1.1 - 8.10 - ARIMA Input - Teradata Vantage

Teradata Vantage™ - Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.1
8.10
Release Date
October 2019
Content Type
Programming Reference
Publication ID
B700-4003-079K
Language
English (United States)
Table Description
InputTable Contains input data.
OrdersTable [Optional] Has same schema as TimeSeriesOrders Output table. Contains values of nonseasonal parameters p, d, and q for ARIMA model.

If you omit this table, you must specify either the Orders syntax element or the OrderP, OrderD, and OrderQ syntax elements.

InputTable Schema

Column Data Type Description
time_column Any Sequence (time points) of input parameters.

If time points do not have uniform intervals, run the Interpolator function on them before running the ARIMA function on the InputTable. Otherwise, intervals of predictions of the ARIMAPredict function might not be as expected.

target_column SMALLINT, INT, BIGINT, NUMERIC, or DOUBLE PRECISION Time series data in InputTable.
partition_column Any [Column appears once for each partition_column specified in PartitionColumns.] Column by which input data is partitioned.