Classification, Support Vector Machine, Roc Curve, Rbf Kernels.
inner-product of the two feature vectors 𝑥 and 𝑥′. Let us first examine the poly kernel and select the degree and the penalty C using cross-validation. from sklearn.model_selection import GridSearchCV grid = { 'kernel': ['poly'], 'degree': [1,2,3,4,5], 'C': [0.5, 1.0, 10.0, 20.0, 50.0, 100.0,