Table 4 Summary of the model’s performance statistics.

From: Essentiality, protein–protein interactions and evolutionary properties are key predictors for identifying cancer-associated genes using machine learning

F1 score

True positive rate (Sensitivity)

False positive rate (Fallout)

True negative rate (Specificity)

Positive predictive value (Precision)

Negative predictive value

Accuracy

Matthews correlation coefficient

0.23

0.61

0.11

0.89

0.14

0.99

0.89

0.25

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