Human Activity Recognition on HAR dataset patient06
97.48AccuracyCentralized XGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Centralized XGBoostHistogram bins=1282026.03 | 97.48 | 92.49 | |
| Centralized XGBoostHistogram bins=5122026.03 | 97.48 | 92.45 | |
| Centralized XGBoostHistogram bins=642026.03 | 97.11 | 92.52 | |
| Centralized XGBoostHistogram bins=2562026.03 | 97.02 | 91.48 | |
| FedSCS-XGBHistogram bins=642026.03 | 96.65 | 92.17 | |
| PAXHistogram bins=2562026.03 | 95.25 | 88.6 | |
| FedSCS-XGBHistogram bins=2562026.03 | 95.15 | 90.11 | |
| FedSCS-XGBHistogram bins=5122026.03 | 95.15 | 90.11 | |
| PAXHistogram bins=642026.03 | 95.06 | 89.98 | |
| PAXHistogram bins=1282026.03 | 95.06 | 89.98 | |
| FedSCS-XGBHistogram bins=1282026.03 | 94.97 | 91.02 | |
| PAXHistogram bins=5122026.03 | 94.97 | 89.45 |