Research Article
Diabetes Mellitus Disease Prediction and Type Classification Involving Predictive Modeling Using Machine Learning Techniques and Classifiers
Table 2
Results after data augmentation.
| Classifier | Accuracy | Precision | Recall | F1-score | 0 | 1 | 0 | 1 | 0 | 1 |
| GBM | 92.9 | 0.98 | 0.83 | 0.92 | 0.96 | 0.95 | 0.89 | RF | 90.9 | 0.94 | 0.84 | 0.93 | 0.87 | 0.93 | 0.85 | LGBM | 92.2 | 0.96 | 0.84 | 0.93 | 0.91 | 0.94 | 0.88 |
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