Human Activity Recognition on HAR dataset patient04
93.77AccuracyCentralized XGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Centralized XGBoostHistogram bins=1282026.03 | 93.77 | 93.13 | |
| Centralized XGBoostHistogram bins=642026.03 | 93.59 | 92.95 | |
| Centralized XGBoostHistogram bins=2562026.03 | 93.59 | 93.01 | |
| Centralized XGBoostHistogram bins=5122026.03 | 93.59 | 92.83 | |
| FedSCS-XGBHistogram bins=1282026.03 | 92.64 | 90.99 | |
| PAXHistogram bins=642026.03 | 91.17 | 89.87 | |
| PAXHistogram bins=1282026.03 | 91.17 | 89.87 | |
| FedSCS-XGBHistogram bins=2562026.03 | 90.82 | 87.9 | |
| FedSCS-XGBHistogram bins=5122026.03 | 90.82 | 87.9 | |
| FedSCS-XGBHistogram bins=642026.03 | 90.74 | 88.5 | |
| PAXHistogram bins=2562026.03 | 90.13 | 88.59 | |
| PAXHistogram bins=5122026.03 | 88.14 | 85.84 |