Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection
Carlos Eduardo da Silva Santos, Renato Coral Sampaio, Leandro dos Santos Coelho, Guillermo Alvarez Bestard, Carlos H. Llanos
Topics & Concepts
Support vector machineHyperparameterComputer scienceMathematical optimizationPolynomial kernelDifferential evolutionHyperparameter optimizationArtificial intelligenceLeast squares support vector machineMachine learningKernel (algebra)Kernel methodMathematicsCombinatoricsMetaheuristic Optimization Algorithms ResearchEvolutionary Algorithms and ApplicationsAdvanced Multi-Objective Optimization Algorithms