cardea.modeling.Modeler.fit_predict¶

Modeler.fit_predict(X, y, tune=False, max_evals=10, scoring=None, verbose=False)[source]¶

Fit the pipeline and make predictions

Parameters

X (pandas.DataFrame or ndarray) – Inputs to the pipeline.
y (pandas.Series or ndarray) – Target values.
tune (bool) – Whether to optimize hyper-parameters of the pipelines.
max_evals (int) – Maximum number of hyper-parameter optimization iterations.
scoring (str) – The name of the scoring function used in the hyper-parameter optimization.
verbose (bool) – Whether to log information during processing.

Returns

Predictions to the input data.

Return type

pandas.Series or ndarray