Data Reduction With Equal-frequency Interval Binning

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

Algorithm

Equal-frequency Interval Binning

References

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