Apply also the equal distance binning method in the sorted values The sorted values are distributed into a number of “buckets,” or bins. Price = 4, 8, 15, 21, 21, 24, 25, 28, 34, 36, 40, 50 Equal-frequency bins of size 3. Partition into (equal-frequency) bins:  In smoothing by bin means, each value in a bin is replaced by the mean value of the bin. Smoothing by bin means: In smoothing by bin boundaries, each bin value is replaced by the closest boundary value. Smoothing by bin boundaries:

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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  1. Apply also the equal distance binning method in the sorted values

The sorted values are distributed into a number of “buckets,” or bins.

Price = 4, 8, 15, 21, 21, 24, 25, 28, 34, 36, 40, 50

Equal-frequency bins of size 3.

Partition into (equal-frequency) bins: 

In smoothing by bin means, each value in a bin is replaced by the mean value of the bin.

Smoothing by bin means:

In smoothing by bin boundaries, each bin value is replaced by the closest boundary value.

Smoothing by bin boundaries:

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