Table 4.

Investigating performance for each individual class

	Accuracy	Precision	Recall	F1-Score
Control	96.66%	96.78%	98.88%	97.81%
Moderate cognitive impairment	96.66%	90.00%	70.00%	76.66%
Alzheimer’s disease	100%	100%	100%	100%

Note: This table shows the performance metrics averaged across 5 random initializations of MADDi on each class (control, Moderate Cognitive Impairment, and Alzheimer’s disease). We observe that Alzheimer’s disease is predicted correctly regardless of initialization and the only mistake the model makes is misclassifying MCI patients as control patients.