Description
Calculates the average of the values in the specified <table>.<column> column starting from <start> days to <end> days. When used in the target field, the time period should be positive (in the future). When used in a temporal filter field, the time period should be negative (in the past).
This operator can only be applied to numerical columns.
Example
AVG(LOAN.AMOUNT, 0, 30)
Training Considerations
- Kumo runs your pQuery over many historic slices of data and across all entities that meet your filter criteria to generate training examples.
- If for a given entity and historic data slice there are no fact rows to aggregate over, this training example will be dropped. Thus, the operator makes the implicit assumption that for every entity a prediction is generated for, the user is assuming that the entity has at least one fact row in the prediction horizon.
Updated 12 months ago