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Support Vector Machine (Non-Linear SVM (Kernel Function (Map the data…

- - - - Margin p of separator is
        distance between support vectors
      - Right Hyper-Plane
        
        Low margin has high chance
        of miss-classification
        
        Maximize margin
        
        Maximizing the distances between
        nearest data point (either class) and
        hyper-plane will help us to decide the
        right hyper-plane
        
        Classifies the classes
        accurately prior to maximizing margin.
        
        Has a feature to ignore outliers
        & find max margin hyperplane