TD_GLM Syntax
TD_GLM (
ON { table | view | (query) } AS InputTable [ PARTITION BY ANY ]
[ OUT TABLE MetaInformationTable (meta_table) ]
USING
InputColumns ({'input_column'|input_column_range }[,…])
ResponseColumn('response_column')
[ Family ('Gaussian' | 'Binomial') ]
[ BatchSize (batchsize) ]
[ MaxIterNum (max_iter) ]
[ RegularizationLambda (lambda) ]
[ Alpha (alpha) ]
[ IterNumNoChange (n_iter_no_change) ]
[ Tolerance (tolerance) ]
[ Intercept ('true' | 'false') ]
[ ClassWeights ('class:weight,...') ]
[ LearningRate ('constant'|'optimal'|'invtime'|'adaptive') ]
[ InitialEta (eta0) ]
[ DecayRate (gamma) ]
[ DecaySteps (decay_steps) ]
[ Momentum (momentum) ]
[ Nesterov ('true'|'false') ]
[ LocalSGDIterations(local_iterations) ]
)