A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities
Sergio González, Salvador García, Javier Del Ser, Lior Rokach, Francisco Herrera
Topics & Concepts
Boosting (machine learning)Computer scienceMachine learningRandom forestEnsemble learningArtificial intelligenceWorkflowCategorical variableSoftwareDecision treeGradient boostingAlgorithmData miningDatabaseProgramming languageMachine Learning and Data ClassificationImbalanced Data Classification TechniquesData Stream Mining Techniques