Data Reduction With Equal-width Interval Binning

Non-Causal Step

This step applies the Equal-width Interval Binning 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

Algorithm

Equal-width Interval Binning

References

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