Research Article
Employment of Ensemble Machine Learning Methods for Human Activity Recognition
Table 2
Hyperparameter tuning values of ML models.
| Training model | Parameter | Value |
| SVC | C | 10.4 |
| NuSVC | nu | 0.0131 |
| LSVC | C | 20.30 |
| XGB | Learning rate | 0.239 | Max depth | 6 |
| AdB | Learning rate | 0.31 | Algorithm | “SAMME.R” | n_estimators | 138 |
| LGBM | Boosting_type | “Goss” | Learning rate | 0.51 | n_estimators | 124 | Num_leaves | 31 |
| GB | Learning rate | 0.401 | n_estimators | 85 |
| ETC | n_estimators | 123 |
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