Severity Degree Diagnosis on Cartilage Thickness Loss (test)
63.84Balanced AccuracyPolicy Classifier
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Policy ClassifierSampling Rate=30%2025.05 | 63.84 | 85.26 | |
| Random PolicySampling Rate=30%2025.05 | 63.64 | 78.52 | |
| Policy ClassifierSampling Rate=20%2025.05 | 63.1 | 83.24 | |
| Weighted PolicySampling Rate=30%2025.05 | 62.32 | 85.58 | |
| Random PolicySampling Rate=20%2025.05 | 62.22 | 75.54 | |
| Random PolicySampling Rate=10%2025.05 | 61.66 | 70.28 | |
| Random PolicySampling Rate=15%2025.05 | 61.6 | 71.04 | |
| UndersampledSampling Rate=30%2025.05 | 61.38 | 76.82 | |
| Fully Sampled (Oracle)Sampling Rate=100%2025.05 | 60.9 | 73.58 | |
| Weighted PolicySampling Rate=20%2025.05 | 60.88 | 83.6 | |
| Weighted PolicySampling Rate=10%2025.05 | 60.62 | 75.04 | |
| UndersampledSampling Rate=20%2025.05 | 60.32 | 71.8 | |
| Policy ClassifierSampling Rate=15%2025.05 | 60.3 | 83.1 | |
| UndersampledSampling Rate=10%2025.05 | 59.42 | 66.4 | |
| UndersampledSampling Rate=15%2025.05 | 59.02 | 68.76 | |
| Weighted PolicySampling Rate=15%2025.05 | 58.98 | 80.94 | |
| Random PolicySampling Rate=5%2025.05 | 58.92 | 65.72 | |
| Weighted PolicySampling Rate=5%2025.05 | 58.92 | 65.7 | |
| Policy ClassifierSampling Rate=10%2025.05 | 58.58 | 81.12 | |
| Policy ReconSampling Rate=10%2025.05 | 56.68 | 68.32 | |
| Policy ReconSampling Rate=30%2025.05 | 56.6 | 75 | |
| Policy ReconSampling Rate=5%2025.05 | 56.58 | 71.44 | |
| Policy ReconSampling Rate=20%2025.05 | 55.18 | 70.52 | |
| UndersampledSampling Rate=5%2025.05 | 54.9 | 61.9 | |
| Policy ClassifierSampling Rate=5%2025.05 | 54.9 | 61.9 | |
| Policy ReconSampling Rate=15%2025.05 | 54.5 | 71.3 |