ResearchBenchmarksSymbolic Regression on Analcatdata Apnea1 (test)Symbolic Regression on Analcatdata Apnea1 (test)Follow0.8176Median RMSEstdGP0.8074840.8757670.944051.012333Nov 12, 2025Evaluation resultsMethodMethodLinksMedian RMSEstdGPGenerations=100Generations=1002025.110.8176TSGP1Target Semantic Distan...Target Semantic Distance (SDt)=1, Generations=1002025.110.9592SLIMGenerations=100Generations=1002025.110.9643DAELearning rate=0.001, O...Learning rate=0.001, Optimizer=Adam2025.111.0662DSRBatch size=100, Iterat...Batch size=100, Iterations=1002025.111.0705