mlquantify.methods.aggregative#

Aggregative methods#

CC

Classify and Count (CC).

EMQ

Expectation Maximisation Quantifier (EMQ).

FM

The Friedman Method (FM).

GAC

Generalized Adjusted Count (GAC).

GPAC

Generalized Probabilistic Adjusted Count (GPAC).

PCC

Probabilistic Classify and Count (PCC).

PWK

Nearest-Neighbor Based Quantification (PWK).

ACC

Adjusted Classify and Count (ACC).

MAX

Threshold MAX.

MS

Median Sweep (MS).

MS2

Median Sweep 2 (MS2).

PACC

Probabilistic Adjusted Classify and Count (PACC).

T50

Threshold 50 (T50).

X_method

Threshold X.

DyS

Distribution y-Similarity (DyS) framework.

DySsyn

Synthetic Distribution y-Similarity (DySsyn).

HDy

Hellinger Distance Minimization (HDy) framework.

SMM

Sample Mean Matching (SMM).

SORD

Sample Ordinal Distance (SORD).