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) ]
[ OUT TABLE RBFFITTable (RBF_FIT_table) ]
USING
InputColumns ({'input_column'|input_column_range }[,…])
[ Kernel ('Linear' | 'RBF') ]
[ NComponents (Ncomponents) ]
[ Gamma (Gamma) ]
[ 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) ]
)
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