Human Activity Recognition on HAR dataset patient08
97.09AccuracyCentralized XGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Centralized XGBoostHistogram bins=2562026.03 | 97.09 | 93.1 | |
| Centralized XGBoostHistogram bins=1282026.03 | 97 | 93.45 | |
| FedSCS-XGBHistogram bins=1282026.03 | 96.61 | 92.92 | |
| Centralized XGBoostHistogram bins=5122026.03 | 96.51 | 91.22 | |
| PAXHistogram bins=642026.03 | 96.42 | 91.45 | |
| PAXHistogram bins=1282026.03 | 96.42 | 91.45 | |
| Centralized XGBoostHistogram bins=642026.03 | 96.22 | 91.28 | |
| PAXHistogram bins=2562026.03 | 96.22 | 92.54 | |
| FedSCS-XGBHistogram bins=642026.03 | 95.74 | 91.78 | |
| FedSCS-XGBHistogram bins=2562026.03 | 94.86 | 88.77 | |
| FedSCS-XGBHistogram bins=5122026.03 | 94.86 | 88.77 | |
| PAXHistogram bins=5122026.03 | 94.77 | 89.74 |