Disease Diagnosis on Cartilage Thickness Loss (test)
76.06Balanced AccuracyRandom Policy
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Random PolicySampling Rate=30%2025.05 | 76.06 | 88.44 | |
| Policy ClassifierSampling Rate=30%2025.05 | 75.98 | 87.96 | |
| Policy ReconSampling Rate=30%2025.05 | 75.92 | 87.38 | |
| Policy ClassifierSampling Rate=20%2025.05 | 75.3 | 87.82 | |
| UndersampledSampling Rate=30%2025.05 | 75.22 | 88.08 | |
| Random PolicySampling Rate=20%2025.05 | 75.2 | 87.52 | |
| Policy ClassifierSampling Rate=15%2025.05 | 75.14 | 87.32 | |
| Random PolicySampling Rate=15%2025.05 | 75.08 | 86.98 | |
| Fully Sampled (Oracle)Sampling Rate=100%2025.05 | 75.05 | 88.23 | |
| UndersampledSampling Rate=20%2025.05 | 74.62 | 87.86 | |
| UndersampledSampling Rate=15%2025.05 | 74.32 | 87.38 | |
| Weighted PolicySampling Rate=15%2025.05 | 74.02 | 89.06 | |
| Random PolicySampling Rate=10%2025.05 | 73.88 | 86.18 | |
| Weighted PolicySampling Rate=20%2025.05 | 73.86 | 88.98 | |
| Weighted PolicySampling Rate=30%2025.05 | 73.84 | 89.02 | |
| Policy ClassifierSampling Rate=10%2025.05 | 73.72 | 86.74 | |
| UndersampledSampling Rate=10%2025.05 | 73.22 | 86.02 | |
| Weighted PolicySampling Rate=10%2025.05 | 72.96 | 87.34 | |
| Random PolicySampling Rate=5%2025.05 | 72.76 | 85.24 | |
| Weighted PolicySampling Rate=5%2025.05 | 72.76 | 85.24 | |
| Policy ReconSampling Rate=15%2025.05 | 72.18 | 86.18 | |
| Policy ReconSampling Rate=20%2025.05 | 71.2 | 86.42 | |
| UndersampledSampling Rate=5%2025.05 | 71.12 | 84.58 | |
| Policy ClassifierSampling Rate=5%2025.05 | 71.12 | 84.58 | |
| Policy ReconSampling Rate=10%2025.05 | 65.86 | 85.3 | |
| Policy ReconSampling Rate=5%2025.05 | 64.34 | 83.72 | |
| Random PolicySampling Rate=30%2025.05 | 58.44 | 83.48 | |
| Random PolicySampling Rate=20%2025.05 | 55.8 | 81.54 | |
| Random PolicySampling Rate=15%2025.05 | 55.64 | 79 | |
| Weighted PolicySampling Rate=30%2025.05 | 55.48 | 87.26 | |
| Weighted PolicySampling Rate=10%2025.05 | 54.88 | 81.2 | |
| Fully Sampled (Oracle)Sampling Rate=100%2025.05 | 54.84 | 80.88 | |
| Weighted PolicySampling Rate=20%2025.05 | 54.8 | 86.28 | |
| Random PolicySampling Rate=10%2025.05 | 54.66 | 78.2 | |
| Policy ReconSampling Rate=30%2025.05 | 54.46 | 81.22 | |
| Random PolicySampling Rate=5%2025.05 | 54.4 | 75.46 | |
| Weighted PolicySampling Rate=5%2025.05 | 54.4 | 75.44 | |
| Weighted PolicySampling Rate=15%2025.05 | 53.9 | 84.98 | |
| Policy ReconSampling Rate=15%2025.05 | 50.18 | 78.74 | |
| Policy ReconSampling Rate=20%2025.05 | 50.16 | 78.48 | |
| Policy ReconSampling Rate=5%2025.05 | 45.22 | 77.58 | |
| Policy ReconSampling Rate=10%2025.05 | 44.72 | 76.84 |