Classical models built from the math you already know
The support vector machine from Margins & the Support Vector Machine only ever draws a straight line (or, in more than two dimensions, a flat hyperplane). That is a real limitation. Plenty of data refuses to sit in two neat, straight-line-separable piles.
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