Optional Syntax Elements for TD_SHAP - Analytics Database

Database Analytic Functions
Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Analytics Database
Release Number
17.20
Published
June 2022
ft:locale
en-US
ft:lastEdition
2025-07-09
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jmh1512506877710
Product Category
Teradata Vantage™
ModelType
Specifies the training model type.
Generate the model table from the TD_DecisionForest /TD_GLM/ TD_XGBoost function.
Default: Regression
Detailed
Specifies whether to output detailed shap information for each tree in the model for TD_DecisionForest and TD_XGBoost.
TreeNum with value as "FINAL" in the output represents the records having aggregated shap values for corresponding tree.
Default: 'false'
Accumulate
Specifies the names of the input columns to copy to the output table.
NumParallelTrees
Specify how many boosted trees should be used to make predictions.
Default: 1000
NumBoostRounds
Specifies the number of iterations.
The iterations must be an INTEGER in the range [1, 100000].
NumBoostRounds argument is only allowed when the trainingFunction is TD_XGBoost.
Default: 3