pone.0257008.g008.tif (132.61 kB)
Performance comparison of SVM and LS-SVM classifiers.
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posted on 2021-09-03, 17:26 authored by Shuang Liu, Haiye Yu, Yuanyuan Sui, Haigen Zhou, Junhe Zhang, Lijuan Kong, Jingmin Dang, Lei ZhangPerformance comparison of SVM and LS-SVM classifiers.
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three single methodssupport vector machinesi combined methodsi combination modelrelevant information pertainingnamely spectral indexhigher weight coefficientdimensionality reduction methodsmodels developed usingmodels 8217effective principal componentsselected using carscars ), alonghyperspectral reflectance datads1 821126 effective pcsfive classes basedhyperspectral dataeffective pcspcs ),individual classesfive datasetsevaluated basedalso selectedclassification modelsxlink ">subsequent analysisresults suggestleaf imagesimage processingfull wavelengthscharacteristic wavelengths14 datasets
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