Decision Tree, Entropy, Information Gain, Gini Index.
classification and hence are more explainable. The hierarchy of the tree provides insight into variable importance. 2. At times they can actually mirror decision making processes. 3. White box model which is explainable and we can track back to each result of the model. This is in contrast to black