org.apache.mxnet

EvalMetric

Related Doc: package mxnet

abstract class EvalMetric extends AnyRef

Base class of all evaluation metrics

Linear Supertypes
AnyRef, Any
Known Subclasses
Accuracy, CompositeEvalMetric, CustomMetric, F1, MAE, MSE, Perplexity, RMSE, TopKAccuracy
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Instance Constructors

  1. new EvalMetric(name: String)

    name

    Metric name

Abstract Value Members

  1. abstract def update(labels: IndexedSeq[NDArray], preds: IndexedSeq[NDArray]): Unit

    Update the internal evaluation.

    Update the internal evaluation.

    labels

    The labels of the data

    preds

    Predicted values.

Concrete Value Members

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

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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

    Attributes
    protected[java.lang]
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  6. final def eq(arg0: AnyRef): Boolean

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  7. def equals(arg0: Any): Boolean

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  8. def finalize(): Unit

    Attributes
    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

  9. def get: (Array[String], Array[Float])

    Get the current evaluation result.

    Get the current evaluation result.

    returns

    name, Name of the metric value, Value of the evaluation

  10. final def getClass(): Class[_]

    Definition Classes
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  11. def hashCode(): Int

    Definition Classes
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  12. final def isInstanceOf[T0]: Boolean

    Definition Classes
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  13. val name: String

    Metric name

    Metric name

    Attributes
    protected

  14. final def ne(arg0: AnyRef): Boolean

    Definition Classes
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  15. final def notify(): Unit

    Definition Classes
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  16. final def notifyAll(): Unit

    Definition Classes
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  17. var numInst: Int

    Attributes
    protected

  18. def reset(): Unit

    Clear the internal statistics to initial state.

  19. var sumMetric: Double

    Attributes
    protected

  20. final def synchronized[T0](arg0: ⇒ T0): T0

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  21. def toString(): String

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  22. final def wait(): Unit

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    @throws( ... )

  23. final def wait(arg0: Long, arg1: Int): Unit

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  24. final def wait(arg0: Long): Unit

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