mlquantify.model_selection#

GridSearchQ

Grid Search for Quantifiers with evaluation protocols.

BaseProtocol

Base class for evaluation protocols.

APP

Artificial Prevalence Protocol (APP) for exhaustive prevalent batch evaluation.

NPP

Natural Prevalence Protocol (NPP) that samples data without imposing prevalence constraints.

UPP

Uniform Prevalence Protocol (UPP) for uniform sampling of artificial prevalences.

PPP

Personalized Prevalence Protocol (PPP) for targeted prevalence batch generation.