ObjectBasedTransformedTargetRegressor

class polpo.preprocessing.sklearn.compose.ObjectBasedTransformedTargetRegressor(*args: Any, **kwargs: Any)

Bases: TransformedTargetRegressor

predict(X, **predict_params)

Predict using the base regressor, applying inverse.

The regressor is used to predict and the inverse_func or inverse_transform is applied before returning the prediction.

Parameters:

• X ({array-like, sparse matrix} of shape (n_samples, n_features)) – Samples.

• **predict_params (dict of str -> object) – Parameters passed to the predict method of the underlying regressor.

Returns:

y_hat (ndarray of shape (n_samples,)) – Predicted values.