Microarray Data Classification Using Support Vector Machine

International Journal of Biometric and Bioinformatics

Seeja K.R.¹  Shweta¹ 

关键词: Support Vector Machines;    Microarray;    Classification;   

DOI  :  

学科分类：计算机科学（综合）

来源: Computer Science Journals

【 摘 要 】

DNA microarrays allow biologist to measure the expression of thousands of genes simultaneously on a small chip. These microarrays generate huge amount of data and new methods are needed to analyse them. In this paper, a new classification method based on support vector machine is proposed. The proposed method is used to classify gene expression data recorded on DNA microarrays. It is found that the proposed method is faster than neural network and the classification performance is not less than neural network.

【 授权许可】

Unknown