Synthetic Minority Over-sampling TEchnique (SMOTE) and Logistic Model Tree (LMT)-Adaptive Boosting algorithms for classifying imbalanced datasets of nutrient and chlorophyll sufficiency levels of oil palm (Elaeis guineensis) using spectroradiometers and unmanned aerial vehicles
Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Ngai Paing Tan, Mohd Firdaus Ismail
Topics & Concepts
SpectroradiometerElaeis guineensisCanopyMachine learningAgricultural engineeringRemote sensingComputer scienceEnvironmental scienceArtificial intelligencePalm oilEngineeringBotanyAgroforestryBiologyReflectivityPhysicsOpticsGeologySpectroscopy and Chemometric AnalysesRemote Sensing in AgricultureOil Palm Production and Sustainability