SHAP values accurately explain the difference in modeling accuracy of convolution neural network between soil full-spectrum and feature-spectrum
Liang Zhong, Guo Xi, Meng Ding, Yingcong Ye, Yefeng Jiang, Qing Zhu, Jianlong Li
Topics & Concepts
Artificial intelligenceSmoothingHyperspectral imagingComputer scienceFeature (linguistics)Deep learningArtificial neural networkPattern recognition (psychology)Convolutional neural networkPrecision agricultureEcologyAgricultureComputer visionBiologyPhilosophyLinguisticsSoil Geostatistics and MappingRemote Sensing in AgricultureSpectroscopy and Chemometric Analyses