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Table 4 Comparison of the evaluation methodologies; the proposed hybrid approach is referred as LOO–MCRS

From: Integrated space–frequency–time domain feature extraction for MEG-based Alzheimer’s disease classification

Modality

LOOCV (%)

MCRSCV (%)

LOO–MCRS (%)

Magnetometer

65.25

67.52

65.19

Gradiometer

85.93

91.57

83.87

Score fusion

89.84

93.76

88.33

  1. The results are the mean values of 100 times repetitions