A comparative analysis of gradient boosting algorithms
Candice Bentéjac, Anna Csörgő, Gonzalo Martínez-Muñoz
Topics & Concepts
Gradient boostingComputer scienceBoosting (machine learning)Artificial intelligenceMachine learningComputationRandom forestEnsemble learningGeneralizationAlgorithmScalabilityTraining setData miningSupport vector machineGradient methodPattern recognition (psychology)Decision treeGeneralization errorStatistical classificationFocus (optics)Machine Learning and Data ClassificationFace and Expression RecognitionStochastic Gradient Optimization Techniques