Data Reduction With Equal-frequency Interval BinningΒΆ

Causal Step

This step applies the Equal-frequency Interval Binning algorithm to approximate the input data set and reduce its size.

Input Parameters

  1. Large size of input data

Output Parameters

  1. Reduced data set

Workflow

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Algorithm

Equal-frequency Interval Binning

References

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