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Classification on Phoneme (PR AUC, std)

92PR AUCNone
84.09686.14888.290.252Feb 6, 2024

Evaluation results

MethodLinks
NoneClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02920
ROSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.0291.90.002
CWClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.0291.80
SMOTEClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.0291.60.001
SMOTE K-tunedClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.0291.50.002
BS1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.0291.20.001
Forest DiffClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.0291.20.001
BS2Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.0291.10.001
MGS (d + 1)Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.0291.10
CT GANClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02910.005
RUSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.0288.30.004
NM1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.0284.40.003