Forest_Predict Output - Teradata Vantage

Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
8.00
1.0
Published
May 2019
Language
English (United States)
Last Update
2019-11-22
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B700-4003
lifecycle
previous
Product Category
Teradata Vantageā„¢

Output Table Schema

The table has a set of predictions for each test point.

Column Data Type Description
accumulate_column Same as in input table [Columns appears once for each specified accumulate_column.] Column copied from input table.
id_column Same as in input table Column copied from input table. Unique row identifier.
prediction VARCHAR Predicted test point value or predicted class, determined by model.
confidence_lower DOUBLE PRECISION Lower bound of confidence interval.

For classification tree, confidence_lower and confidence_upper are equal.

confidence_upper DOUBLE PRECISION Upper bound of confidence interval.
tree_num VARCHAR [Column appears only with Detailed ('true').] Either the concatenation of task_index and tree_num from ModelTable, to show which tree generated prediction, or 'final' to show overall prediction.