Supervised Learning Methods Classification: Naive BayesDecision Treesk-Nearest Neighbors (kNN)Support Vector Machines (SVMs)Logistic RegressionRandom Forests Regression: Linear RegressionSupport Vector RegressionPolynomial Regression Ensemble Methods