What is the need for Re-sampling?

Resampling is used for:

• The estimation of accuracy involving sample statistics by using multiple subsets of accessible data or by drawing from a set of data points randomly.
• The substitution of labels on data points while performing the necessary tests.
• The validation of models through the usage of random subsets such as bootstrapping or cross-validation.