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Please write down your understanding of binary class linear SVMs. Please cover the following subtopics: 1)The primal...

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Basic Math

Please write down your understanding of binary class linearSVMs. Please cover the following subtopics:

1)The primal form and its dual form for both hard margin and softmargin case;
2) Concept of support vectors
3) Why max-margin is good;
4) Concepts of generalisation/test error;

Answer & Explanation Solved by verified expert
3.8 Ratings (641 Votes)
BackgroundThere are many different kinds of machine learning algorithms todiscover actionable insights from data These different kinds ofmachine learning algorithms can be classified into two based onthe approach they learn1 Supervised Learning2 Unsupervised LearningThe vast area of machine learning uses supervised learningSupervised learning is where you    See Answer
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