Table 9 Evaluation metrics in machine learning.

From: Machine learning based clinical decision tool to predict acute kidney injury and survival in therapeutic hypothermia treated neonates

\(\:\text{Accuracy}=\frac{TP+TN}{TP+TN+FP+FN}\)

\(\:{F}_{1}=2\times\:\frac{\text{Precision}\times\:\text{Recall}}{\text{Precision}+\text{Recall}}\)

\(\:\text{Precision}=\frac{TP}{TP+FP}\)

\(\:\text{Recall}=\frac{TP}{TP+FN}\)

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