Machine Learning, Svm, Support Vector Machine, Data Science, Kernel.
at this task. Here’s an example of non-linearly separable data (this is a variant of the famous XOR dataset), shown with the linear classifier SVMs find: You’d agree this doesn’t look great. We have only 75% accuracy on the training data — the best possible with a line. And more so, the line passes