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Classification on xor_manifold B09 (test)

81.5AccuracySoft Learning
73.59675.64877.779.752May 16, 2026

Evaluation results

MethodLinks
Soft LearningSample size=3000, Validation protocol=5-fold cross-validation2026.0581.5
Tuned MLPSample size=3000, Validation protocol=5-fold cross-validation2026.0581.3
RFSample size=3000, Validation protocol=5-fold cross-validation2026.0580.9
CatBoostSample size=3000, Validation protocol=5-fold cross-validation2026.0580.6
GBTSample size=3000, Validation protocol=5-fold cross-validation2026.0579.3
KANSample size=3000, Validation protocol=5-fold cross-validation2026.0573.9