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Advances in Materials Science and Engineering
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Advances in Materials Science and Engineering
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2015
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Article
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Tab 4
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Research Article
Texture Feature Extraction and Classification of SEM Images of Wheat Straw/Polypropylene Composites in Accelerated Aging Test
Table 4
Statistics results of overall classification accuracy of model using ELM and SVM.
Classifier type
Calibration dataset
Validation dataset
Standard deviation
Average
Standard deviation
Average
ELM
6.3%
91.5%
7.2%
86.3%
SVM
4.7%
93.8%
5.6%
92.5%