Consider the XOR problem where there are four training points: (1, 1, -),(1, 0, +),(0, 1, +),(0, 0, -). Transform the data into the following feature space:
F = (1, v 2×1, v 2×2, v 2x1x2, x2 1, x2 2).
Find the maximum margin linear decision boundary in the transformed space.

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