1.3 KiB
1.3 KiB
MlAnomalyExplanation [interface-MlAnomalyExplanation]
| Name | Type | Description |
|---|---|---|
anomaly_characteristics_impact |
integer | Impact from the duration and magnitude of the detected anomaly relative to the historical average. |
anomaly_length |
integer | Length of the detected anomaly in the number of buckets. |
anomaly_type |
string | Type of the detected anomaly: spike or dip. |
high_variance_penalty |
boolean | Indicates reduction of anomaly score for the bucket with large confidence intervals. If a bucket has large confidence intervals, the score is reduced. |
incomplete_bucket_penalty |
boolean | If the bucket contains fewer samples than expected, the score is reduced. |
lower_confidence_bound |
double | Lower bound of the 95% confidence interval. |
multi_bucket_impact |
integer | Impact of the deviation between actual and typical values in the past 12 buckets. |
single_bucket_impact |
integer | Impact of the deviation between actual and typical values in the current bucket. |
typical_value |
double | Typical (expected) value for this bucket. |
upper_confidence_bound |
double | Upper bound of the 95% confidence interval. |