INNER CODE UNIT · Python

tune

aimclub/FEDOT · fedot/api/main.py:213

    def tune(self,
             input_data: Optional[FeaturesType] = None,
             target: TargetType = 'target',
             metric_name: Optional[Union[str, MetricCallable]] = None,
             iterations: int = DEFAULT_TUNING_ITERATIONS_NUMBER,
             timeout: Optional[float] = None,
             cv_folds: Optional[int] = None,
             n_jobs: Optional[int] = None,
             show_progress: bool = False) -> Pipeline:
        """Method for hyperparameters tuning of current pipeline

        Args:
            input_data: data for tuning pipeline in one of the supported formats.
            target: data target values in one of the supported target formats.
            metric_name: name of metric for quality tuning.
            iterations: numbers of tuning iterations.
            timeout: time for tuning (in minutes). If ``None`` or ``-1`` means tuning until max iteration reach.
            cv_folds: number of folds on data for cross-validation.

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