Classification on Statlog Heart (F1 Score)
76.9F1 ScoreOLAS
Evaluation Results
| Method | Links | |
|---|---|---|
| OLASNoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 76.9 | |
| OLASNoise Model=Model 12025.12 | 76.9 | |
| ES+OLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 36.9 | |
| ES+OLANoise Model=Model 12025.12 | 35.3 | |
| RS+RLANoise Model=Model 12025.12 | 34.4 | |
| RS+RLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 34.1 | |
| RS+OLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 30.8 | |
| RS+OLANoise Model=Model 12025.12 | 29.6 | |
| ES+RLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 27.2 | |
| ES+RLANoise Model=Model 12025.12 | 27.2 |