Advances in Materials Science and Engineering / 2015 / Article / Tab 4

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 typeCalibration datasetValidation dataset
Standard deviationAverageStandard deviationAverage

ELM6.3%91.5%7.2%86.3%
SVM4.7%93.8%5.6%92.5%