Anomaly tests params
detection_delay
detection_delay:
period: < time period > # supported periods: hour, day, week, month
count: < number of periods >
The duration for retracting the detection period. That’s useful in cases which the latest data should be excluded from the test. For example, this can happen because of scheduling issues- if the test is running before the table is populated for some reason. The detection delay is the period of time to ignore, after the detection period.
- Default: 0
- Relevant tests: Anomaly detection tests with
timestamp_column
How it works?
The detection_delay
param only works for tests that have timestamp_column
configuration.
It does not affect the other duration parameters, like detection_period
or training_period
.