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Regularization
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L1 vs L2 geometry
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436.
L2 Constraint Region Shape
easy
What is the geometric shape of the L2 regularization constraint region in two dimensions?
A
A square aligned with the feature axes with side length equal to twice the budget
B
A hexagon approximating a circle formed by combining L1 and L2 constraint regions
C
A diamond with vertices on each coordinate axis at the regularization budget
D
A circle centered at the origin, with all points equidistant from the center
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