TD_SHAP Syntax | SHAP - TD_SHAP Syntax - Analytics Database

TD_SHAP(
  ON { table | view | (query) } AS InputTable
  ON { table | view | (query) } AS ModelTable DIMENSION
  OUT  [PERMANENT | VOLATILE] Table GlobalExplanation (outtable)
USING
  IDColumn ('row_id_column')
  TrainingFunction({'td_glm'|'td_decisionforest'|'td_xgboost'})
  InputColumns({<input column> | <input column range>} [,...]')
  [ ModelType({'regression'|'classification'}) ]
  [ Detailed({'true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0'})]
  [ Accumulate({<column> | <column range>} [,...]})]
  [ NumParallelTrees(<NumberofTrees>)]
  [ NumBoostRounds(<IterationNumber>)]
 )