Human Activity Recognition on HAR dataset patient07
96.51AccuracyCentralized XGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Centralized XGBoostHistogram bins=642026.03 | 96.51 | 91.99 | |
| Centralized XGBoostHistogram bins=1282026.03 | 96.51 | 92.83 | |
| FedSCS-XGBHistogram bins=1282026.03 | 96.51 | 92.08 | |
| Centralized XGBoostHistogram bins=2562026.03 | 96.42 | 92.91 | |
| Centralized XGBoostHistogram bins=5122026.03 | 96.42 | 92.9 | |
| FedSCS-XGBHistogram bins=642026.03 | 96.06 | 91.43 | |
| FedSCS-XGBHistogram bins=2562026.03 | 95.61 | 89.92 | |
| FedSCS-XGBHistogram bins=5122026.03 | 95.61 | 89.92 | |
| PAXHistogram bins=2562026.03 | 94.62 | 90.54 | |
| PAXHistogram bins=642026.03 | 93.37 | 87.67 | |
| PAXHistogram bins=1282026.03 | 93.37 | 87.67 | |
| PAXHistogram bins=5122026.03 | 91.49 | 84.97 |