Table 1 Comparisons of machine learning models.
From: MyWear revolutionizes real-time health monitoring with comparative analysis of machine learning
Model | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
Naïve Bayes | 0.97 | 0.98 | 0.99 | 0.98 |
Support vector machine | 0.98 | 0.98 | 1.00 | 0.99 |
Logistic regression | 0.98 | 0.98 | 1.00 | 0.99 |
Decision tree | 0.97 | 0.98 | 0.99 | 0.98 |
Stochastic Gradient Descent | 0.96 | 0.98 | 0.98 | 0.98 |
K-Nearest Neighbours | 0.98 | 0.98 | 1.00 | 0.99 |
