BMC Medical Informatics and Decision Making

Table 2 Ten-fold cross-validation test results using balanced and clinic-based dataset

From: Prediction of cognitive impairment via deep learning trained with multi-center neuropsychological test data

		Minimum(%)	Maximum(%)	Mean ± SD(%)
Balanced dataset	CI vs NC	95.03	97.93	96.44 ± 0.96
	MCI vs NC	94.82	97.31	96.11 ± 0.69
	ADD vs MCI vs NC	93.66	96.82	95.89 ± 0.99
Clinic-based dataset	CI vs NC	96.96	98.21	97.51 ± 0.40
	MCI vs NC	96.53	98.84	97.27 ± 0.67
	ADD vs MCI vs NC	96.34	97.86	97.01 ± 0.54

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