Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
Once we have identified the outliers in a specific feature, we can use some of the techniques below to treat outliers: Deletion: we can delete the observations with at least one outlier value. However, if our data has too many outlier values across different features, we may lose many observations.