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elasticsearch-js/docs/reference/api/MlAnomalyExplanation.md
2025-05-28 10:02:30 -05:00

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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.