Abstract: Visualization is the representation of information in the form of various charts or images. Data visualization is used to identify useful patterns, to understand trends, and to find out ...

Abstract: The high performance of tree ensemble classifiers benefits from a large set of rules, which, in turn, makes the models hard to understand. To improve interpretability, existing methods ...

Have you ever hugged a tree? Or more likely, have you ever been told to go outside and “touch grass?” On a daily basis, we interact with the natural environment around us in countless ways, yet these ...