Machine Learning, Support Vector Machine, Data Science.
put it on the green side of the hyperplane in Fig 7. it would poop itself, and now the maximal margin has to change, which means my hyperplane will change, in other words, it is very sensitive to new data, this leads to a risk of overfitting. On the other hand, soft margin classifiers are generally