| AbstractNumericOutlierDetector |
Ancestor for numeric outlier detection.
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| AbstractOutlierDetector |
Ancestor for outlier detectors of actual vs predicted.
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| IQR |
Interquartile range based detector.
If difference between actual/predicted is more than the factor of standard deviations away from the quartial 0.25/0.75, then the point gets flagged as outlier.
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| MeanAbsoluteError |
Mean absolute error (MAE) based detector.
If difference between actual/predicted is more than MAE * FACTOR, then the point gets flagged as outlier.
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| MultiOutlierDetector |
Applies the specified outlier detectors sequentially and combines the detected outliers either via union or intersect.
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| Null |
Dummy outlier detector, detects no outliers at all.
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| StdDev |
Standard deviation based detector.
If difference between actual/predicted is more than the factor of standard deviations away from the mean, then the point gets flagged as outlier.
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