audit_channel_incremental_information: Audit out-of-sample incremental information from a process...

In eyeprocess: Harmonize Eye-Tracking, Pupillometry, Biometrics, and Psychometric Process Data

Audit out-of-sample incremental information from a process channel

Description

Audit out-of-sample incremental information from a process channel

Usage

audit_channel_incremental_information(
  data,
  fold,
  baseline_fitter,
  process_fitter,
  predictor,
  scorer,
  higher_is_better = TRUE
)

Arguments

data	Input data.
fold	Group/fold column. Every unique value is held out once.
baseline_fitter	Function fitted without the process channel.
process_fitter	Function fitted with the process channel.
predictor	Function '(fit, test)' returning predictions.
scorer	Function '(test, prediction)' returning a scalar score.
higher_is_better	Direction of the score.

Value

A tabular R object containing out-of-sample incremental information from a process channel; rows represent analysis units and columns contain the returned quantities.

eyeprocess documentation built on Sept. 28, 2026, 5:08 p.m.