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Support Vector Machines use kernel functions to do all the hard work and this StatQuest dives deep into one of the most popular: The Polynomial Kernel. We talk about the parameter values and how they calculate high-dimensional coordinates via the dot-product and high-dimensional relationships
NOTE: This StatQuest assumes you already know about...
Support Vector Machines: • Support Vector Machine...
Cross Validation: • Machine Learning Funda...
ALSO NOTE: This StatQuest is based on...
1) The description of Kernel Functions, and associated concepts on pages 352 to 353 of the Introduction to Statistical Learning in R: faculty.marshal...
2) The Polynomial Kernel is also based on the Kernel used by scikit-learn: scikit-learn.o...
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