MultiResponseResult

Prediction result for multiple responses.

Usage

Source

MultiResponseResult(
    predictions,
    responses,
)

Returned by MultiResponseGAM.predict(). Behaves like a dict keyed by response name (via __getitem__) and iterates over response names (via __iter__), while retaining the ordered list of responses for convenience.

Attributes

predictions: dict[str, PredictionResult]

Dict mapping response name to its PredictionResult (values, optional standard errors, and linear predictor) from that response’s individual GAM.

responses: list[str]

List of response names (ordered), matching the order passed to MultiResponseGAM.