Multinomial regression with elastic net penalty and its grouping effect in gene selection (Q1724410)

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scientific article; zbMATH DE number 7022629
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Multinomial regression with elastic net penalty and its grouping effect in gene selection
scientific article; zbMATH DE number 7022629

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    Multinomial regression with elastic net penalty and its grouping effect in gene selection (English)
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    14 February 2019
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    Summary: For the multiclass classification problem of microarray data, a new optimization model named multinomial regression with the elastic net penalty was proposed in this paper. By combining the multinomial likeliyhood loss and the multiclass elastic net penalty, the optimization model was constructed, which was proved to encourage a grouping effect in gene selection for multiclass classification.
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