Disease Diagnosis on ACL Sprain Diagnosis
0.8476Balanced AccuracyWeighted Policy
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Weighted PolicySampling Rate=15%2025.05 | 0.8476 | 0.8954 | |
| Weighted PolicySampling Rate=20%2025.05 | 0.8434 | 0.895 | |
| Fully Sampled (Oracle)Sampling Rate=100%2025.05 | 0.8427 | 0.9023 | |
| Weighted PolicySampling Rate=10%2025.05 | 0.842 | 0.8932 | |
| Weighted PolicySampling Rate=30%2025.05 | 0.8354 | 0.8936 | |
| Policy ClassifierSampling Rate=30%2025.05 | 0.8294 | 0.8898 | |
| Policy ReconSampling Rate=30%2025.05 | 0.8192 | 0.893 | |
| Policy ClassifierSampling Rate=20%2025.05 | 0.8184 | 0.8854 | |
| Policy ClassifierSampling Rate=15%2025.05 | 0.8178 | 0.8864 | |
| Policy ClassifierSampling Rate=10%2025.05 | 0.8132 | 0.8872 | |
| UndersampledSampling Rate=30%2025.05 | 0.7964 | 0.884 | |
| Random PolicySampling Rate=30%2025.05 | 0.793 | 0.8798 | |
| Policy ReconSampling Rate=20%2025.05 | 0.7914 | 0.8844 | |
| Policy ReconSampling Rate=15%2025.05 | 0.786 | 0.8798 | |
| Random PolicySampling Rate=20%2025.05 | 0.7748 | 0.8672 | |
| UndersampledSampling Rate=20%2025.05 | 0.7658 | 0.8728 | |
| Random PolicySampling Rate=15%2025.05 | 0.7654 | 0.8598 | |
| UndersampledSampling Rate=15%2025.05 | 0.7614 | 0.865 | |
| UndersampledSampling Rate=10%2025.05 | 0.7568 | 0.8558 | |
| Random PolicySampling Rate=10%2025.05 | 0.7502 | 0.8498 | |
| Weighted PolicySampling Rate=10%2025.05 | 0.7342 | 0.8872 | |
| Random PolicySampling Rate=5%2025.05 | 0.7326 | 0.8324 | |
| Weighted PolicySampling Rate=5%2025.05 | 0.7326 | 0.8324 | |
| UndersampledSampling Rate=5%2025.05 | 0.729 | 0.841 | |
| Policy ClassifierSampling Rate=5%2025.05 | 0.729 | 0.841 | |
| Weighted PolicySampling Rate=15%2025.05 | 0.7236 | 0.8814 | |
| Weighted PolicySampling Rate=20%2025.05 | 0.7172 | 0.8778 | |
| Weighted PolicySampling Rate=30%2025.05 | 0.7168 | 0.884 | |
| Policy ReconSampling Rate=10%2025.05 | 0.696 | 0.8402 | |
| Fully Sampled (Oracle)Sampling Rate=100%2025.05 | 0.6594 | 0.8076 | |
| Policy ReconSampling Rate=5%2025.05 | 0.6254 | 0.7816 | |
| Random PolicySampling Rate=30%2025.05 | 0.618 | 0.825 | |
| Policy ReconSampling Rate=30%2025.05 | 0.604 | 0.7358 | |
| Random PolicySampling Rate=20%2025.05 | 0.5964 | 0.8062 | |
| Random PolicySampling Rate=15%2025.05 | 0.5632 | 0.7954 | |
| Random PolicySampling Rate=10%2025.05 | 0.56 | 0.7852 | |
| Policy ReconSampling Rate=20%2025.05 | 0.5522 | 0.6756 | |
| Random PolicySampling Rate=5%2025.05 | 0.5358 | 0.7522 | |
| Weighted PolicySampling Rate=5%2025.05 | 0.5358 | 0.7522 | |
| Policy ReconSampling Rate=15%2025.05 | 0.5244 | 0.6502 | |
| Policy ReconSampling Rate=5%2025.05 | 0.419 | 0.5698 | |
| Policy ReconSampling Rate=10%2025.05 | 0.3968 | 0.5472 |