H2OPredict Syntax Elements | Vantage BYOM - 2.0 - H2OPredict Syntax Elements - Teradata Vantage

Teradata Vantageā„¢ - Bring Your Own Model User Guide

Teradata Vantage
Release Number
Release Date
October 2021
Content Type
User Guide
Publication ID
English (United States)
Specify one or more column names to add to the output table. Use an asterisk to specify all columns.
An accumulate_column cannot specify column Ids as integers, ranges, or allow the data type BLOB or CLOB.
[Optional] Specify the output fields to add as individual columns instead of the entire JSON output. Specify fields with a comma-separated list.
[Optional] Specify either one or more of the models to remove from the cache. Use an asterisk to clear all models.
[Optional] Specify the type of model to use for scoring.
You can use either of the following values: Driverless AI (DAI) or OpenSource.
[Optional] Set the following feature option values to true to have the values appear in the JSON in the output:
  • contributions: The contribution of each input feature towards the prediction.
  • stageProbabilities: Prediction probabilities of trees in each stage or iteration.
  • leafNodeAssignments: The leaf placements of the row in all the trees in the tree-based model.
If the feature options are not specified, the features are considered false and the following values are not populated in the output JSON:
  • contributions (applies only to binomial or regression models)
  • leafNodeAssignments and stageProbabilites (applies to binomial, regression, multinomial, and AnomalyDetection models)