Trait

org.apache.flink.ml.optimization

PartialLossFunction

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trait PartialLossFunction extends Serializable

Represents loss functions which can be used with the GenericLossFunction.

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Abstract Value Members

  1. abstract def derivative(prediction: Double, label: Double): Double

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    Calculates the derivative of the PartialLossFunction

    Calculates the derivative of the PartialLossFunction

    prediction

    The predicted value

    label

    The true value

    returns

    The derivative of the loss function

  2. abstract def loss(prediction: Double, label: Double): Double

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    Calculates the loss depending on the label and the prediction

    Calculates the loss depending on the label and the prediction

    prediction

    The predicted value

    label

    The true value

    returns

    The loss

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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  8. def finalize(): Unit

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  11. final def isInstanceOf[T0]: Boolean

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  13. final def notify(): Unit

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  14. final def notifyAll(): Unit

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  17. final def wait(): Unit

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Inherited from Serializable

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