MLR-based feature splitting regression for estimating plant traits using high-dimensional hyperspectral reflectance data
Shuaipeng Fei, Demin Xu, Zhe Chen, Yonggui Xiao, Yuntao Ma
Topics & Concepts
Hyperspectral imagingOverfittingRegressionLinear regressionRobustness (evolution)Random forestRegression analysisFeature (linguistics)ReflectivityPredictive modellingMathematicsMean squared prediction errorStatisticsComputer sciencePattern recognition (psychology)Artificial intelligenceRemote sensingArtificial neural networkBiologyOpticsBiochemistryGeologyGenePhysicsLinguisticsPhilosophyRemote Sensing in AgricultureLeaf Properties and Growth MeasurementSpectroscopy and Chemometric Analyses