Keywords: Software, Predictive Modeling, Machine Learning, Model Visualization
JMP Pro is interactive desktop analytics software from SAS, designed to bring modern predictive modeling techniques into the hands of scientists and engineers. The suite of point and click modeling tools makes the creation of machine learning models accessible, and a robust cross-validation framework promotes good modeling practices. Uniquely, JMP Pro’s profiler tools allow the visual dissection of black box models, providing insights into industrial processes. We’ll examine an industrial case study, building, comparing, and interrogating several models.