KLD#
- mlquantify.metrics.KLD(prev_pred, prev_real)[source]#
Compute the Kullback-Leibler divergence between the real and predicted prevalences.
- Parameters:
- prev_realarray-like of shape (n_classes,)
True prevalence values for each class.
- prev_predarray-like of shape (n_classes,)
Predicted prevalence values for each class.
- Returns:
- divergencearray-like of shape (n_classes,)
Kullback-Leibler divergence for each class.