Machine Learning, Data Science, Python, Support Vector Machine, Artificial Intelligence.
classifying all training points correctly. A lower c will encourage a larger margin, therefore a simpler decision function, at the cost of training accuracy. In other words, c behaves as a regularization parameter in the SVM. Below is a heatmap found on the sklearn website demonstrating this