Outdoor-to-Indoor (O2I) loss classification on Building-level O2I Loss dataset (test region)
98AccuracyXGBoost
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| XGBoostLearning Paradigm=Semi-supervised Learning (SSL)2026.04 | 98 | 79 | 1.09 | 65 | |
| RanFLearning Paradigm=Semi-supervised Learning (SSL)2026.04 | 96 | 71 | 1.15 | 61 | |
| LGBMLearning Paradigm=Semi-supervised Learning (SSL)2026.04 | 95 | 69 | 1.1 | 65 | |
| VotingLearning Paradigm=Semi-supervised Learning (SSL)2026.04 | 95 | 67 | 1.19 | 61 | |
| XGBoostLearning Paradigm=Supervised Learning (SL)2026.04 | 88 | 82 | 1.43 | 52 | |
| LGBMLearning Paradigm=Supervised Learning (SL)2026.04 | 87 | 81 | 1.19 | 63 | |
| VotingLearning Paradigm=Supervised Learning (SL)2026.04 | 87 | 81 | 1.35 | 56 | |
| RanFLearning Paradigm=Supervised Learning (SL)2026.04 | 84 | 80 | 1.46 | 48 |