Class

org.apache.spark.ml.odkl

BinaryClassificationEvaluator

Related Doc: package odkl

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class BinaryClassificationEvaluator extends Evaluator[BinaryClassificationEvaluator]

Simple evaluator based on the mllib.BinaryClassificationMetrics.

Linear Supertypes
Evaluator[BinaryClassificationEvaluator], HasPredictionCol, HasLabelCol, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. BinaryClassificationEvaluator
  2. Evaluator
  3. HasPredictionCol
  4. HasLabelCol
  5. Transformer
  6. PipelineStage
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new BinaryClassificationEvaluator()

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  2. new BinaryClassificationEvaluator(uid: String)

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final def clear(param: Param[_]): BinaryClassificationEvaluator.this.type

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    Definition Classes
    Params

  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. def copy(extra: ParamMap): BinaryClassificationEvaluator

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    Definition Classes
    BinaryClassificationEvaluator → Evaluator → Transformer → PipelineStage → Params

  9. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
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    Params

  10. final def defaultCopy[T <: Params](extra: ParamMap): T

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    protected
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    Params

  11. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  13. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  14. def explainParams(): String

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    Definition Classes
    Params

  15. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  16. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  17. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  18. val fmeasureThresholds: Param[Map[String, Double]]

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  19. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

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

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    Definition Classes
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  21. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  22. def getFmeasureThresholds: Map[String, Double]

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  23. final def getLabelCol: String

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    Definition Classes
    HasLabelCol

  24. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  25. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  26. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  27. def getPredictionIndex: Int

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  28. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  29. def hasParam(paramName: String): Boolean

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    Params

  30. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  31. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
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    Logging

  32. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

  33. final def isDefined(param: Param[_]): Boolean

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    Params

  34. final def isInstanceOf[T0]: Boolean

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    Any

  35. final def isSet(param: Param[_]): Boolean

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    Params

  36. def isTraceEnabled(): Boolean

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    Attributes
    protected
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    Logging

  37. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol

  38. def log: Logger

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    Logging

  39. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  40. def logDebug(msg: ⇒ String): Unit

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    Logging

  41. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  42. def logError(msg: ⇒ String): Unit

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    Logging

  43. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  44. def logInfo(msg: ⇒ String): Unit

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    Logging

  45. def logName: String

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    Logging

  46. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  47. def logTrace(msg: ⇒ String): Unit

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    protected
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    Logging

  48. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    protected
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    Logging

  49. def logWarning(msg: ⇒ String): Unit

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    protected
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    Logging

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

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    Definition Classes
    AnyRef

  51. final def notify(): Unit

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    Definition Classes
    AnyRef

  52. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  53. final val numBins: IntParam

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  54. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  55. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  56. val predictionIndex: IntParam

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  57. final def set(paramPair: ParamPair[_]): BinaryClassificationEvaluator.this.type

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    Params

  58. final def set(param: String, value: Any): BinaryClassificationEvaluator.this.type

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  59. final def set[T](param: Param[T], value: T): BinaryClassificationEvaluator.this.type

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    Params

  60. final def setDefault(paramPairs: ParamPair[_]*): BinaryClassificationEvaluator.this.type

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  61. final def setDefault[T](param: Param[T], value: T): BinaryClassificationEvaluator.this.type

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    Params

  62. def setFmeasureThresholds(value: Map[String, Double]): BinaryClassificationEvaluator.this.type

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  63. def setLabelColumn(value: String): BinaryClassificationEvaluator.this.type

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    Definition Classes
    Evaluator

  64. def setPredictionColumn(value: String): BinaryClassificationEvaluator.this.type

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    Definition Classes
    Evaluator

  65. def setPredictionIndex(value: Int): BinaryClassificationEvaluator.this.type

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

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    Definition Classes
    AnyRef

  67. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  68. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    BinaryClassificationEvaluator → Transformer

  69. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  70. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  71. def transformSchema(schema: StructType): StructType

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    Definition Classes
    BinaryClassificationEvaluator → PipelineStage
    Annotations
    @DeveloperApi()

  72. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()

  73. val uid: String

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    Definition Classes
    BinaryClassificationEvaluator → Evaluator → Identifiable

  74. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

Inherited from Evaluator[BinaryClassificationEvaluator]

Inherited from HasPredictionCol

Inherited from HasLabelCol

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped