Data Discretization with Equal-width Interval BinningΒΆ

Non-Causal Step

his step applies the Equal-width Interval Binning algorithm to discretize the continuous Data or a data set contaning a very large number of values.

Input Parameters

  1. Input data
  2. Interval width

Output Parameters

  1. Discretized data

Workflow

../../../_images/workflow44.svg

Algorithm

Equal-width Interval Binning

References

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