Research Article
A Comparative Analysis of Machine Learning Algorithms to Predict Alzheimer’s Disease
Table 3
Comparison table of models.
| Model | Accuracy (%) | Recall (%) | Precision (%) | AUC (%) | F1 score |
| SVM | 92.0 | 91.9 | 91.9 | 91.9 | 91.9% | Logistic regression | 74.7 | 70.3 | 76.5 | 74.6 | 73%.3 | Decision tree | 80.0 | 59.4 | 100 | 79.7 | 74.5% | Random forest | 81.3 | 70.3 | 84.4 | 81.2 | 76.7% |
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