Human Activity Recognition on HAR dataset patient01
93.28AccuracyCentralized XGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Centralized XGBoostHistogram bins=2562026.03 | 93.28 | 90.9 | |
| Centralized XGBoostHistogram bins=5122026.03 | 93.1 | 90.39 | |
| Centralized XGBoostHistogram bins=1282026.03 | 93.01 | 90.1 | |
| Centralized XGBoostHistogram bins=642026.03 | 92.66 | 89.86 | |
| FedSCS-XGBHistogram bins=2562026.03 | 91.44 | 88.54 | |
| FedSCS-XGBHistogram bins=5122026.03 | 91.44 | 88.54 | |
| FedSCS-XGBHistogram bins=1282026.03 | 91.18 | 86.7 | |
| FedSCS-XGBHistogram bins=642026.03 | 90.83 | 87.34 | |
| PAXHistogram bins=2562026.03 | 89.35 | 86.24 | |
| PAXHistogram bins=642026.03 | 89.26 | 86.14 | |
| PAXHistogram bins=1282026.03 | 89.26 | 86.14 | |
| PAXHistogram bins=5122026.03 | 85.59 | 81.56 |