TD_XGBoost Syntax | XGBoost | Teradata Vantage - TD_XGBoost 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 Vantage™
TD_XGBoost (
  ON { table | view | (query) } AS INPUTTABLE PARTITION BY ANY
  [ OUT [ PERMANENT | VOLATILE ] TABLE MetaInformationTable(output_table_name)]
  USING
  InputColumns ({'input_column'|input_column_range }[,…])
  ResponseColumn('response_column')
  [ ModelType ('classification'|'regression') ]
  [ MaxDepth (maxdepth) ]
  [ MinNodeSize (minnodesize) ]
  [ NumParallelTrees (numparalleltrees) ]
  [ RegularizationLambda (lambda) ]
  [ LearningRate (learningrate) ]
  [ ColumnSampling (sample_fraction) ]
  [ CoverageFactor (coveragefactor)]
  [ NumBoostRounds (numboostrounds) ]
  [ Seed (seed) ]
  [ BaseScore (basescore) ]
  [ MinImpurity (minimpurity) ]
  [ TreeSize (treesize) ]
 )
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