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%