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Comparison of different combinations of four classifiers based on handcrafted feature extraction.
| Approach | Mean Value (%) |
Standard Deviation (%) |
|---|---|---|
| XGBoost | 90.87 | 0.00 |
| ExtraTrees | 94.12 | 0.15 |
| Random Forest | 92.77 | 0.19 |
| Softmax Regression | 95.89 | 0.00 |
| CELearning (Softmax Regression + ExtraTrees) | 96.64 | 0.08 |
| CELearning (Softmax Regression + ExtraTrees + Random Forest) | 96.65 | 0.11 |
| CELearning (proposed) | 96.67 | 0.11 |
