Missing value estimation for DNA microarray gene expression data by Support Vector Regression imputation and orthogonal coding scheme

Abstract Background Gene expression profiling has become a useful biological resource in recent years, and it plays an important role in a broad range of areas in biology. The raw gene expression data, usually in the form of large matrix, may contain missing values. The downstream analysis methods t...

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Main Authors: Xian Wang, Ao Li, Zhaohui Jiang, Huanqing Feng
格式: Artigo
語言:英语
出版: 2006
在線閱讀:https://doi.org/10.1186/1471-2105-7-32
https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-7-32
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