Table 10 Comparative performance of the proposed model vs. best-existing models on the OASIS and ADNI datasets

From: Automated Alzheimer’s disease detection using active learning model with reinforcement learning and scope loss function

Dataset

OASIS

ADNI

Metric

Best previous model

Performance of the model

Percentage difference

Best previous model

Performance of the model

Percentage difference

Accuracy

84.179

88.806

+5.49%

87.438

90.623

+3.64%

F-measure

87.068

92.044

+5.72%

91.602

93.685

+2.28%

G-measure

88.020

92.923

+5.57%

92.099

93.165

+1.16%

AUC

0.698

0.753

+7.88%

0.719

0.810

+12.65%

Back to article page