Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms
Rafael Gomes Mantovani, Tomáš Horváth, André Luis Debiaso Rossi, Ricardo Cerri, Sylvio Barbon, Joaquin Vanschoren, André C. P. L. F. de Carvalho
Topics & Concepts
HyperparameterMachine learningComputer scienceDecision treeArtificial intelligenceAlgorithmRandom forestTree (set theory)Hyperparameter optimizationSupport vector machineMathematicsMathematical analysisMachine Learning and Data ClassificationImbalanced Data Classification TechniquesData Mining Algorithms and Applications