Why there is a need to perform resampling?

Resampling is done in below-given cases:

  • Estimating the accuracy of sample statistics by drawing randomly with replacement from a set of the data point or using as subsets of accessible data
  • Substituting labels on data points when performing necessary tests
  • Validating models by using random subsets