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.
| Version: |
0.1 |
| Depends: |
data.table |
| Imports: |
dplyr, methods |
| Suggests: |
testthat |
| Published: |
2015-08-28 |
| Author: |
Enzo Jia [aut, cre],
Marc Maier [aut] |
| Maintainer: |
Enzo Jia <enzo.jia at gmail.com> |
| BugReports: |
NA |
| License: |
MIT + file LICENSE |
| URL: |
NA |
| NeedsCompilation: |
no |
| Materials: |
README |
| CRAN checks: |
lookupTable results |
Downloads: