Optimization Algorithms, Optimization Techniques, Machine Learning, Deep Learning, Convex Optimization.
variant too). By default, the Support Vector Classifier (SVC) tries to find the separating hyperplane which has the maximum margin, with a “hard constraint” that all the data points must be classified correctly. However, if the data is not linearly separable, then it may not lead to any solution.