Data Science, Machine Learning, Support Vector Machine, Python.
replace the dot product in the Lagrangian function with a kernel function (K(xi, xj)), which calculates the similarity between the two points in the feature space. The rest of the optimization problem remains the same, but now we work with kernel functions instead of the dot product. Let’s Code!