Table 4 Classification performance in T2DM-MCI, T2DM-NC and NC differentiation.

From: Detecting type 2 diabetes mellitus cognitive impairment using whole-brain functional connectivity

 

ACC (%)

AUC (%)

F1 (%)

SEN (%)

SPE (%)

PRE (%)

T2DM-NC vs. T2DM-MCI

87.91 ± 1.04

81.99 ± 8.30

73.95 ± 2.54

61.67 ± 4.56

98.06 ± 1.77

93.06 ± 6.36

T2DM-NC vs. NC

80.00 ± 0.83

84.14 ± 3.44

76.24 ± 1.48

75.65 ± 7.28

83.23 ± 6.20

77.58 ± 4.86

T2DM-NC vs. T2DM-MCI and NC

69.39 ± 1.27

80.07 ± 0.76

68.11 ± 0.87

69.39 ± 1.27

78.14 ± 1.33

70.90 ± 1.54

  1. ACC accuracy, AUC the area under the receiver operating characteristic curve, SEN sensitivity, SPE specificity, PRE precision.
Back to article page