ResearchBenchmarksClassification on Sonar MAR imputed (test)Classification on Sonar MAR imputed (test)Follow78.02Accuracy (Test)ReLU75.867276.426176.98577.5439Feb 14, 2026Evaluation resultsMethodMethodLinksAccuracy (Test)PrecisionRecallSpecificityF1 ScoreAUCReLUActivation=ReLUActivation=ReLU2026.0278.0277.5982.7372.8379.3684.67SwishActivation=SwishActivation=Swish2026.0277.7877.2483.037279.1385.24ELUActivation=ELUActivation=ELU2026.0277.0678.278.6475.3378.1282.863C-EAActivation=3C-EAActivation=3C-EA2026.0276.9176.1180.370.6777.683.68LeakyReLUActivation=LeakyReLUActivation=LeakyReLU2026.0275.9575.5682.4268.8378.0384.15