Human Activity Recognition on HAR dataset patient02
95.25AccuracyFedSCS-XGB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedSCS-XGBHistogram bins=1282026.03 | 95.25 | 92.17 | |
| FedSCS-XGBHistogram bins=642026.03 | 94.51 | 91.45 | |
| Centralized XGBoostHistogram bins=2562026.03 | 94.43 | 91.33 | |
| Centralized XGBoostHistogram bins=642026.03 | 94.34 | 91.46 | |
| FedSCS-XGBHistogram bins=2562026.03 | 94.34 | 89.81 | |
| FedSCS-XGBHistogram bins=5122026.03 | 94.34 | 89.81 | |
| Centralized XGBoostHistogram bins=5122026.03 | 94.18 | 91.22 | |
| Centralized XGBoostHistogram bins=1282026.03 | 93.93 | 90.68 | |
| PAXHistogram bins=2562026.03 | 93.03 | 88.98 | |
| PAXHistogram bins=642026.03 | 92.71 | 88.71 | |
| PAXHistogram bins=1282026.03 | 92.71 | 88.71 | |
| PAXHistogram bins=5122026.03 | 92.3 | 87.97 |