voiage.metamodels.compare_metamodels
compare_metamodels
Section titled “compare_metamodels”compare_metamodels([positional or keyword] models: list[type[Metamodel]] = None, [positional or keyword] x: ParameterSet = None, [positional or keyword] y: np.ndarray = None, [positional or keyword] cv_folds: int = 5) -> dict[str, dict[str, object]]Compare multiple metamodels using cross-validation.
Parameters
Section titled “Parameters”models : list A list of metamodel classes to compare. x : ParameterSet The input parameters. y : np.ndarray The true target values. cv_folds : int, default=5 Number of cross-validation folds.
Returns
Section titled “Returns”dict A dictionary containing comparison results for all models.
Parameters:
modelslist[type[Metamodel]]xParameterSetynp.ndarraycv_foldsint(default:5)
Returns: dict[str, dict[str, object]]