Support Vector Machines in Python: SVM Concepts & Code
Support Vector Machines in Python: SVM Concepts & Code
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Dev Anand on Instagram: "A Support Vector Machine does not simply draw any separating line between classes. Its objective is to find a decision boundary that maximizes the distance from the nearest data points of each class, leading to better generalization on unseen data. Conceptually, many separating boundaries are possible, but SVM selects the one with the maximum margin. These margins expand until they touch a few critical data points. Such points are called support vectors, as they uniquely
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