Data Science, Machine Learning, Algorithms, Support Vector Machine, Supervised Learning.
Support vector machines allow some misclassification during the learning process. So they can do a better job at classifying most vectors in the testing set. Besides the margin, our model now includes slack variables, which will tell us two things: if a test observation misclassified, where the