TD_OneClassSVM Syntax | OneClassSVM | Teradata Vantage - TD_OneClassSVM Syntax - Teradata Vantage

Teradata® VantageCloud Lake

Deployment
VantageCloud
Edition
Lake
Product
Teradata Vantage
Published
January 2023
Language
English (United States)
Last Update
2024-04-03
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TD_OneClassSVM (
  ON { table | view | (query) } PARTITION BY ANY
  [ OUT TABLE MetaInformationTable (meta_table) ]
  USING
  InputColumns ({'input_column'|input_column_range }[,…])
  [ BatchSize (batchsize) ]
  [ MaxIterNum (max_iter) ]
  [ RegularizationLambda (lamda) ]
  [ Alpha (alpha) ]
  [ IterNumNoChange (n_iter_no_change) ]
  [ Tolerance (tolerance) ]
  [ Intercept ('true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0') ]
  [ LearningRate ('constant'|'optimal'|'invtime'|'adaptive') ]
  [ InitialEta (eta0) ]
  [ DecayRate (gamma) ]
  [ DecaySteps (decay steps) ]
  [ Momentum (momentum) ]
  [ Nesterov ('true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0') ]
  [ LocalSGDIterations(local_iterations) ]
)
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