mlquantify.meta#

Meta Methods#

EnsembleQ

Ensemble-based Quantifier combining multiple models trained on varied data samples with controlled prevalence distributions to improve robustness and accuracy.

QuaDapt

QuaDapt Metaquantifier: Adaptive quantification using synthetic scores.

AggregativeBootstrap

Aggregative Bootstrap Quantifier to compute prevalence confidence regions.