Classification on Ionosphere (Accuracy and Macro-F1) benchmark leaderboard · SOTA2 Research

Classification on Ionosphere (Accuracy and Macro-F1)

93.15AccuracyXGBoost

Evaluation Results

Method	Links
XGBoost2026.05		93.15	92.31
SVM2026.05		92.87	91.95
MDL-GBC2026.05		92.02	90.89
CART2026.05		88.89	87.83
ScOrGBC2026.05		85.75	83.23
KNN2026.05		84.61	81.21
GBTSVM2026.05		80.9	76.2
SGBSkNN2026.05		68.67	52.39