Evaluation of stacking and blending ensemble learning methods for estimating daily reference evapotranspiration
Tianao Wu, Wei Zhang, Xiyun Jiao, Weihua Guo, Yousef Alhaj Hamoud
Topics & Concepts
StackingComputer scienceLinear regressionSupport vector machineEmpirical modellingEvapotranspirationArtificial intelligenceMultilayer perceptronRandom forestMachine learningEnsemble learningRegressionSoftware portabilityMean squared errorPerceptronData miningEnsemble forecastingRegression analysisArtificial neural networkStatisticsMathematicsSimulationNuclear magnetic resonancePhysicsEcologyProgramming languageBiologyPlant Water Relations and Carbon DynamicsSolar Radiation and PhotovoltaicsGreenhouse Technology and Climate Control