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5. Support Vectors: In the linearly separable case, prove that we need at most d + 1 support vectors for a naive SVM, where d is the number of features. (Naive SVM means we use a hard-margin SVM with "linear" kernel.) .

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5. Support Vectors: In the linearly separable case, prove that we need at most d + 1 support vectors for a naive SVM, where d is the number of features. (Naive SVM means we use a hard- margin SVM with "linear" kernel.)

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