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Journal of Electrical Systems and Information Technology

Table 1 Performance equations summary

From: Automated detection of human mental disorder

Assessments

Equation

Equ. No

Precision (P)

\(\frac{TP}{TP+FP}\)

(1)

Recall (R)

\(\frac{TP}{TP+FN}\)

(2)

F1-Score (F)

2 *\(\frac{P*R}{P+R}\)

(3)

Accuracy (Acc)

\(\frac{TP+TN}{TP+TN+FP+FN}\)

(4)

  1. In true positive (TP), the model predicts the positive class correctly. In true negative (TN), the model correctly classifies the negative class. In a false positive (FP), the model predicts the positive class incorrectly. In false negative (FN), the model predicts the negative class incorrectly
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