr/demo/mldrinfo.R
mldr/demo/rebuild_datasets.R
mldr/demo/00Index
mldr/demo/decouple.R
mldr/data
mldr/data/genbase.rda
mldr/data/birds.rda
mldr/data/emotions.rda
mldr/R
mldr/R/GUI.R
mldr/R/read.arff.R
mldr/R/operators.R
mldr/R/filters.R
mldr/R/graphics.R
mldr/R/evaluate.R
mldr/R/mldr.R
mldr/R/concurrence.R
mldr/R/generics.R
mldr/R/write.arff.R
mldr/R/measures.R
mldr/R/datasets.R
mldr/R/transforms.R
mldr/R/zzz.R
mldr/vignettes
mldr/vignettes/mldrGUI_main.png
mldr/vignettes/RocCurve.pdf
mldr/vignettes/measures-taxonomy.png
mldr/vignettes/mldrGUI_main_crop.png
mldr/vignettes/mldrPlot.png
mldr/vignettes/mldr.Rnw
mldr/README.md
mldr/MD5
mldr/build
mldr/build/vignette.rds
mldr/DESCRIPTION
mldr/man
mldr/man/emotions.Rd
mldr/man/equals-.mldr.Rd
mldr/man/mldr_transform.Rd
mldr/man/read.arff.Rd
mldr/man/labelInteractions.Rd
mldr/man/plus-.mldr.Rd
mldr/man/genbase.Rd
mldr/man/summary.mldr.Rd
mldr/man/remedial.Rd
mldr/man/birds.Rd
mldr/man/mldrGUI.Rd
mldr/man/plot.mldr.Rd
mldr/man/concurrenceReport.Rd
mldr/man/mldr_evaluate.Rd
mldr/man/write_arff.Rd
mldr/man/print.mldr.Rd
mldr/man/mldr.Rd
mldr/man/mldr_from_dataframe.Rd
mldr/man/sub-.mldr.Rd
mldr/LICENSE