A Classification Method of DNA Sequence Based on Support Vector Machine
Lihua Jiang · Journal of Anhui University of Science and Technology · 2009
A new classification method of DNA sequence based on SVM was presented.The feature attribute space was established according to requirement of SVC.At first,four feature attributes were built by content of DNA's four bases.By increasing length attribute of DNA sequence in the space to extent the feature attribute space.Finally,the classification of hyperplane was obtained on the basis of available samples training by using SVC in the feature attribute space.The DNA sequence to be classified was verified by the hyperplane.The results show that the classification method accuracy is very good.