Naive Bayes Classifier Syntax - Teradata Vantage

Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
8.00
1.0
Published
May 2019
Language
English (United States)
Last Update
2019-11-22
dita:mapPath
blj1506016597986.ditamap
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dita:id
B700-4003
lifecycle
previous
Product Category
Teradata Vantage™

NaiveBayesReduce version 1.6, NaiveBayesMap version 1.7

CREATE MULTISET TABLE model_table_name AS (
  SELECT * FROM NaiveBayesReduce (
    ON (
      SELECT * FROM NaiveBayesMap (
        ON { table | view | (query) }
        USING
        ResponseColumn ('response_column')
        NumericInputs ({ 'numeric_input_column' | numeric_input_column_range }[,...] )
        CategoricalInputs ({ 'categorical_input_column' | categorical_input_column_range }[,...] )
      ) AS alias_1
    ) PARTITION BY partition_column [ ORDER BY cnt ]
  ) AS alias_2
) WITH DATA;