Interpretability in symbolic regression: a benchmark of explanatory methods using the Feynman data set
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Topics & Concepts
InterpretabilitySymbolic regressionBenchmark (surveying)Computer scienceRegressionArtificial intelligenceMachine learningRegression analysisLinear regressionBlack boxSet (abstract data type)StatisticsMathematicsGenetic programmingGeodesyGeographyProgramming languageExplainable Artificial Intelligence (XAI)Machine Learning and Data ClassificationAdversarial Robustness in Machine Learning