User Manual

ASUS, Inc

 Hence, the result as below

1. Accuracy = (TP+TN) / (TP+TN+FP+FN) = (5+90) / (5+90+3+2) = 95%,

meaning 95% of total examination events are accurate result.

2. Precision = TP / (TP+FP) = 5 / (5+3) = 62.5%, meaning 62.5% of total

examined defect events are actually defect events.

3. Recall or Detection = TP/ (TP+FN) = 5 / (5+2) = 71.4%, meaning 71.4% total

actual defect parts examined as defect events.

4. Loss = FN/ (TP+FN) = 2 / (5+2) = 28.6%, meaning 28.6% total defect parts

are not examined as defect events.

5. Overkill = FP/ (FP+TN) = 3 / (3+90) = 3.2%, meaning 3.2% of total good

parts are examined as defect events.