SVMs and the kernel trick explained | ML interview
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SVMs and the kernel trick explained | ML interview
Some data can't be split by any straight line, until you change the space it lives in. An SVM finds the boundary with the widest margin between classes, and the kernel trick lets it draw curved boundaries without ever leaving 2D math. It maximizes the gap to the nearest points, the support vectors. A kernel computes similarity as if the data ...
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