ChangePointDetection Example: One Series, VERBOSE Output - Teradata Vantage

Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
8.10
1.1
Published
October 2019
Language
English (United States)
Last Update
2019-12-31
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dita:id
B700-4003
lifecycle
previous
Product Category
Teradata Vantageā„¢

SQL Call

SELECT * FROM ChangePointDetection (
  ON cpt PARTITION BY sid ORDER BY id
  USING
  TargetColumn ('val')
  Accumulate ('sid', 'id')
  OutputType ('VERBOSE')
) AS dt;

Output

 sid id cptid difference         
 --- -- ----- ------------------ 
   1  8     1 7.4734790324760105
   1 11     2  97.35746106876692
   1 21     3  48.67501782818529
   1 31     4  52.08839257625203
   1 34     5 3.7188850706639904

Download a zip file of all examples and a SQL script file that creates their input tables from the attachment in the left sidebar.