Partial dependence on one feature (Friedman) — morie_fairness_xai_partial_dependence • rmorie

Partial dependence on one feature (Friedman)

Usage

morie_fairness_xai_partial_dependence(
  predict_fn,
  X,
  feature,
  feature_names = NULL,
  grid_size = 20L
)

Arguments

predict_fn: Function mapping an (n, d) matrix to n numeric predictions.
X: Numeric matrix or data.frame.
feature: Index or name of the feature to sweep.
feature_names: Optional character vector.
grid_size: Number of grid points.

Value

morie_fairness_result; $value is the PD range.