Package

io.picnicml.doddlemodel

data

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package data

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Type Members

  1. type Dataset = (Features, Target)

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  2. type Features = DenseMatrix[Double]

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  3. case class GroupTrainTestSplit(xTr: Features, yTr: Target, groupsTr: IntVector, xTe: Features, yTe: Target, groupsTe: IntVector) extends Product with Serializable

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  4. type IntVector = DenseVector[Int]

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  5. type RealVector = DenseVector[Double]

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  6. type Simplex = DenseMatrix[Double]

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  7. type Target = DenseVector[Double]

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  8. case class TrainTestSplit(xTr: Features, yTr: Target, xTe: Features, yTe: Target) extends Product with Serializable

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Value Members

  1. object CsvLoader

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  2. object DatasetUtils

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  3. object ResourceDatasetLoaders

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  4. def loadBostonDataset: Dataset

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  5. def loadBreastCancerDataset: Dataset

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  6. def loadHighSchoolTestDataset: Dataset

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  7. def loadIrisDataset: Dataset

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  8. def numberOfTargetClasses(y: Target): Int

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  9. def numberOfUniqueGroups(groups: IntVector): Int

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