Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
machine learning algorithms, especially parametric ones such as regression models, are severely impacted by outliers. These machine learning algorithms attempt to accommodate outliers, severely affecting the model parameters and compromising overall performance. To treat the outliers, we must first