TD_XGBoostPredict Syntax | XGBoostPredict | Teradata Vantage - TD_XGBoostPredict Syntax - Analytics Database

Database Analytic Functions

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Analytics Database
Release Number
17.20
Published
June 2022
Language
English (United States)
Last Update
2024-04-06
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Product Category
Teradata Vantageā„¢

For Regression

TD_XGBoostPredict(
 ON { table | view | (query) } AS InputTable [ PARTITION BY ANY ]
 ON { table | view | (query) } AS ModelTable DIMENSION
 USING
 IDColumn ({'id_column' | id_column_range })
 [ NumParallelTrees (num_trees) ]
 [ NumBoostRounds (iterations) ]
 [ ModelType ('regression') ]
 [ Accumulate ({ 'accumulate_column' | accumulate_column_range }[,...]) ]
)

For Classification

TD_XGBoostPredict(
 ON { table | view | (query) } AS InputTable [ PARTITION BY ANY ]
 ON { table | view | (query) } AS ModelTable DIMENSION
 USING
 IDColumn ({'id_column' | id_column_range })
 [ NumParallelTrees (num_trees) ]
 [ NumBoostRounds (iterations) ]
 [ ModelType ('classification') ]
 [ OutputProb ({'true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0'}) ]
 [ Responses ('response'[,...]) ]
 [ Accumulate ({ 'accumulate_column' | accumulate_column_range }[,...]) ]
)
You can call this function from:
  • The FROM clause of a SELECT statement
  • As part of a CREATE TABLE statement
  • As part of a CREATE VIEW statement