The config for feature monitoring threshold.
threshold
Union type
threshold
can be only one of the following:value
number
Specify a threshold value that can trigger the alert. If this threshold config is for feature distribution distance: 1. For categorical feature, the distribution distance is calculated by L-inifinity norm. 2. For numerical feature, the distribution distance is calculated by Jensen–Shannon divergence. Each feature must have a non-zero threshold if they need to be monitored. Otherwise no alert will be triggered for that feature.
JSON representation |
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{ // threshold "value": number // Union type } |