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In a statistical learning process called support vector machine (SVM), a hyperplane is _____

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In a statistical learning process called support vector machine (SVM), a hyperplane is _____

(a) a linear or nonlinear mathematical function

(b) nonlinear mathematical function

(c) linear mathematical function

(d) exponential mathematical function

The question was asked in my homework.

I need to ask this question from Post translational Modification in chapter Functional Genomics & Proteomics of Bioinformatics

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Correct option is (a) a linear or nonlinear mathematical function

Easiest explanation: It is used to best separate true signals from noise. The algorithm has more environmental variables included that may be required for the enzyme modification. After training the algorithm with sufficient structural features, it is able to correctly recognize many posttranslational modification patterns.

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