check_if_approx_reduct#

skrough.checks.check_if_approx_reduct(x: ndarray, x_counts: ndarray, y: ndarray, y_count: int, attrs: Union[Sequence[int], ndarray[Any, dtype[int64]]], disorder_fun: Callable[[ndarray, int], float], epsilon: float, check_attrs_reduction: bool = True) → bool[source]#

Check if specified attributes form an approximate reduct.

_extended_summary_

Parameters:

  • x – _description_

  • x_counts – _description_

  • y – _description_

  • y_count – _description_

  • attrs – _description_

  • disorder_fun – _description_

  • epsilon – _description_

  • check_attrs_reduction – _description_. Defaults to True.

Returns:

Indication whether the specified attributes form an approximate reduct with respect to the given disorder function and epsilon.