loglikelihood

MixtureModel.loglikelihood(X)

Log-likelihood of the complete data X.

The log-likelihood is the sum of the log-PDF values for all data points.

Parameters:

X (ArrayLike) – The input data sample.

Returns:

The total log-likelihood value.

Return type:

float