Oil palm yield prediction across blocks from multi-source data using machine learning and deep learning
Yuhao Ang, Helmi Zulhaidi Mohd Shafri, Yang Ping Lee, Shahrul Azman Bakar, Haryati Abidin, Mohd Umar Ubaydah Mohd Junaidi, Shaiful Jahari Hashim, Nik Norasma Che’Ya, Mohd Roshdi Hassan, H. S. Lim, Rosni Abdullah, Yusri Yusup, Syahidah Akmal Muhammad, Sin Yin Teh, Mohd Na’aim Samad
Topics & Concepts
Support vector machineRandom forestArtificial neural networkMachine learningLinear regressionVariance inflation factorArtificial intelligenceFeature selectionMulticollinearityMean squared errorComputer scienceStatisticsMathematicsRemote Sensing in AgricultureLeaf Properties and Growth MeasurementOil Palm Production and Sustainability