How does 'binning' help in dealing with outliers in a dataset?

  • By dividing the data into intervals and replacing outlier values
  • By eliminating irrelevant variables
  • By identifying and removing outliers
  • By normalizing the data
Binning helps in dealing with outliers by dividing the data into intervals or 'bins' and replacing outlier values with summary statistics like the bin mean or median.
Add your answer
Loading...

Leave a comment

Your email address will not be published. Required fields are marked *