ANMM4CBR: a case-based reasoning method for gene expression data classification

  title={ANMM4CBR: a case-based reasoning method for gene expression data classification},
  author={Bangpeng Yao and Shao Li},
  booktitle={Algorithms for Molecular Biology},
Accurate classification of microarray data is critical for successful clinical diagnosis and treatment. The "curse of dimensionality" problem and noise in the data, however, undermines the performance of many algorithms. In order to obtain a robust classifier, a novel Additive Nonparametric Margin Maximum for Case-Based Reasoning (ANMM4CBR) method is proposed in this article. ANMM4CBR employs a case-based reasoning (CBR) method for classification. CBR is a suitable paradigm for microarray… CONTINUE READING


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