Linear Models, Data, Artificial Intelligence, Machine Learning.
which was fit with SVM. The 2 points highlighted in red on the right plot are known as ‘support vectors’. We can also say they are the closest points to the boundary. Data will not be as easily separated in the wild as it is in the plots above so SVMs will still account for some misclassified