Class/Object

com.microsoft.ml.spark.recommendation

RankingAdapterModel

Related Docs: object RankingAdapterModel | package recommendation

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class RankingAdapterModel extends Model[RankingAdapterModel] with ComplexParamsWritable with Wrappable with RankingParams with Mode

Model from train validation split.

Linear Supertypes
Mode, RankingParams, hasK, HasLabelCol, HasRecommenderCols, Wrappable, ComplexParamsWritable, MLWritable, Model[RankingAdapterModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. RankingAdapterModel
  2. Mode
  3. RankingParams
  4. hasK
  5. HasLabelCol
  6. HasRecommenderCols
  7. Wrappable
  8. ComplexParamsWritable
  9. MLWritable
  10. Model
  11. Transformer
  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 RankingAdapterModel()

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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[_]): RankingAdapterModel.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): RankingAdapterModel

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    Definition Classes
    RankingAdapterModel → Model → Transformer → 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. final def get[T](param: Param[T]): Option[T]

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

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

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    Definition Classes
    Params
  22. def getItemCol: String

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    Definition Classes
    HasRecommenderCols
  23. def getK: Int

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    Definition Classes
    hasK
  24. def getLabelCol: String

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    Definition Classes
    HasLabelCol
  25. def getMinRatingsPerItem: Int

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    Definition Classes
    RankingParams
  26. def getMinRatingsPerUser: Int

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    Definition Classes
    RankingParams
  27. def getMode: String

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    Definition Classes
    Mode
  28. final def getOrDefault[T](param: Param[T]): T

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

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    Definition Classes
    Params
  30. def getRatingCol: String

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    Definition Classes
    HasRecommenderCols
  31. def getRecommender: Estimator[_ <: Model[_]]

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    Definition Classes
    RankingParams
  32. def getRecommenderModel: Model[_]

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  33. def getUserCol: String

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

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

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    Definition Classes
    Params
  36. def hasParent: Boolean

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    Definition Classes
    Model
  37. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  38. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  39. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  40. final def isDefined(param: Param[_]): Boolean

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

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

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    Definition Classes
    Params
  43. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  44. val itemCol: Param[String]

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    Definition Classes
    HasRecommenderCols
  45. val k: IntParam

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    Definition Classes
    hasK
  46. val labelCol: Param[String]

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    The name of the label column

    The name of the label column

    Definition Classes
    HasLabelCol
  47. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  54. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  59. val minRatingsPerItem: IntParam

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    Definition Classes
    RankingParams
  60. val minRatingsPerUser: IntParam

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    Definition Classes
    RankingParams
  61. val mode: Param[String]

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    Definition Classes
    Mode
  62. final def ne(arg0: AnyRef): Boolean

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

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

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

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    Definition Classes
    Params
  66. var parent: Estimator[RankingAdapterModel]

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    Definition Classes
    Model
  67. val ratingCol: Param[String]

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    Definition Classes
    HasRecommenderCols
  68. def recommendForAllUsers(k: Int): DataFrame

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  69. val recommender: EstimatorParam

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    Definition Classes
    RankingParams
  70. val recommenderModel: TransformerParam

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  71. def save(path: String): Unit

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  77. def setItemCol(value: String): RankingAdapterModel.this.type

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    Definition Classes
    HasRecommenderCols
  78. def setK(value: Int): RankingAdapterModel.this.type

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    Definition Classes
    hasK
  79. def setLabelCol(value: String): RankingAdapterModel.this.type

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    Definition Classes
    HasLabelCol
  80. def setMinRatingsPerItem(value: Int): RankingAdapterModel.this.type

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    Definition Classes
    RankingParams
  81. def setMinRatingsPerUser(value: Int): RankingAdapterModel.this.type

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    Definition Classes
    RankingParams
  82. def setMode(value: String): RankingAdapterModel.this.type

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    Definition Classes
    Mode
  83. def setParent(parent: Estimator[RankingAdapterModel]): RankingAdapterModel

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    Definition Classes
    Model
  84. def setRatingCol(value: String): RankingAdapterModel.this.type

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    Definition Classes
    HasRecommenderCols
  85. def setRecommender(value: Estimator[_ <: Model[_]]): RankingAdapterModel.this.type

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    Definition Classes
    RankingParams
  86. def setRecommenderModel(m: Model[_]): RankingAdapterModel.this.type

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  87. def setUserCol(value: String): RankingAdapterModel.this.type

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

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    Definition Classes
    AnyRef
  89. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  90. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    RankingAdapterModel → Transformer
  91. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  92. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  93. def transformSchema(schema: StructType): StructType

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    Definition Classes
    Mode
  94. def transformSchema(schema: StructType, logging: Boolean): StructType

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

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    Id.

    Id.

    Definition Classes
    RankingAdapterModel → Identifiable
  96. val userCol: Param[String]

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  100. 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 HasRecommenderCols

Inherited from Wrappable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Model[RankingAdapterModel]

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

getParam

param

setParam

Ungrouped