RankGene: identification of diagnostic genes based on expression data

RankGene: identification of diagnostic genes based on expression data
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DOI:
10.1093/bioinformatics/btg179
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发表时间:
2003-08-12
期刊:
影响因子:
5.8
通讯作者:
Kasif, S
Kasif, S
中科院分区:
生物学3区
文献类型:
--
作者:
Su, Y;Murali, TM;Kasif, S

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RankGene是一个程序,用于分析基因表达数据,并根据它们在区分不同类型样本中的预测能力计算诊断基因。该程序集成到一个系统中的各种流行的排名标准,从传统的t-统计量的一维支持向量机。这种灵活性使RankGene成为基因表达分析和特征选择的有用工具。
RankGene is a program for analyzing gene expression data and computing diagnostic genes based on their predictive power in distinguishing between different types of samples. The program integrates into one system a variety of popular ranking criteria, ranging from the traditional t-statistic to one-dimensional support vector machines. This flexibility makes RankGene a useful tool in gene expression analysis and feature selection.