Human Activity Recognition on HAR dataset (ALL)
95.77AccuracyCentralized XGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Centralized XGBoostHistogram bins=2562026.03 | 95.77 | 91.44 | |
| Centralized XGBoostHistogram bins=1282026.03 | 95.75 | 91.51 | |
| Centralized XGBoostHistogram bins=5122026.03 | 95.74 | 91.43 | |
| Centralized XGBoostHistogram bins=642026.03 | 95.59 | 91.07 | |
| FedSCS-XGBHistogram bins=1282026.03 | 95.08 | 90.22 | |
| FedSCS-XGBHistogram bins=642026.03 | 94.67 | 89.85 | |
| FedSCS-XGBHistogram bins=2562026.03 | 94.42 | 88.97 | |
| FedSCS-XGBHistogram bins=5122026.03 | 94.42 | 88.97 | |
| PAXHistogram bins=642026.03 | 93.9 | 88.64 | |
| PAXHistogram bins=1282026.03 | 93.9 | 88.64 | |
| PAXHistogram bins=2562026.03 | 93.83 | 88.62 | |
| PAXHistogram bins=5122026.03 | 91.42 | 85.28 |