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Quiz dossier / Mathematics for Machine Learning

12 - Classification with Support Vector Machines

Advanced mastery of Chapter 12, covering every named section and exercise-style synthesis across book pages 370-392.

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Question 1

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Separating hyperplanes

For wTx+b=0w^Tx+b=0.

TrueFalseStatement
ww is normal to the hyperplane
Signed score determines side
Distance is ∣wTx+b∣/∣∣w∣∣|w^Tx+b|/||w||
Scaling w,bw,b always changes the geometric boundary