Random Forest: ensemble bagging classifier K-Nearest Neighbors: instance based classifier Support Vector Machines: maximum margin classifier Gaussian Naive Bayes: probabilistic classifier XGBoost: ensemble (extreme!) boosting classifier To run the initial experiments, I used the default parameters for each ...