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1. SUPPORT VECTOR MACHINE (SVM) Definition: SVM is a supervised learning algorithm used for classification and regression that finds the optimal boundary (hyperplane) to separate classes. HYPERPLANE Definition: A decision boundary that separates data into classes. 2D → Line 3D → Plane SUPPORT VECTORS Definition: Data points closest to the ...
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