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Data Reduction with Simple Random Sample with Replacement (SRSWR)
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:doc:`/SingleStepClassifiers/NonCausalStep/index`

This step applies the SRSWR algorithm to sample the input data set randomly. The size of original data set is then reduced.

.. rubric:: Input Parameters

1. Large size of input data

.. rubric:: Output Parameters

1. Reduced data set

.. rubric:: Workflow

.. image:: workflow.svg


.. rubric:: Algorithm

:doc:`/Algorithms/SimpleRandomSampleWithReplacement/index`

.. rubric:: References

- J.\  Han, M. Kamber and J. Pei, Data Mining - Concepts and Techniques, 3rd ed., Amsterdam: Morgan Kaufmann Publishers, 2012.