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Table 6 Results of all models on the test set

From: An artificial intelligence-based risk prediction model of myocardial infarction

 

Accuracy

F1 score

Negative precision

Positive precision

Specificity

Sensitivity

AUC

Model1

0.71

0.69

0.64

0.98

0.99

0.44

0.90

Model2

0.70

0.68

0.63

0.94

0.97

0.42

0.78

Model3

0.83

0.83

0.81

0.87

0.88

0.80

0.91

Model4

0.79

0.78

0.71

0.94

0.96

0.61

0.91

Model5

0.80

0.80

0.73

0.93

0.95

0.65

0.91