The Data Science doctor delves into supporting vector machines, software systems that can perform binary classification such as creating a model to predict the gender of a person based on their age, ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...

Support vector machine has provided a unified framework for solving finite sample learning problems, and there are many solutions proposed. It can deal with those more complex problems and introduces ...