kumulant
kumulant/com.eignex.kumulant.stat.change/AdwinResult

AdwinResult

@Serializable
@SerialName(value = "AdwinResult")
data class AdwinResult(val delta: Double, val windowLength: Long, val mean: Double, val variance: Double, val changesDetected: Long, val alarm: Boolean) : Result(source)

Snapshot from an AdwinStat adaptive-windowing change detector.

Constructors

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constructor(delta: Double, windowLength: Long, mean: Double, variance: Double, changesDetected: Long, alarm: Boolean)

Properties

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val alarm: Boolean

True when the most recent SeriesStat.update caused the window to shrink.

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val changesDetected: Long

Number of change points detected since SeriesStat.reset.

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val delta: Double

Confidence parameter for the Hoeffding-bound cut test.

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val mean: Double

Mean of the observations currently inside the adaptive window.

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val variance: Double

Population variance of the observations currently inside the adaptive window.

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val windowLength: Long

Number of observations currently inside the adaptive window.

AdwinResult

constructor(delta: Double, windowLength: Long, mean: Double, variance: Double, changesDetected: Long, alarm: Boolean)(source)

alarm

val alarm: Boolean(source)

True when the most recent SeriesStat.update caused the window to shrink.

changesDetected

val changesDetected: Long(source)

Number of change points detected since SeriesStat.reset.

delta

val delta: Double(source)

Confidence parameter for the Hoeffding-bound cut test.

mean

val mean: Double(source)

Mean of the observations currently inside the adaptive window.

variance

val variance: Double(source)

Population variance of the observations currently inside the adaptive window.

windowLength

val windowLength: Long(source)

Number of observations currently inside the adaptive window.