Configuration may slightly vary depending on the comparison method you choose.
STEP 1: choose the metrics you would like to monitor
You may select as many prediction fields as you want (from raw inputs / features) 😊 the monitor will run on each selected field separately.
Our metric change monitor supports the following metrics:
STEP 2: choose inspection period and baseline
For the fields you chose in the previous step, the monitor will raise an alert if the comparison between the inspection period and the baseline leads to a conclusion outside your threshold boundaries.
STEP 3: calibrate thresholds
This step is important to make sure you have the right amount of alerts that fits your needs. For anomaly detection method, use the monitor preview to help you decide what is the appropriate sensitivity level.