Class/Object

com.microsoft.ml.spark.recommendation

RankingEvaluator

Related Docs: object RankingEvaluator | package recommendation

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class RankingEvaluator extends Evaluator with RecEvaluatorParams with HasRecommenderCols with ComplexParamsWritable

Linear Supertypes
HasRecommenderCols, RecEvaluatorParams, ComplexParamsWritable, MLWritable, hasK, HasLabelCol, HasPredictionCol, Wrappable, Evaluator, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. RankingEvaluator
  2. HasRecommenderCols
  3. RecEvaluatorParams
  4. ComplexParamsWritable
  5. MLWritable
  6. hasK
  7. HasLabelCol
  8. HasPredictionCol
  9. Wrappable
  10. Evaluator
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new RankingEvaluator()

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  2. new RankingEvaluator(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. def additionalPythonMethods(): String

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    Definition Classes
    Wrappable
  6. final def asInstanceOf[T0]: T0

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

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    Definition Classes
    Params
  8. def clone(): AnyRef

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

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    Definition Classes
    RankingEvaluator → Evaluator → Params
  10. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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

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

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    Definition Classes
    AnyRef → Any
  14. def evaluate(dataset: Dataset[_]): Double

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    Definition Classes
    RankingEvaluator → Evaluator
  15. def evaluate(dataset: Dataset[_], paramMap: ParamMap): Double

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    Definition Classes
    Evaluator
    Annotations
    @Since( "2.0.0" )
  16. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  17. def explainParams(): String

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

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

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    Definition Classes
    Params
  20. def finalize(): Unit

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

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

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

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    Definition Classes
    Params
  24. def getItemCol: String

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    Definition Classes
    HasRecommenderCols
  25. def getK: Int

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    Definition Classes
    hasK
  26. final def getLabelCol: String

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    Definition Classes
    HasLabelCol
  27. def getMetricName: String

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  28. def getMetrics(dataset: Dataset[_]): AdvancedRankingMetrics

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  29. def getMetricsMap(dataset: Dataset[_]): Map[String, Double]

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  30. def getNItems: Long

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

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

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    Definition Classes
    Params
  33. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol
  34. def getRatingCol: String

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    Definition Classes
    HasRecommenderCols
  35. def getUserCol: String

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    Definition Classes
    HasRecommenderCols
  36. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  38. def hashCode(): Int

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

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

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    Definition Classes
    Any
  41. def isLargerBetter: Boolean

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    Definition Classes
    Evaluator
    Annotations
    @Since( "1.5.0" )
  42. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  43. val itemCol: Param[String]

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    Definition Classes
    HasRecommenderCols
  44. val k: IntParam

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    Definition Classes
    hasK
  45. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol
  46. val metricName: Param[String]

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  47. val nItems: LongParam

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

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

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

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    Definition Classes
    AnyRef
  51. lazy val params: Array[Param[_]]

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

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    Definition Classes
    HasPredictionCol
  53. val ratingCol: Param[String]

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    Definition Classes
    HasRecommenderCols
  54. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  55. final def set(paramPair: ParamPair[_]): RankingEvaluator.this.type

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  60. def setItemCol(value: String): RankingEvaluator.this.type

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    Definition Classes
    HasRecommenderCols
  61. def setK(value: Int): RankingEvaluator.this.type

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    Definition Classes
    hasK
  62. def setLabelCol(value: String): RankingEvaluator.this.type

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  63. def setMetricName(value: String): RankingEvaluator.this.type

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  64. def setNItems(value: Long): RankingEvaluator.this.type

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  65. def setPredictionCol(value: String): RankingEvaluator.this.type

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  66. def setRatingCol(value: String): RankingEvaluator.this.type

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    Definition Classes
    HasRecommenderCols
  67. def setUserCol(value: String): RankingEvaluator.this.type

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    Definition Classes
    HasRecommenderCols
  68. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  69. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  70. val uid: String

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    Definition Classes
    RankingEvaluator → Identifiable
  71. val userCol: Param[String]

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    Definition Classes
    HasRecommenderCols
  72. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  75. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasRecommenderCols

Inherited from RecEvaluatorParams

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from hasK

Inherited from HasLabelCol

Inherited from HasPredictionCol

Inherited from Wrappable

Inherited from Evaluator

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

Ungrouped