Programming, Data Science, Machine Learning, Python.
and sparse data performance. Using the SMO algorithm, we can derive the objective function for SVM as follows: where lambda is a regularization parameter. To understand why this objective function works, notice that the first term of the function is responsible for maximizing the margin while the