Package

com.enriquegrodrigo.spark.crowd

types

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package types

Visibility
  1. Public
  2. All

Type Members

  1. case class BinaryAnnotation(example: Long, annotator: Long, value: Int) extends Product with Serializable

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  2. case class BinaryLabel(example: Long, value: Int) extends Product with Serializable

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  3. case class BinarySoftLabel(example: Long, value: Double) extends Product with Serializable

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  4. class CGladModel extends Model[BinarySoftLabel]

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    CGlad model returned by the CGlad method

    CGlad model returned by the CGlad method

    Version

    0.2.1

  5. class DawidSkeneModel extends Model[MulticlassLabel]

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    DawidSkene model returned by the DawidSkene method

    DawidSkene model returned by the DawidSkene method

    Version

    0.2

  6. case class DiscreteAnnotatorPrecision(annotator: Long, c: Int, k: Int, prob: Double) extends Product with Serializable

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    Probability that the annotator "annotator" labels an example with true class "c" as "k".

    Probability that the annotator "annotator" labels an example with true class "c" as "k".

    annotator

    annotator of the relation

    c

    true class

    k

    labeled class

    Version

    0.2

  7. case class ExampleCluster(example: Long, cluster: Integer) extends Product with Serializable

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    Cluster number for each instance

    Cluster number for each instance

    example

    example

    cluster

    cluster

    Version

    0.16

  8. case class ExampleRanks(id: Integer, features: Vector) extends Product with Serializable

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    Beta parameter for each instance in the Glad model

    Beta parameter for each instance in the Glad model

    features

    vector of features

    Version

    0.16

  9. case class GladInstanceDifficulty(example: Long, beta: Double) extends Product with Serializable

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    Beta parameter for each instance in the Glad model

    Beta parameter for each instance in the Glad model

    example

    example

    beta

    beta estimate

    Version

    0.1

  10. class GladModel extends Model[BinarySoftLabel]

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    Glad model returned by the Glad method

    Glad model returned by the Glad method

    Version

    0.1

  11. trait Model[A] extends AnyRef

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  12. case class MulticlassAnnotation(example: Long, annotator: Long, value: Int) extends Product with Serializable

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  13. case class MulticlassLabel(example: Long, value: Int) extends Product with Serializable

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  14. case class MulticlassSoftProb(example: Long, clas: Int, prob: Double) extends Product with Serializable

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  15. class RaykarBinaryModel extends Model[BinarySoftLabel]

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    Raykar Binary model returned by the RaykarBinary method

    Raykar Binary model returned by the RaykarBinary method

    Version

    0.1

  16. class RaykarContModel extends Model[RealLabel]

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    Raykar Continuous model returned by the RaykarCont method

    Raykar Continuous model returned by the RaykarCont method

    Version

    0.2

  17. class RaykarMultiModel extends Model[MulticlassSoftProb]

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    Raykar Multiclass model returned by the RaykarMulti method

    Raykar Multiclass model returned by the RaykarMulti method

    Version

    0.1

  18. case class RealAnnotation(example: Long, annotator: Long, value: Double) extends Product with Serializable

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  19. case class RealAnnotatorWeight(annotator: Long, weight: Double) extends Product with Serializable

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    Annotator importance in the label aggregation.

    Annotator importance in the label aggregation.

    annotator

    annotator of the relation

    weight

    the weight of the annotator

    Version

    0.2

  20. case class RealLabel(example: Long, value: Double) extends Product with Serializable

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