Table 4.

AD prediction performance of our proposed CARE-AD approach

Prediction Y ear	AD cases			Controls			Accuracy
	Precision	Recall	F1 score	Precision	Recall	F1 score
−1 day	0.59 (0.57, 0.61)	0.73 (0.70, 0.76)	0.65 (0.63, 0.67)	0.92 (0.91, 0.93)	0.86 (0.85, 0.87)	0.89 (0.88, 0.90)	0.83 (0.82, 0.84)
−1 year	0.47 (0.45, 0.49)	0.66 (0.63, 0.69)	0.55 (0.53, 0.57)	0.89 (0.89, 0.90)	0.79 (0.78, 0.80)	0.84 (0.83, 0.85)	0.76 (0.75, 0.78)
−2 year	0.39 (0.37, 0.41)	0.59 (0.56, 0.62)	0.47 (0.45, 0.49)	0.87 (0.86, 0.88)	0.75 (0.73, 0.76)	0.80 (0.79, 0.81)	0.71 (0.70, 0.73)
−3 year	0.34 (0.32, 0.35)	0.54 (0.51, 0.57)	0.41 (0.39, 0.43)	0.85 (0.84, 0.87)	0.71 (0.69, 0.72)	0.77 (0.76, 0.79)	0.67 (0.66, 0.68)
−5 year	0.26 (0.25, 0.28)	0.46 (0.43, 0.49)	0.33 (0.31, 0.35)	0.81 (0.80, 0.82)	0.65 (0.64, 0.67)	0.72 (0.71, 0.73)	0.61 (0.59, 0.62)
−7 year	0.24 (0.23, 0.26)	0.43 (0.40, 0.46)	0.31 (0.29, 0.33)	0.80 (0.79, 0.81)	0.62 (0.61, 0.64)	0.70 (0.69, 0.71)	0.58 (0.57, 0.60)
−10 year	0.20 (0.18, 0.21)	0.38 (0.35, 0.41)	0.26 (0.24, 0.28)	0.77 (0.76, 0.78)	0.57 (0.55, 0.59)	0.65 (0.64, 0.67)	0.53 (0.51, 0.54)