Class/Object

com.microsoft.ml.spark.recommendation

RankingAdapter

Related Docs: object RankingAdapter | package recommendation

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class RankingAdapter extends Estimator[RankingAdapterModel] with ComplexParamsWritable with RankingParams with Mode with Wrappable

Linear Supertypes
Wrappable, HasAdditionalPythonMethods, Mode, RankingParams, hasK, HasLabelCol, HasRecommenderCols, ComplexParamsWritable, MLWritable, Estimator[RankingAdapterModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. RankingAdapter
  2. Wrappable
  3. HasAdditionalPythonMethods
  4. Mode
  5. RankingParams
  6. hasK
  7. HasLabelCol
  8. HasRecommenderCols
  9. ComplexParamsWritable
  10. MLWritable
  11. Estimator
  12. PipelineStage
  13. Logging
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new RankingAdapter()

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  2. new RankingAdapter(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
    HasAdditionalPythonMethods

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final def clear(param: Param[_]): RankingAdapter.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): RankingAdapter

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    Definition Classes
    RankingAdapter → Estimator → PipelineStage → 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 explainParam(param: Param[_]): String

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    Definition Classes
    Params

  15. def explainParams(): String

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    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  18. def finalize(): Unit

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

  19. def fit(dataset: Dataset[_]): RankingAdapterModel

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    Definition Classes
    RankingAdapter → Estimator

  20. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[RankingAdapterModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  21. def fit(dataset: Dataset[_], paramMap: ParamMap): RankingAdapterModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  22. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): RankingAdapterModel

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  26. def getItemCol: String

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    Definition Classes
    RankingAdapter → HasRecommenderCols

  27. def getK: Int

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    Definition Classes
    hasK

  28. def getLabelCol: String

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    Definition Classes
    HasLabelCol

  29. def getMinRatingsPerItem: Int

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    Definition Classes
    RankingParams

  30. def getMinRatingsPerUser: Int

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    Definition Classes
    RankingParams

  31. def getMode: String

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    Definition Classes
    Mode

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  34. def getRatingCol: String

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    Definition Classes
    RankingAdapter → HasRecommenderCols

  35. def getRecommender: Estimator[_ <: Model[_]]

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    Definition Classes
    RankingParams

  36. def getUserCol: String

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    Definition Classes
    RankingAdapter → HasRecommenderCols

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

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    Definition Classes
    Params

  38. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  39. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  41. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  43. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  45. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  46. val itemCol: Param[String]

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    Definition Classes
    HasRecommenderCols

  47. val k: IntParam

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    Definition Classes
    hasK

  48. val labelCol: Param[String]

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    The name of the label column

    The name of the label column

    Definition Classes
    HasLabelCol

  49. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  56. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  61. val minRatingsPerItem: IntParam

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    Definition Classes
    RankingParams

  62. val minRatingsPerUser: IntParam

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    Definition Classes
    RankingParams

  63. val mode: Param[String]

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    Definition Classes
    Mode

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

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    Definition Classes
    AnyRef

  65. final def notify(): Unit

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    Definition Classes
    AnyRef

  66. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  68. val ratingCol: Param[String]

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    Definition Classes
    HasRecommenderCols

  69. val recommender: EstimatorParam

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    Definition Classes
    RankingParams

  70. def save(path: String): Unit

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

  71. final def set(paramPair: ParamPair[_]): RankingAdapter.this.type

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    Attributes
    protected
    Definition Classes
    Params

  72. final def set(param: String, value: Any): RankingAdapter.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  74. final def setDefault(paramPairs: ParamPair[_]*): RankingAdapter.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  76. def setItemCol(value: String): RankingAdapter.this.type

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    Definition Classes
    HasRecommenderCols

  77. def setK(value: Int): RankingAdapter.this.type

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    Definition Classes
    hasK

  78. def setLabelCol(value: String): RankingAdapter.this.type

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    Definition Classes
    HasLabelCol

  79. def setMinRatingsPerItem(value: Int): RankingAdapter.this.type

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    Definition Classes
    RankingParams

  80. def setMinRatingsPerUser(value: Int): RankingAdapter.this.type

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    Definition Classes
    RankingParams

  81. def setMode(value: String): RankingAdapter.this.type

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    Definition Classes
    Mode

  82. def setRatingCol(value: String): RankingAdapter.this.type

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    Definition Classes
    HasRecommenderCols

  83. def setRecommender(value: Estimator[_ <: Model[_]]): RankingAdapter.this.type

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    Definition Classes
    RankingParams

  84. def setUserCol(value: String): RankingAdapter.this.type

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    Definition Classes
    HasRecommenderCols

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

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    Definition Classes
    AnyRef

  86. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  87. def transformSchema(schema: StructType): StructType

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    Definition Classes
    Mode

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  89. val uid: String

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    Definition Classes
    RankingAdapter → Identifiable

  90. val userCol: Param[String]

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    Definition Classes
    HasRecommenderCols

  91. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  94. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from Wrappable

Inherited from HasAdditionalPythonMethods

Inherited from Mode

Inherited from RankingParams

Inherited from hasK

Inherited from HasLabelCol

Inherited from HasRecommenderCols

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Estimator[RankingAdapterModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped