Table 3.

Training results.

	Atlas	Discover	Accuracy	P value	Precision	Sensitivity	Specificity	2nd test
Feature selection	Brod.	0.0711	0.900	<0.001	0.8889	0.8889	0.9091	0.6667
	Brod.ce	0.0739	0.900	<0.001	0.8889	0.8889	0.9091	0.5556
	AAL	0.0699	0.925	<0.001	0.9412	0.8889	0.9545	0.7222
	AICHA	0.0669	1.000	<0.001	1.000	1.000	1.000	0.8333
	BN	0.0765	1.000	<0.001	1.000	1.000	1.000	0.8333
Whole brain	Brod.	–	0.5250	0.3816	0.4667	0.3889	0.6364	–
	Brod.ce	–	0.5000	0.4645	0.4375	0.3889	0.5909	–
	AAL	–	0.4750	0.5455	0.4211	0.4444	0.5000	–
	AICHA	–	0.6000	0.1269	0.5833	0.3889	0.7727	–
	BN	–	0.5750	0.1888	0.5385	0.3889	0.7273	–

The training results were divided into with or without feature selection. The Discover column shows the ratio of significant connections to all possible connections. The last column shows the test accuracy when using the second session data as test data. This testing was only performed for the training with feature selection. Brod, Brodmann atlas; Brod.ce, Brodmann atlas with cerebellum; BN, Brainnetome atlas. Significant results were shown in bold.