GaussianMixture.score¶
- GaussianMixture.score(data)[source]¶
Computes the average negative log-likelihood (NLL) of the provided datapoints.
- Parameters:
data (
Union[ndarray[Any,dtype[float32]],Tensor]) -- The datapoints for which to evaluate the NLL.- Return type:
- Returns:
The average NLL of all datapoints.
Note
See
score_samples()to obtain NLL values for individual datapoints.