Data Science, Machine Learning, Statistics, Open Source, Crossvalidation.
cross-validation procedure to find the optimal parameters. Note this is a vanilla cross-validation process: Image by author. Here’s the code: Console output: (1/1): SVC(kernel='linear', random_state=0): Cross-validated accuracy: (1.00 + 1.00 + 0.98) / 3 = 0.99 SVC(kernel='poly', random_state=0):