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SVM (margin intuition, kernel trick)
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253.
Effect of Large C in Soft-Margin SVM
medium
The soft-margin SVM introduces a hyperparameter C. What does a large value of C imply?
A
A stronger regularization that pushes the decision boundary toward the center of the feature space
B
A larger kernel bandwidth that smooths the decision boundary across a wider region of feature space
C
A small tolerance for margin violations, producing a narrow margin that fits training data more closely
D
A large tolerance for margin violations, producing a wide margin that ignores many misclassified points
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