TD_OneClassSVM Syntax | OneClassSVM | Teradata Vantage - TD_OneClassSVM 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™
Important: In Analytics Database Release 17.20.03.14 and later, the AS InputTable alias is mandatory. If your scripts does not use an alias, use AS InputTable alias for the input table.
TD_OneClassSVM (
    ON { table | view | (query) } AS InputTable 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