Utilization of synthetic minority oversampling technique for improving potato yield prediction using remote sensing data and machine learning algorithms with small sample size of yield data
Hamid Ebrahimy, Yi Wang, Zhou Zhang
Topics & Concepts
OversamplingAlgorithmArtificial intelligenceArtificial neural networkMean squared errorSupport vector machineComputer scienceMachine learningRandom forestMathematicsData miningStatisticsBandwidth (computing)Computer networkRemote Sensing in AgricultureSpectroscopy and Chemometric AnalysesWater Quality Monitoring and Analysis