An automatic ensemble machine learning for wheat yield prediction in Africa
Siham Eddamiri, Fatima Zahra Bassine, Victor Ongoma, Terence Épule Épule, Abdelghani Chehbouni
Topics & Concepts
Gradient boostingComputer scienceFood securityMachine learningSupport vector machineRandom forestAgricultureEnsemble forecastingUsabilityArtificial intelligenceBoosting (machine learning)Lasso (programming language)ProductivityFeature selectionRegressionFeature engineeringCrop yieldDecision treeAgricultural engineeringStatisticsMathematicsDeep learningAgronomyEcologyMacroeconomicsEconomicsWorld Wide WebBiologyHuman–computer interactionEngineeringSmart Agriculture and AISpectroscopy and Chemometric AnalysesRemote Sensing in Agriculture