A surrogate model based on feature selection techniques and regression learners to improve soybean yield prediction in southern France
David Camilo Corrales, Céline Schoving, Hélène Raynal, Philippe Debaeke, Etienne‐Pascal Journet, Julie Constantin
Topics & Concepts
Feature selectionLasso (programming language)Random forestSupport vector machineRegression analysisPredictive modellingRegressionDecision treeArtificial neural networkLinear regressionYield (engineering)Selection (genetic algorithm)StatisticsMathematicsComputer scienceMachine learningWorld Wide WebMetallurgyMaterials scienceGenetics and Plant BreedingSoybean genetics and cultivationGreenhouse Technology and Climate Control