Solar Flare Forecasting Using Time Series and Extreme Gradient Boosting Ensembles
T. Cinto, A. L. S. Gradvohl, G. P. Coelho, A. E. A. da Silva
Topics & Concepts
Solar flareFlareSpace weatherUnivariateBoosting (machine learning)HyperparameterGradient boostingMachine learningTime seriesFeature selectionExtreme learning machinePhysicsDecision treeStatisticArtificial intelligenceComputer scienceForecast verificationSpace explorationMeteorologyData miningSolar physicsWind speedSolar and Space Plasma DynamicsIonosphere and magnetosphere dynamicsSolar Radiation and Photovoltaics