lookupTable: Look-Up Tables using S4

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.

Author
Enzo Jia [aut, cre], Marc Maier [aut]
Date of publication
2015-08-28 01:21:23
Maintainer
Enzo Jia <enzo.jia@gmail.com>
License
MIT + file LICENSE
Version
0.1

View on CRAN

Man pages

initialize-lookupTable-method
Initialize and construct a lookupTable object
lookupTable-class
An S4 class that defines the look-up table and all other...
predict.lookupTable
Predictions from a look-up table

Files in this package

lookupTable
lookupTable/tests
lookupTable/tests/testthat.R
lookupTable/tests/testthat
lookupTable/tests/testthat/test.lookupTable.R
lookupTable/NAMESPACE
lookupTable/R
lookupTable/R/lookupTable.R
lookupTable/README.md
lookupTable/MD5
lookupTable/DESCRIPTION
lookupTable/man
lookupTable/man/lookupTable-class.Rd
lookupTable/man/initialize-lookupTable-method.Rd
lookupTable/man/predict.lookupTable.Rd
lookupTable/LICENSE