Stacking machine learning models versus a locally weighted linear model to generate high-resolution monthly precipitation over a topographically complex area
Omid Zandi, Banafsheh Zahraie, Mohsen Nasseri, Ali Behrangi
Topics & Concepts
Mean squared errorSupport vector machineStackingMultilayer perceptronAlgorithmPrecipitationRandom forestCovariateComputer scienceArtificial intelligenceArtificial neural networkInterpolation (computer graphics)GeneralizationEnvironmental scienceMachine learningMathematicsStatisticsMeteorologyGeographyPhysicsMotion (physics)Nuclear magnetic resonanceMathematical analysisPrecipitation Measurement and AnalysisMeteorological Phenomena and SimulationsClimate variability and models