As part of the 2018 HPCC Systems Summit Community Day event:
Decision Tree based Machine Learning algorithms are among the most powerful and easiest to use. The new Learning Trees bundle from HPCC Systems provides a robust library of tree-based methods including Random Forests, Gradient Boosted Trees, and Boosted Forests. How do these algorithms work, and which are likely to provide the best results? This talk provides details of various Tree-Based learning methods and insight into the data science involved.
Roger is a Senior Architect working with John Holt on the Machine Learning Team. He recently joined HPCC Systems from CA Technologies. Roger has been involved in the implementation and utilization of machine learning and AI techniques for many years, and has over 20 patents in diverse areas of software technology.