Table 2. The confusion matrix for evaluation of prediagnosis disease prediction tasks.

Category	True value =1	True value =0
Prediction value =1	TP	FP
Prediction value =0	FN	TN

Value of the confusion matrix elements: TP, true positive; FP, false positive; FN, false negative; TN, true negative.