seniorSVM
How does SVM compare with logistic regression in decision boundaries?
Updated May 17, 2026
Short answer
SVM maximizes margin while logistic regression models probabilities.
Deep explanation
Logistic regression minimizes log loss and outputs probabilities. SVM focuses on margin maximization using hinge loss, leading to different decision boundaries especially in overlapping data.
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