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6.034 Recitation 7: Support Vector Machines (SVMs)

Jessica Noss 36,330 lượt xem 8 years ago
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Recitation for 6.034 Artificial Intelligence at MIT, Fall 2016

Subtopics covered:
1. Drawing SVM boundary and gutters
- identifying support vectors
- convex hull method
2. Calculating w, b, and supportiveness (alpha) values
- 5 equations
- supportiveness intuition
3. Kernel trick
- common kernels: linear, quadratic, polynomial, radial basis

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