Research Article

Particles Detection System with CR-39 Based on Deep Learning

Table 1

Confusion matrix of our U-Net model. As can be seen from the definition of accuracy, the two important quantities that contribute to high accuracy are true positives (TP) and true negatives (TN).

RealPredictedā€‰

ā€‰Positives: 1,782Negatives: 2,727
Positives: 1,697TP: 1,665FN: 32
Negatives: 2,812FP: 117TN: 2,695

Threshold: 0.4.