Removing extreme values or data points that are significantly different from the rest of the data.
Dropping outliers from dataset
Outliers are data points that lie far away from the majority of the data in a dataset. These points can greatly affect the accuracy of statistical analysis and machine learning models. Therefore, it is important to handle outliers appropriately to obtain reliable results.