. Author manuscript; available in PMC: 2022 Jul 1.

Published in final edited form as: Med Image Anal. 2021 Mar 4;71:102026. doi: 10.1016/j.media.2021.102026

Table 5. Comparison of the prediction models to predict a gF score.

The prediction performance was reported in terms of RMSE and correlation coefficients between actual and predicted scores. The values were reported as format of mean ± standard deviation. The performance measurements were computed from 1,000 bootstrap samples.

Functional Network		FN_Pearson	FN_Partial	FN_gl		FN_simplex

	r	0.062 ± 0.109	0.103 ± 0.110	0.080 ± 0.104		0.271 ± 0.054
	RMSE	5.28 ± 2.06	4.79 ± 0.44	4.77 ± 0.40		4.53 ± 0.35

Functional + Structural		*SN + FN*_Pearson	*SN + FN*_Partial	*SN + FN*_gl	*SFN*_agl	*SFN*_simplex

	r	0.255±0.131	0.110 ± 0.080	0.112 ± 0.089	0.105 ± 0.107	0.287 ± 0.090
	RMSE	4.98±1.88	4.61 ± 0.51	4.61 ± 0.40	4.73 ± 0.39	4.54 ± 0.37