evalml.model_understanding.get_linear_coefficients

evalml.model_understanding.get_linear_coefficients(estimator, features=None)

Returns a dataframe showing the features with the greatest predictive power for a linear model.

Parameters

• estimator (Estimator) – Fitted linear model family estimator.

• features (list[str]) – List of feature names associated with the underlying data.

Returns

Displaying the features by importance.

Return type

pd.DataFrame

evalml.model_understanding.get_prediction_vs_actual_data evalml.model_understanding.t_sne