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A Practical Guide to Machine Learning with Python

SVM Implementation Steps: 8 and 9

This lesson will go over steps 8-9 of implementing support vector machines.

We'll cover the following...

8) Grid search

You can improve the accuracy of our model using a technique called grid search to help us find the optimal hyperparameters for this algorithm. While many hyperparameters belong to SVCSupport Vector Classifier, we will focus on C and gamma, which generally have the biggest ...