Research Article

The Prediction Analysis of Peer-to-Peer Lending Platforms Default Risk Based on Comparative Models

Table 5

Performance indicator.

NameExplanation

Accuracy (ACC)Calculated as (TP + TN)/(TP + TN + FP + FN)
Precision (PPV)Calculated as TP/(TP + FP)
Sensitivity (TPR)Calculated as TP/(TP + FN)
Specificity (TNR)Calculated as TN/(TN + FP)
FPRCalculated as 100%-TN/(TN + FP)
PR curvePrecision-recall curve (x-axis: PPV versus y-axis: TPR)
ROC curveReceiver operating characteristics curve (x-axis: FPR versus y-axis: TPR)