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Ablate process channels under a common out-of-sample evaluator

Source: R/054-additional-process-measurement-0-7.R
process_channel_ablation.Rd

Ablate process channels under a common out-of-sample evaluator

Usage

process_channel_ablation(
  data,
  channels,
  evaluator,
  baseline = character(),
  higher_is_better = TRUE
)

Arguments

data

Input data.

channels

Named list whose elements are character vectors of columns.

evaluator

Function `(data, active_columns, channel_name)` returning a scalar out-of-sample score. The evaluator owns all fitting/splitting logic.

baseline

Character vector of always-active columns.

higher_is_better

Direction of the score.