Table 1. Definitions of the elementary metrics used to formulate the evaluation metrics.

Metric	Definition	Description	Metric	Definition	Description
TP	$\mathbb{P}(Y=1,\theta =1)$	True Positive (correctly identified)	FN	$\mathbb{P}(Y=1,\theta =0)$	False Negative
TN	$\mathbb{P}(Y=0,\theta =0)$	True Negative (correctly rejected)	FP	$\mathbb{P}(Y=0,\theta =1)$	False Negative
TPR	TP/(TP + FN)	True Positive Rate	TNR	TN/(FP + TN)	True Negative Rate
Precision	TP/(TP + FP)	Positive Predictive Value	Recall	TP/(TP + FN)	True Positive Rate