cc.factorie.optimize

PredictorExample

class PredictorExample[Output, Prediction, Input] extends Example

Base example for all OptimizablePredictors

Output

The type of the label

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Instance Constructors

  1. new PredictorExample(model: OptimizablePredictor[Prediction, Input], input: Input, label: Output, objective: OptimizableObjective[Prediction, Output], weight: Double = 1.0)

    model

    The optimizable predictor

    input

    The example input (such as a feature vector)

    label

    The label

    objective

    The objective function

    weight

    The weight of the example

Value Members

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

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  6. def accumulateValueAndGradient(value: DoubleAccumulator, gradient: WeightsMapAccumulator): Unit

    Put objective value and gradient into the accumulators.

    Put objective value and gradient into the accumulators. Either argument can be null if they don't need to be computed.

    value

    Accumulator to hold value

    gradient

    Accumulator to hold gradient

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    PredictorExampleExample
  7. final def asInstanceOf[T0]: T0

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  8. def clone(): AnyRef

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  11. def finalize(): Unit

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