cellrank.ul.models.SKLearnModel.confidence_interval

SKLearnModel.confidence_interval(x_test=None, **kwargs)

Calculate the confidence interval.

Use default_confidence_interval() function if underlying model has not method for confidence interval calculation.

Parameters

• x_test (Optional[ndarray]) – Array of shape (n_samples,) used for confidence interval calculation. If None, use x_test.

• kwargs – Keyword arguments for underlying model’s confidence method or for default_confidence_interval().

Returns

Updates the following fields:

• conf_int - Array of shape (n_samples, 2) containing the lower and upper bounds of the confidence interval.

Return type

numpy.ndarray