Data Discretization with Equal-frequency Interval BinningΒΆ

Causal Step

This step applies the Equal-frequency Interval Binning algorithm to discretize a data set contaning a very large number of values.

Input Parameters

  1. Input data
  2. Frequency

Output Parameters

  1. Discretized data

Workflow

../../../_images/workflow43.svg

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.