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Lecture 8: Support Vector Machines (SVM)

26SP CSCI3470-001: Machine Learning

Machine Learning SVM Week 8

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What does the margin in an SVM represent?

Distance between the two closest support vectors The model's learning rate The number of training features The kernel transformation function

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Lecture started

2:01 Xin Zhong Good afternoon everyone, we'll get started in a moment!

2:02 Jordan Smith Can you share the slides again?

2:02 Priya Nair Audio sounds good 👍

2:03 Xin Zhong Slides are linked in the module — check Week 8!

2:04 Marcus Lee Will this be recorded?

2:04 Ana Lopez Yes it auto-saves to YuJa

2:05 Kevin Chen excited for SVM, it's on the midterm right?

2:06 Xin Zhong Yes — SVM is fair game for the midterm 😄

2:07 Raj Patel can we go over the kernel trick today?

2:08 Jordan Smith +1 on kernel trick

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