predict.woe: Weights of evidence
Description
Applies weight of evidence transform of factor variables for binary classification based on a model of class woe
.
Usage
# S3 method for woe
predict(object, newdata, replace = TRUE, ...)
Value
Data frame including the transformed numeric woe
variables.
Arguments
- object
Object resulting from a call of woe
.
- newdata
A matrix or data frame where WOE transform should be applied of the same dimension as the data used for training the woe
object.
- replace
Logical flag specifying whether the original factor variables should be kept in the output.
- ...
Currently not used.
References
Good, I. (1950): Probability and the Weighting of Evidences. Charles Griffin, London.