Definition
A v-optimal histogram is based on the concept of minimizing a quantity which is called the weighted variance in this context. This is defined as
where the histogram consists of J bins or buckets, nj is the number of items contained in the jth bin and where Vj is the variance between the values associated with the items in the jth bin.
Read more about this topic: V-optimal Histograms
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