mlquantify.counting

Counting Methods

CC	Classify and Count (CC) quantifier.
PCC	Probabilistic Classify and Count (PCC) quantifier.
ThresholdAdjustment	Abstract base class for ROC-threshold adjustment quantifiers.
TAC	Threshold Adjusted Count (TAC).
TX	Threshold X (TX).
TMAX	Threshold MAX (TMAX).
T50	T50 — threshold where TPR is closest to 0.5.
MS	Median Sweep (MS).
MS2	Median Sweep 2 (MS2).
FM	Friedman Method (FM).
GACC	Generalized Adjusted Classify and Count (GACC).
GPACC	Generalized Probabilistic Adjusted Classify and Count (GPACC).
evaluate_thresholds	Evaluate a range of classification thresholds to compute the corresponding True Positive Rate (TPR) and False Positive Rate (FPR) for a binary quantification task.
compute_tpr	Compute the True Positive Rate (Recall) for a binary classification task.
compute_fpr	Compute the False Positive Rate for a binary classification task.
compute_table	Compute the confusion matrix table for a binary classification task.