binst: Data Preprocessing, Binning for Classification and Regression

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Various supervised and unsupervised binning tools including using entropy, recursive partition methods and clustering.

Author
Chapman Siu
Date of publication
2016-06-17 08:18:16
Maintainer
Chapman Siu <chpmn.siu@gmail.com>
License
MIT + file LICENSE
Version
0.2.0
URLs

View on CRAN

Man pages

create_bins
Creates bins given breaks
create_breaks
A convenience functon for creating breaks with various...
create_dtbreaks
Create breaks using decision trees (recursive partitioning)
create_earthbreaks
Create breaks using earth (i.e. MARS)
create_jenksbreaks
Create Jenks breaks
create_kmeansbreaks
Create kmeans breaks.
create_mdlpbreaks
Create breaks using mdlp
get_control
gets the default parameters for each method.

Files in this package

binst
binst/tests
binst/tests/testthat.R
binst/tests/testthat
binst/tests/testthat/test_kmeans.R
binst/tests/testthat/test_entropy.R
binst/tests/testthat/test_nasremoved.R
binst/tests/testthat/test_earth.R
binst/tests/testthat/test_createbins.R
binst/tests/testthat/test_jenks.R
binst/tests/testthat/test_dt.R
binst/NAMESPACE
binst/R
binst/R/binst.R
binst/MD5
binst/DESCRIPTION
binst/man
binst/man/create_kmeansbreaks.Rd
binst/man/create_mdlpbreaks.Rd
binst/man/create_jenksbreaks.Rd
binst/man/create_earthbreaks.Rd
binst/man/create_dtbreaks.Rd
binst/man/get_control.Rd
binst/man/create_bins.Rd
binst/man/create_breaks.Rd
binst/LICENSE