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Table 4 Performance indicators of the final models

From: Machine learning algorithms for the prediction of adverse prognosis in patients undergoing peritoneal dialysis

Model

Performance

ACC

AUC

Youden

Sensitivity

Specificity

Full

0.78

[0.72, 0.83]

0.80

[0.76, 0.83]

0.48

0.68

[0.53, 0.80]

0.80

[0.73, 0.86]

Compact

0.74

[0.68, 0.80]

0.79

[0.75, 0.84]

0.46

0.71

[0.56, 0.82]

0.75

[0.67, 0.81]

  1. ACC Accuracy, AUC Area under the curve
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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