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What are Support Vectors in SVM? |
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Answer» A Support VECTOR Machine (SVM) is an algorithm that TRIES to FIT a LINE (or plane or hyperplane) between the different CLASSES that maximizes the distance from the line to the points of the classes. In this way, it tries to find a robust separation between the classes. The Support Vectors are the points of the edge of the dividing hyperplane as in the below figure. Support Vector Machine (SVM) |
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