voiage.metamodels.calculate_diagnostics

calculate_diagnostics

calculate_diagnostics([positional or keyword] model: Metamodel = None, [positional or keyword] x: ParameterSet = None, [positional or keyword] y: np.ndarray = None) -> DiagnosticsDict

Calculate comprehensive diagnostics for a fitted metamodel.

Parameters

model : Metamodel A fitted metamodel instance. x : ParameterSet The input parameters. y : np.ndarray The true target values.

Returns

dict A dictionary containing various diagnostic metrics.

Parameters:

• model Metamodel
• x ParameterSet
• y np.ndarray

Returns: DiagnosticsDict