Class/Object

com.microsoft.ml.spark

RankingEvaluator

Related Docs: object RankingEvaluator | package spark

Permalink

class RankingEvaluator extends Evaluator with RecEvaluatorParams with HasRecommenderCols with ComplexParamsWritable

Linear Supertypes
HasRecommenderCols, RecEvaluatorParams, ComplexParamsWritable, MLWritable, hasK, org.apache.spark.ml.param.shared.HasLabelCol, HasPredictionCol, Wrappable, Evaluator, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Grouped
  2. Alphabetic
  3. By Inheritance
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
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new RankingEvaluator()

    Permalink

  2. new RankingEvaluator(uid: String)

    Permalink

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  7. def clone(): AnyRef

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

  8. def copy(extra: ParamMap): RankingEvaluator

    Permalink
    Definition Classes
    RankingEvaluator → Evaluator → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  13. def evaluate(dataset: Dataset[_]): Double

    Permalink
    Definition Classes
    RankingEvaluator → Evaluator

  14. def evaluate(dataset: Dataset[_], paramMap: ParamMap): Double

    Permalink
    Definition Classes
    Evaluator
    Annotations
    @Since( "2.0.0" )

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

    Permalink
    Definition Classes
    Params

  16. def explainParams(): String

    Permalink
    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  19. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  22. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  23. def getItemCol: String

    Permalink
    Definition Classes
    HasRecommenderCols

  24. def getK: Int

    Permalink

    Definition Classes
    hasK

  25. final def getLabelCol: String

    Permalink
    Definition Classes
    HasLabelCol

  26. def getMetricName: String

    Permalink

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

    Permalink

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

    Permalink

  29. def getNItems: Long

    Permalink

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  32. final def getPredictionCol: String

    Permalink
    Definition Classes
    HasPredictionCol

  33. def getRatingCol: String

    Permalink
    Definition Classes
    HasRecommenderCols

  34. def getUserCol: String

    Permalink
    Definition Classes
    HasRecommenderCols

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

    Permalink
    Definition Classes
    Params

  36. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  37. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  39. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  40. def isLargerBetter: Boolean

    Permalink
    Definition Classes
    Evaluator
    Annotations
    @Since( "1.5.0" )

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

    Permalink
    Definition Classes
    Params

  42. val itemCol: Param[String]

    Permalink
    Definition Classes
    HasRecommenderCols

  43. val k: IntParam

    Permalink
    Definition Classes
    hasK

  44. final val labelCol: Param[String]

    Permalink
    Definition Classes
    HasLabelCol

  45. val metricName: Param[String]

    Permalink

  46. val nItems: LongParam

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  48. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  49. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    Params

  51. final val predictionCol: Param[String]

    Permalink
    Definition Classes
    HasPredictionCol

  52. val ratingCol: Param[String]

    Permalink
    Definition Classes
    HasRecommenderCols

  53. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  54. final def set(paramPair: ParamPair[_]): RankingEvaluator.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  55. final def set(param: String, value: Any): RankingEvaluator.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  57. final def setDefault(paramPairs: ParamPair[_]*): RankingEvaluator.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  59. def setItemCol(value: String): RankingEvaluator.this.type

    Permalink

    Definition Classes
    HasRecommenderCols

  60. def setK(value: Int): RankingEvaluator.this.type

    Permalink

    Definition Classes
    hasK

  61. def setLabelCol(value: String): RankingEvaluator.this.type

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

    Definition Classes
    HasRecommenderCols

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

    Permalink

    Definition Classes
    HasRecommenderCols

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

    Permalink
    Definition Classes
    AnyRef

  68. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  69. val uid: String

    Permalink
    Definition Classes
    RankingEvaluator → Identifiable

  70. val userCol: Param[String]

    Permalink
    Definition Classes
    HasRecommenderCols

  71. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  74. def write: MLWriter

    Permalink
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasRecommenderCols

Inherited from RecEvaluatorParams

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from hasK

Inherited from org.apache.spark.ml.param.shared.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

Parameter setters

Parameter getters

Members