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year_over_year: <boolean> (Optional, default=False)

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Description

For forecasting problems, integrate Year-Over-Year features as inputs to give more attention to the data from the previous year when making a prediction.

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Supported Task Types

  • Forecasting

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Example

For the following query, a value of year_over_year=True will consider labels from the previous year (364 days ago).

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

Experimental Feature