Human Activity Recognition on HAR patient03
97.31AccuracyCentralized XGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Centralized XGBoostHistogram bins=642026.03 | 97.31 | 92.87 | |
| Centralized XGBoostHistogram bins=1282026.03 | 97.02 | 94 | |
| Centralized XGBoostHistogram bins=5122026.03 | 96.92 | 93.29 | |
| FedSCS-XGBHistogram bins=2562026.03 | 96.92 | 91.73 | |
| FedSCS-XGBHistogram bins=5122026.03 | 96.92 | 91.73 | |
| PAXHistogram bins=2562026.03 | 96.92 | 92.93 | |
| Centralized XGBoostHistogram bins=2562026.03 | 96.73 | 92.83 | |
| FedSCS-XGBHistogram bins=1282026.03 | 96.73 | 90.98 | |
| FedSCS-XGBHistogram bins=642026.03 | 96.64 | 91.96 | |
| PAXHistogram bins=642026.03 | 96.35 | 92.2 | |
| PAXHistogram bins=1282026.03 | 96.35 | 92.2 | |
| PAXHistogram bins=5122026.03 | 96.06 | 91 |