Naive Bayes Classifier Syntax - 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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ima1540829771750.ditamap
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dita:id
B700-4003
lifecycle
previous
Product Category
Teradata Vantageā„¢

NaiveBayesReduce version 1.8, NaiveBayesMap version 1.9

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;