initialize,lookupTable-method: Initialize and construct a lookupTable object
Description
Initialize and construct a lookupTable object
Usage
"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