Using Bayesian Optimization to Effectively Tune Random Forest and XGBoost Hyperparameters for Early Alzheimer’s Disease Diagnosis
Louise Bloch, Christoph M. Friedrich
2021Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering13 citationsDOI
Topics & Concepts
HyperparameterHyperparameter optimizationRandom forestInitializationArtificial intelligenceTest setComputer scienceNaive Bayes classifierMachine learningBayesian probabilityNeuroimagingPattern recognition (psychology)Support vector machinePsychologyProgramming languagePsychiatryArtificial Intelligence in HealthcareBrain Tumor Detection and ClassificationMachine Learning in Healthcare