org.apache.spark.ml.odkl

BinaryClassificationEvaluator

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
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Instance Constructors

  1. new BinaryClassificationEvaluator()

Value Members

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

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. final def $[T](param: Param[T]): T

    Attributes
    protected
    Definition Classes
    Params
  5. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  6. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  8. final def clear(param: Param[_]): BinaryClassificationEvaluator.this.type

    Definition Classes
    Params
  9. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. def copy(extra: ParamMap): BinaryClassificationEvaluator

    Definition Classes
    BinaryClassificationEvaluatorEvaluator → Transformer → PipelineStage → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params
  12. final def defaultCopy[T <: Params](extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params
  13. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  14. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  15. def explainParam(param: Param[_]): String

    Definition Classes
    Params
  16. def explainParams(): String

    Definition Classes
    Params
  17. final def extractParamMap(): ParamMap

    Definition Classes
    Params
  18. final def extractParamMap(extra: ParamMap): ParamMap

    Definition Classes
    Params
  19. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  20. final def get[T](param: Param[T]): Option[T]

    Definition Classes
    Params
  21. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  22. final def getDefault[T](param: Param[T]): Option[T]

    Definition Classes
    Params
  23. final def getLabelCol: String

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

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

    Definition Classes
    Params
  26. final def getPredictionCol: String

    Definition Classes
    HasPredictionCol
  27. final def hasDefault[T](param: Param[T]): Boolean

    Definition Classes
    Params
  28. def hasParam(paramName: String): Boolean

    Definition Classes
    Params
  29. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  30. final def isDefined(param: Param[_]): Boolean

    Definition Classes
    Params
  31. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  32. final def isSet(param: Param[_]): Boolean

    Definition Classes
    Params
  33. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging
  34. final val labelCol: Param[String]

    Definition Classes
    HasLabelCol
  35. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging
  36. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  37. def logDebug(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  38. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  39. def logError(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  40. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  41. def logInfo(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  42. def logName: String

    Attributes
    protected
    Definition Classes
    Logging
  43. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  44. def logTrace(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  45. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  46. def logWarning(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  47. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  48. final def notify(): Unit

    Definition Classes
    AnyRef
  49. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  50. final val numBins: Param[Int]

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

    Definition Classes
    Params
  52. final val predictionCol: Param[String]

    Definition Classes
    HasPredictionCol
  53. final def set(paramPair: ParamPair[_]): BinaryClassificationEvaluator.this.type

    Attributes
    protected
    Definition Classes
    Params
  54. final def set(param: String, value: Any): BinaryClassificationEvaluator.this.type

    Attributes
    protected
    Definition Classes
    Params
  55. final def set[T](param: Param[T], value: T): BinaryClassificationEvaluator.this.type

    Definition Classes
    Params
  56. final def setDefault(paramPairs: ParamPair[_]*): BinaryClassificationEvaluator.this.type

    Attributes
    protected
    Definition Classes
    Params
  57. final def setDefault[T](param: Param[T], value: T): BinaryClassificationEvaluator.this.type

    Attributes
    protected
    Definition Classes
    Params
  58. def setLabelColumn(value: String): BinaryClassificationEvaluator.this.type

    Definition Classes
    Evaluator
  59. def setPredictionColumn(value: String): BinaryClassificationEvaluator.this.type

    Definition Classes
    Evaluator
  60. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  61. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any
  62. def transform(dataset: DataFrame): DataFrame

    Definition Classes
    BinaryClassificationEvaluator → Transformer
  63. def transform(dataset: DataFrame, paramMap: ParamMap): DataFrame

    Definition Classes
    Transformer
  64. def transform(dataset: DataFrame, firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Definition Classes
    Transformer
    Annotations
    @varargs()
  65. def transformSchema(schema: StructType): StructType

    Definition Classes
    BinaryClassificationEvaluator → PipelineStage
    Annotations
    @DeveloperApi()
  66. def transformSchema(schema: StructType, logging: Boolean): StructType

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  67. val uid: String

    Definition Classes
    Evaluator → Identifiable
  68. def validateParams(): Unit

    Definition Classes
    Params
  69. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  70. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  71. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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