Forecasting soybean yield: a comparative study of neural networks, principal component analysis and penalized regression models using weather variables
Yunish Khan, Vinod Kumar, Parul Setiya, Anurag Satpathi
Topics & Concepts
Principal component analysisLasso (programming language)Artificial neural networkMultivariate statisticsRanking (information retrieval)MathematicsPredictive modellingYield (engineering)Principal component regressionCrop yieldRegressionStatisticsComputer scienceMachine learningAgronomyMaterials scienceBiologyMetallurgyWorld Wide WebSpectroscopy and Chemometric AnalysesLeaf Properties and Growth MeasurementGenetics and Plant Breeding