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Table 4 Performance comparison of the males and females model in training and validation group

From: Explore the influencing factors and construct random forest models of post-stroke depression at 3 months in males and females

 

Training group

Validation group

Male

Female

Male

Female

AUC

0.86

0.88

0.71

0.76

Sensitivity

0.75

0.90

0.66

0.79

Specificity

0.81

0.70

0.71

0.68

Accuracy

0.77

0.79

0.68

0.74

Cut-off value

−0.63

−0.58

−0.63

−0.60

  1. AUC area under the curve
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BMC Psychiatry

ISSN: 1471-244X

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