Comparative assessment of advanced machine learning techniques for simulation of lake water level fluctuations based on different dimensionality reduction methods
Mostafa Riazi, Maryam Karimi, Saeid Eslamian, Majid Riahi Samani
Topics & Concepts
Random forestDimensionality reductionPrincipal component analysisComputer scienceMachine learningSubspace topologyArtificial intelligencePruningMean squared errorInformation gain ratioFeature selectionData miningStatisticsMathematicsBiologyAgronomyHydrological Forecasting Using AIHydrology and Watershed Management StudiesEnergy Load and Power Forecasting