Using Random forest and Gradient boosting trees to improve wave forecast at a specific location
Aurélien Callens, Denis Morichon, Stéphane Abadie, Matthias Delpey, Benoît Liquet
Topics & Concepts
HyperparameterRandom forestGradient boostingBoosting (machine learning)Significant wave heightMean squared errorArtificial neural networkMachine learningArtificial intelligenceBayesian optimizationAlgorithmComputer scienceMathematicsStatisticsWind waveGeologyOceanographyOcean Waves and Remote SensingCoastal and Marine DynamicsOceanographic and Atmospheric Processes