Human Activity Recognition on HAR dataset patient05
97.7AccuracyCentralized XGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Centralized XGBoostHistogram bins=5122026.03 | 97.7 | 87.14 | |
| Centralized XGBoostHistogram bins=2562026.03 | 97.61 | 85.97 | |
| Centralized XGBoostHistogram bins=1282026.03 | 97.24 | 85.4 | |
| Centralized XGBoostHistogram bins=642026.03 | 96.97 | 85.63 | |
| PAXHistogram bins=642026.03 | 96.88 | 83.09 | |
| PAXHistogram bins=1282026.03 | 96.88 | 83.09 | |
| FedSCS-XGBHistogram bins=1282026.03 | 96.78 | 84.89 | |
| FedSCS-XGBHistogram bins=642026.03 | 96.23 | 84.19 | |
| FedSCS-XGBHistogram bins=2562026.03 | 96.23 | 84.95 | |
| FedSCS-XGBHistogram bins=5122026.03 | 96.23 | 84.95 | |
| PAXHistogram bins=2562026.03 | 95.13 | 80.5 | |
| PAXHistogram bins=5122026.03 | 88.05 | 71.75 |