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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