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Table 2 Performance comparison by the number of convolutional layers with or without Net-GA block

From: Diagnosis of schizophrenia with functional connectome data: a graph-based convolutional neural network approach

Layers

Accuracy

Sensitivity

Specificity

1

81.93/75.30

84.21/76.61

79.50/73.91

2

83.13/76.79

85.96/79.65

80.12/73.68

3

83.02/76.81

85.27/79.53

80.88/73.91

4

82.23/75.70

85.38/76.88

78.88/74.53

  1. Data given as with GCP/without GCP (%); Net-GA, Net-Global Covariance Pooling-Attention
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BMC Neuroscience

ISSN: 1471-2202

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