1.1 - 8.10 - XGBoost Syntax - Teradata Vantage

Teradata Vantage™ - Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.1
8.10
Release Date
October 2019
Content Type
Programming Reference
Publication ID
B700-4003-079K
Language
English (United States)

Version 2.19

SELECT * FROM XGBoost (
  ON { table | view | (query) } AS InputTable
  [ ON { table | view | (query) } AS AttributeTable ]
  [ OUT TABLE OutputTable (output_table) ]
  USING
  ResponseColumn ('response_column')
  [ NumericInputs ({ 'numeric_input_column' | numeric_input_column_range }[,...]) ]
  [ CategoricalInputs ({ 'categorical_input_column' | categorical_input_column_range }[,...]) ]
  [ LossFunction ({ 'softmax' | 'binomial' }) ]
  [ PredictionType ('classification') ]
  [ AttributeNameColumn ('attribute_name_column') ]
  [ AttributeValueColumn ('attribute_value_column') ]
  [ RegularizationLambda (lambda) ]
  [ ShrinkageFactor (shrinkage) ]
  [ ColumnSubSampling (sample_fraction) ]
  [ IDColumn ('id_column') ] 
  [ NumBoostedTrees (num_trees) ]
  [ IterNum (iterations) ]
  [ MinNodeSize (min_node_size) ]
  [ MaxDepth (max_depth) ]
  [ Variance (variance) ]
  [ Seed (seed) ]
) AS alias;