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Interface DetectLastPointResponse

Package version

Hierarchy

  • DetectLastPointResponse

Index

Properties

expectedValue

expectedValue: number

Expected value of the latest point.

isAnomaly

isAnomaly: boolean

Anomaly status of the latest point, true means the latest point is an anomaly either in negative direction or positive direction.

isNegativeAnomaly

isNegativeAnomaly: boolean

Anomaly status in negative direction of the latest point. True means the latest point is an anomaly and its real value is smaller than the expected one.

isPositiveAnomaly

isPositiveAnomaly: boolean

Anomaly status in positive direction of the latest point. True means the latest point is an anomaly and its real value is larger than the expected one.

lowerMargin

lowerMargin: number

Lower margin of the latest point. LowerMargin is used to calculate lowerBoundary, which equals to expectedValue - (100 - marginScale)*lowerMargin.

period

period: number

Frequency extracted from the series, zero means no recurrent pattern has been found.

suggestedWindow

suggestedWindow: number

Suggested input series points needed for detecting the latest point.

upperMargin

upperMargin: number

Upper margin of the latest point. UpperMargin is used to calculate upperBoundary, which equals to expectedValue + (100 - marginScale)*upperMargin. If the value of latest point is between upperBoundary and lowerBoundary, it should be treated as normal value. By adjusting marginScale value, anomaly status of latest point can be changed.

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