Object's Performance Classification Based on RS and SVM
Liu Lin · Journal of Hunan Light Industry College · 2005
A method of object's performance classification based on Rough Set(RS) and Support Vector Machines(SVM) was proposed and it classifies the object's performance by composing the RS and SVM.Before classification we use the RS to reduce the attributes of the object,then train the SVM by sending the reduced attributes as the input and finally verify the test data with the trained SVM.The test results show that the accuracy of the method is quite high,and the speed is very fast.