[MAHOUT-1368] Convert OnlineSummarizer to use the new TDigest - ASF JIRA

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Details

Type: Bug
Status: Closed
Priority: Major
Resolution: Fixed
Affects Version/s: None
Fix Version/s: 0.9
Component/s: None
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Description

The new TDigest provides better accuracy for quartile estimation as well as producing any other quantile you might like. The current quartile estimation of the OnlineSummarizer fails for highly skewed distributions and can't really be extended to provide other quantiles. The TDigest handles all of this.

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MAHOUT-1368.patch
02/Dec/13 06:55
7 kB
Ted Dunning

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Assignee:: Suneel Marthi

Reporter:: Ted Dunning

Votes:: 0 Vote for this issue

Watchers:: 3 Start watching this issue

Dates

Created:: 02/Dec/13 06:51

Updated:: 03/Feb/14 07:57

Resolved:: 04/Dec/13 21:03