In this github repository (link ) I have created few examples of decision trees using python. Github Link: https://github.com/balamurali-m/Decision-Trees Decision Trees are a type of Supervised Machine Learning. Both classification and regression problems can be solved using decision trees.
I have published an article Classification and Regression Evaluation Metrics — Part 2. In this Part2, 2 of the regression evaluation metrics are explained - the Mean Absolute Error (MAE) and Mean Squared Error (MSE). Link https://medium.com/@balamurali_m/classification-and-regression-evaluation-metrics-part-2-bd5888876c4e The python code can be viewed at: https://gist.github.com/balamurali-m/34fbfa2726090841b173899e7d972e48 We need [...]
In github repository (link ) I have created Ridge and Lasso regression simple examples (using python). Github Link: https://github.com/balamurali-m/Ridge-Lasso
In github repository (link ) I have created linear regression simple examples (using python). Github Link: https://github.com/balamurali-m/Linear-Regression