Fits look-up tables by filling entries with the mean or median values of observations fall in partitions of the feature space. Partitions can be determined by user of the package using input argument feature.boundaries, and dimensions of the feature space can be any combination of continuous and categorical features provided by the data set. A Predict function directly fetches corresponding entry value, and a default value is defined as the mean or median of all available observations. The table and other components are represented using the S4 class lookupTable.

Documentation

Manual: lookupTable.pdf
Vignette: None available.

Maintainer: Enzo Jia <enzo.jia at gmail.com>

Author(s): Enzo Jia*, Marc Maier*

Install package and any missing dependencies by running this line in your R console:

install.packages("lookupTable")

Depends data.table
Imports dplyr, methods
Suggests testthat
Enhances
Linking to
Reverse
depends
Reverse
imports
Reverse
suggests
Reverse
enhances
Reverse
linking to

Package lookupTable
Materials
URL
Task Views
Version 0.1
Published 2015-08-28
License MIT + file LICENSE
BugReports
SystemRequirements
NeedsCompilation no
Citation
CRAN checks lookupTable check results
Package source lookupTable_0.1.tar.gz