Artificial Intelligence, Machine Learning, Deep Learning, Data Science, Data Visualization.
decision trees can create very complex nonlinear, nonmonotonic functions. Therefore, to ensure interpretability, they should be restricted to shallow depth and binary splits. eXplainable Neural Networks In contrast to decision trees, neural networks are often considered the least transparent of