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

Teradata Vantageā„¢ - Bring Your Own Model User Guide

Product
Teradata Vantage
Release Number
2.0
Release Date
October 2021
Content Type
User Guide
Publication ID
B700-1111-051K
Language
English (United States)
Accumulate
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.
ModelOutputFields
[Optional] Specify the output fields to add as individual columns instead of the entire JSON output. Specify fields with a comma-separated list.
OverwriteCachedModel
[Optional] Specify either one or more of the models to remove from the cache. Use an asterisk to clear all models.
ModelType
[Optional] Specify the type of model to use for scoring.
You can use either of the following values: Driverless AI (DAI) or OpenSource.
EnableOptions
[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)