Package es.uam.eps.ir.relison.links.data.ml.balance

Interface Balancer<U>

Type Parameters:
U - type of the users
All Known Implementing Classes:
SMOTEBalancer
public interface Balancer<U>
Definition of an algorithm that modifies a set of instances, so the classes are balanced.

  • Method Summary

    Modifier and Type Method Description
    InstanceSet<U> balance​(InstanceSet<U> original)
    Given an unbalanced dataset, creates a new dataset where every class has the same number of examples.

  • Method Details

    • balance

      InstanceSet<U> balance​(InstanceSet<U> original)
      Given an unbalanced dataset, creates a new dataset where every class has the same number of examples.
      Parameters:
      original - the original dataset.
      Returns:
      the balanced dataset.