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Table 5 Performance measurements

From: DeepVAQ : an adaptive deep learning for prediction of vascular access quality in hemodialysis patients

Performance measurements

Formula

Accuracy

(TP + TN)/(TP + FP + TN + FN)

Sensitivity

TP/(TP + FN)

Specificity

TN/(TN + FP)

Precision

TP/(TP + FP)

F-Measure

\((2 \times \mathrm{Precision }\times \mathrm{ Recall})/({\text{Precision}}+{\text{Recall}})\)

  1. TP True Positive, TN True Negative, FP False Positive, FN False Negative
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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