Machine Learning, Support Vector Machine, Optimization, Data Science, Technology.
question is: how to modify this optimization problem so that it can handle inseparable data. The key idea is the use of slack parameters. The intuition behind slack parameters is the following. Suppose we find a set of parameters w, b that do a really good job on 9,999 data points. The points are