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Feature selection is an important task in machine learning. Most existing feature selection methods were designed for two-class classification problems. Multiclass feature selection algorithm is less available. R-SVM or Recursive SVM is a SVM-based embedded feature selection algorithm proposed by Zhang et al[5]. It provides the function of recursive feature selection and outperforms another similar...
CpG island methylation plays important role in various biological processes. To investigate methylation landscape of all CpG islands on the human genome, we develop a model for predicting the CpG island methylation status. This model outperforms other existing methods. We apply the model on the whole human genome and predict the landscape of DNA methylation of all CpG islands. Based on the methylation...
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