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Social Studies, 26.02.2020 05:19 karsynraine9419

Our goal is to find the maximum-margin linear classifier for this data. In easy cases, the shortest line between a positive and negative point has a perpendicular bisector that separates the points. If so, the perpendicular bisector is surely the maximum-margin separator. Alas, in this case, the closest pair of positive and negative points, x2 and x3, have a perpendicular bisector that misclassifies x1 as negative, so that won't work.

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Our goal is to find the maximum-margin linear classifier for this data. In easy cases, the shortest...
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