While data science/machine learning is a complicated sector, as it core, it is very intuitive. Hence, I believe explaining these difficult task with simple examples can better help you understand why these methods/ideas work. Hence, we will proceed with a simple example. We build 4 models using Linear Regression, Lasso Regression, Ridge Regression, and Random Forest … Continue reading Model Performance Metrics for Regression Model