initialize-lookupTable-method: Initialize and construct a lookupTable object

In lookupTable: Look-Up Tables using S4

Description

Initialize and construct a lookupTable object

Usage

## S4 method for signature 'lookupTable'
initialize(.Object, df.input, response,
  feature.boundaries, features.con = character(0),
  features.cat = character(0), fill.method = "mean")

Arguments

.Object	the prototype object
df.input	training data set containing columns with names found in features.con and features.cat vectors
response	name of the response variable
feature.boundaries	a list of thresholds for each continuous feature (names contained in feature.con) to construct bins. Should use -Inf and Inf as the first and last values, respectively.
features.con	a vector of continuous feature names
features.cat	a vector of categorical feature names
fill.method	the method to fill entries of the table ('mean' or 'median')

Value

A lookupTable object with a table trained with df.input data

lookupTable documentation built on May 2, 2019, 2:57 p.m.