Data Science, Regularization, Machine Learning, Editors Pick, Hands On Tutorials.
predicted_values: values predicted by the model :param true_values: true target values for the data :return: integer representing the bias of the model """ return np.round(np.mean((predicted_values - true_values) ** 2), 0) def get_variance(values): """ Calculates variance of an array of values