Correlation Versus RMSE Loss Functions in Symbolic Regression Tasks
Nathan Haut, Wolfgang Banzhaf, Bill Punch
Topics & Concepts
Mean squared errorSymbolic regressionBenchmark (surveying)CorrelationRegressionStatisticsMathematicsFitness functionPearson product-moment correlation coefficientRegression analysisFunction (biology)Artificial intelligenceComputer scienceMathematical optimizationGeographyGenetic programmingBiologyGeometryEvolutionary biologyGeodesyGenetic algorithmEvolutionary Algorithms and ApplicationsMetaheuristic Optimization Algorithms ResearchEvolution and Genetic Dynamics