Select the Best Model for Optimal Binning — OBSelectBestModel • OptimalBinningWoE

Select the Best Model for Optimal Binning

Usage

OBSelectBestModel(
  dt,
  target,
  features,
  method = NULL,
  min_bins,
  max_bins,
  control,
  progress = TRUE,
  trace = FALSE
)

Arguments

dt: data.frame with target + feature columns.
target: Name of the target column.
features: Character vector of feature names.
method: String or vector; methods to try or "auto".
min_bins: Integer.
max_bins: Integer.
control: List of control parameters.
progress: Logical; show progress bar.
trace: Logical; print method errors.

Value

Named list of results per feature: each has woebin, woefeature, report, bestmethod.