Model PlanTraining Table Generation

forecast_length

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forecast_length: <integer> (Optional)

Description

Turns a node regression problem into a forecasting problem. The given target is forecasted for forecast_length steps into the future. This only applies to temporal queries (queries that include a temporal aggregation such as SUM(TRANSACTIONS.AMOUNT, 0, 2, days)).

Supported Task Types

  • Forecasting

Example

In the following query, a value of forecast_length=3 will forecast the sum for the next 3, 7-day windows.

PQL
PREDICT SUM(TRANSACTIONS.AMOUNT, 0, 7, days)
FOR EACH CUSTOMERS.CUSTOMER_ID

Experimental Feature