INNER CODE UNIT · Python

predict

aimclub/FEDOT · fedot/api/main.py:267

    def predict(self,
                features: FeaturesType,
                in_sample: bool = True,
                validation_blocks: Optional[int] = None,
                path_to_save: Optional[PathType] = None) -> np.ndarray:
        """Predicts new target using already fitted model.

        For time-series performs forecast with depth ``forecast_length`` if ``in_sample=False``.
        If ``in_sample=True`` performs in-sample forecast using features as sample.

        Args:
            features: an array with features of test data.
            in_sample: used while time-series prediction. If ``in_sample=True`` performs in-sample forecast using
                features with number if iterations specified in ``validation_blocks``.
            validation_blocks: number of validation blocks for in-sample forecast.
            path_to_save: if specified, path to save prediction to.

        Returns:

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