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ResearchFormerly WizWand

Classification on Statlog Heart (F1 Score)

76.9F1 ScoreOLAS
25.21238.63152.0565.469Dec 14, 2025
Updated 8mo ago

Evaluation results

MethodLinks
OLASNoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.1276.9
OLASNoise Model=Model 12025.1276.9
ES+OLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.1236.9
ES+OLANoise Model=Model 12025.1235.3
RS+RLANoise Model=Model 12025.1234.4
RS+RLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.1234.1
RS+OLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.1230.8
RS+OLANoise Model=Model 12025.1229.6
ES+RLANoise Model=2, Classifier=XGBoost, Initial Labeled Percentage=16%, Active Learning Cycles=10, Sampling Budget=19002025.1227.2
ES+RLANoise Model=Model 12025.1227.2