Perceptron & SVM

The perceptron and its convergence, the soft-margin SVM, margins, support vectors, slack, and the role of C.

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Question Tags Difficulty Success
1. Mistake-Driven Nudge
perceptronconvergence
Easy —
2. The Widest Gap
svmmargin
Easy —
3. Hinge and Squeeze
svmhinge-loss +1
Medium —
4. The Chosen Few
svmsupport-vectors +1
Medium —
5. Infinite Dimensions Trick
kernel-trickrbf +1
Medium —
6. Turning the Dial
svmregularization +1
Medium —
7. Widest Street Wins
svmmargin +1
Medium —
8. Tight Against the Boundary
svmkkt +2
Medium —

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