Outliers, Outlier Detection, Sklearn Pipeline.
However, it can give misleading results if you use it for multiple predictors. One common way of performing outlier detection is to assume that the regular data come from a known distribution (e.g. data are Gaussian distributed).[2]. Before diving into outlier removal, it’s essential to detect