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mpiktas
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What is the exact difference between linearly separable and non-linarlylinearly separable data points?

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Ébe Isaac
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What is the exact difference between linearly separable and non-linarly separable data points?

Does the separating boundary of a given set of points have to be a straight line (or a flat hyperplane)?

The image below seems to be clearly linearly separable.

enter image description here

The other one here (the classic XOR) is certainly non-linearly separable. enter image description here

But how about these two?

enter image description here enter image description here

Both of them seems to be separable by a single line, though not straight. Are they linearly separable?