Interactive Decision Tree Creation and Enhancement with Complete Visualization for Explainable Modeling

Boris Kovalerchuk Andrew Dunn, Alex Worland, Sridevi Wagle

To increase the interpretability and prediction accuracy of the Machine Learning (ML) models, visualization of ML models is a key part of the ML process. Decision Trees (DTs) are e…