Performance and Interpretability Comparisons of Supervised Machine Learning Algorithms: An Empirical Study

Alice J. Liu, Arpita Mukherjee, Linwei Hu +2

This paper compares the performances of three supervised machine learning algorithms in terms of predictive ability and model interpretation on structured or tabular data. The algo…