Table 4.

Performance of the models in the training data set.

Prediction scores
	Model with functional connectivity	Model for functional connectivity combined with the ApoE4 genotype
Accuracy	0.80 ± 0.02	0.85 ± 0.01
Recall	0.70 ± 0.03	0.78 ± 0.03
Precision	0.88 ± 0.03	0.90 ± 0.02
F1-score	0.78 ± 0.02	0.83 ± 0.02

ApoE4, apolipoprotein E4.

The model for functional connectivity included 99 voxels, and the model for functional connectivity combined with the ApoE4 genotype included 99 voxels and ApoE4 genotypes.