Deep Learning-Based Ensembling Technique to Classify Alzheimer’s Disease Stages Using Functional MRI

Table 4

Evaluation metrics results of different models on the ADNI dataset.

Models	Accuracy (%)	Precision (%)	Recall (%)	Specificity (%)	F1 score (%)
VGG-16	96.2	91.4	89.9	90.4	93.7
ResNet-18	87.5	85.4	88.6	84.3	86.5
AlexNet	91.4	88.5	86.5	84.8	85.8
Inception v1	88.6	89.3	90.3	88.2	90.1
Custom CNN	96.2	91.4	94.8	93.6	95.3