Classification on Ionosphere (F1 Score)
77.8F1 ScoreOLAS
Evaluation results
| Method | Links | |
|---|---|---|
| OLASNoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 77.8 | |
| ES+OLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 36.8 | |
| RS+RLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 34.4 | |
| RS+OLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 32.8 | |
| ES+RLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.12 | 26.8 |