Table 2 Top five performing supervised ML models based on test data
Subset 1 (Target variable = MBI_Q5) | Subset 2 (Target variable = MBI) | ||
|---|---|---|---|
Model | Accuracy % | Model | Accuracy % |
Gradient Booster Classifier | 76.98% | Gradient Booster Classifier | 76.8% |
Extra Trees Classifier | 75.83% | Extra Trees Classifier | 76.47% |
Light Gradient Boosting Machine | 75.17% | Random Forest Classifier | 75.33% |
Naive Bayes | 72.84% | Light Grading Boosting Machine | 75.15% |
Random Forest Classifier | 72.69% | Ada Boost Classifier | 73.68% |