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

Linear Supertypes
Mode, RankingParams, hasK, HasLabelCol, Wrappable, HasRecommenderCols, ComplexParamsWritable, MLWritable, Estimator[RankingAdapterModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. RankingAdapter
  2. Mode
  3. RankingParams
  4. hasK
  5. HasLabelCol
  6. Wrappable
  7. HasRecommenderCols
  8. ComplexParamsWritable
  9. MLWritable
  10. Estimator
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. 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
    Wrappable
  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
    RankingAdapterHasRecommenderCols
  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
    RankingAdapterHasRecommenderCols
  35. def getRecommender: Estimator[_ <: Model[_]]

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    Definition Classes
    RankingParams
  36. def getUserCol: String

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    Definition Classes
    RankingAdapterHasRecommenderCols
  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 Mode

Inherited from RankingParams

Inherited from hasK

Inherited from HasLabelCol

Inherited from Wrappable

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