Introduction to Automatic and Interpretable Machine Learning with H2O and LIME

Abstract: General Data Protection Regulation became enforceable on 25 May 2018. Are you and your organization ready to explain your models?

This is a hands-on tutorial for R beginners. I will demonstrate the use of two R packages, h2o & lime, for automatic and interpretable machine learning. Participants will be able to follow and build regression and classification models quickly with H2O's AutoML. They will then be able to explain the model outcomes with a framework called Local Interpretable Model-Agnostic Explanations (LIME).