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ij_plugins.color.calibration

LOOCrossValidation

object LOOCrossValidation

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  1. case class CrossValidationData(referenceColorSpace: ReferenceColorSpace, method: MappingMethod, statsDeltaE: DescriptiveStatistics, statsDeltaL: DescriptiveStatistics, statsDeltaA: DescriptiveStatistics, statsDeltaB: DescriptiveStatistics) extends Product with Serializable
  2. case class Deltas(deltaE: Double, deltaL: Double, deltaA: Double, deltaB: Double) extends Product with Serializable

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  6. def crossValidation(chart: ColorChart, referenceColorSpace: ReferenceColorSpace, mappingMethod: MappingMethod, observedSamples: Array[Array[Double]]): IndexedSeq[Deltas]

    Compute leave-one-out error for each of the chips in the chart.

    Compute leave-one-out error for each of the chips in the chart.

    The error for a given chip is computed by excluding that chip from a chart. Color corrector is computed using all but that selected chip, then a delta between value of that chip and color computed for that chip by the corrector is determined (square root of sum of squares of color components differences).

    returns

    deltas when each of the chips, in turn, is excluded. Each element in the sequence is a tuple: (deltaE, deltaL, deltaA, deltaB)

  7. def crossValidation(chart: ColorChart, referenceColorSpace: ReferenceColorSpace, mappingMethod: MappingMethod, image: ImagePlus): IndexedSeq[Deltas]

    Compute leave-one-out error for each of the chips in the chart.

    Compute leave-one-out error for each of the chips in the chart.

    The error for a given chip is computed by excluding that chip from a chart. Color corrector is computed using all but that selected chip, then a delta between value of that chip and color computed for that chip by the corrector is determined (square root of sum of squares of color components differences).

    returns

    deltas when each of the chips, in turn, is excluded. Index of the delta is the same as of the excluded (test) chip.

  8. def crossValidationStats(chart: ColorChart, referenceColorSpace: ReferenceColorSpace, mappingMethod: MappingMethod, observedSamples: Array[Array[Double]]): CrossValidationData
  9. def crossValidationStats(chart: ColorChart, referenceColorSpace: ReferenceColorSpace, mappingMethod: MappingMethod, image: ImagePlus): CrossValidationData
  10. def crossValidationStatsAll(chart: ColorChart, observedSamples: Array[Array[Double]], referenceColorSpaces: Seq[ReferenceColorSpace], mappingMethods: Seq[MappingMethod]): Seq[CrossValidationData]
  11. def crossValidationStatsAll(chart: ColorChart, image: ImagePlus, referenceColorSpaces: Seq[ReferenceColorSpace], mappingMethods: Seq[MappingMethod]): Seq[CrossValidationData]
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