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Table 7 The result of APM from the GLMs method with four different distributions

From: Application of pattern recognition tools for classifying acute coronary syndrome: an integrated medical modeling

GLM with

Actual class

Predicted class

STEMI

NSTEMI

UA

Others

Normal Dist.

STEMI

86.82 ± 4.59

1.55 ± 2.11

11.64 ± 4.28

0.00 ± 0.00

NSTEMI

60.52 ± 13.38

10.52 ±10.24

28.96 ± 8.36

0.00 ± 0.00

UA

4.60 ± 2.17

12.16 ± 7.29

83.25 ± 7.23

0.00 ± 0.00

Others

11.16 ± 11.28

7.76 ± 9.43

81.07 ±13.77

0.00 ± 0.00

Inv. Gaussian Dist.

STEMI

88.06 ± 4.47

0.5 ± 1.01

11.44 ± 4.44

0.00 ± 0.00

NSTEMI

69.26 ± 8.25

2.06 ± 2.86

28.68 ± 8.19

0.00 ± 0.00

UA

4.72 ± 2.03

17.42 ± 9.52

77.86 ± 9.44

0.00 ± 0.00

Others

12.39 ±11.3

8.57 ± 11.27

79.04 ±15.53

0.00 ± 0.00

Poisson Dist.

STEMI

87.78 ± 4.35

0.69 ± 1.32

11.54 ± 4.29

0.00 ± 0.00

NSTEMI

66.22 ±10.82

4.88 ± 6.70

28.90 ± 8.30

0.00 ± 0.00

UA

4.82 ± 2.18

13.99 ± 7.73

81.19 ± 7.75

0.00 ± 0.00

Others

12.23 ±11.21

7.83 ± 9.99

79.95 ±14.86

0.00 ± 0.00

Gamma Dist.

STEMI

87.78 ± 4.47

0.55 ± 1.1

11.67 ± 4.44

0.00 ± 0.00

NSTEMI

68.62 ± 9.03

2.49 ± 3.79

28.89 ± 8.24

0.00 ± 0.00

UA

4.77 ± 2.10

15.66 ± 0.66

79.57 ± 8.63

0.00 ± 0.00

Others

12.24 ±11.22

7.80 ± 9.74

79.96 ±14.17

0.00 ± 0.00