Class/Object

com.microsoft.ml.spark

RankingAdapterModel

Related Docs: object RankingAdapterModel | package spark

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class RankingAdapterModel extends Model[RankingAdapterModel] with ComplexParamsWritable with Wrappable with RankingFunctions

Model from train validation split.

Linear Supertypes
RankingFunctions, HasRecommenderCols, RankingParams, Wrappable, ComplexParamsWritable, MLWritable, Model[RankingAdapterModel], Transformer, PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. RankingAdapterModel
  2. RankingFunctions
  3. HasRecommenderCols
  4. RankingParams
  5. Wrappable
  6. ComplexParamsWritable
  7. MLWritable
  8. Model
  9. Transformer
  10. PipelineStage
  11. Logging
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
  1. Public
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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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  7. def clone(): AnyRef

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

  8. def copy(extra: ParamMap): RankingAdapterModel

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    Definition Classes
    RankingAdapterModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  14. def explainParams(): String

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    Definition Classes
    Params

  15. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  17. def filterRatings(dataset: Dataset[_], itemCol: String, userCol: String): DataFrame

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    Definition Classes
    RankingFunctions

  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 getMinRatingsPerItem: Int

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    Definition Classes
    RankingParams

  24. def getMinRatingsPerUser: Int

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    Definition Classes
    RankingParams

  25. def getMode: String

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  26. def getNItems: Int

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  27. def getNUsers: Int

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  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 getRecommenderModel: Model[_]

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  32. def getUserCol: String

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    Definition Classes
    HasRecommenderCols

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

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    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  35. def hasParent: Boolean

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    Definition Classes
    Model

  36. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  38. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  42. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  43. val itemCol: Param[String]

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    Definition Classes
    HasRecommenderCols

  44. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  51. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  56. val minRatingsPerItem: IntParam

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    Definition Classes
    RankingParams

  57. val minRatingsPerUser: IntParam

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    Definition Classes
    RankingParams

  58. val mode: Param[String]

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  59. val nItems: IntParam

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  60. val nUsers: IntParam

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

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    Definition Classes
    AnyRef

  62. final def notify(): Unit

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    Definition Classes
    AnyRef

  63. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  65. var parent: Estimator[RankingAdapterModel]

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    Definition Classes
    Model

  66. def prepareTestData(validationDataset: DataFrame, recs: DataFrame, k: Int): Dataset[_]

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    Definition Classes
    RankingFunctions

  67. def prepareTestData(userColumn: String, itemColumn: String, validationDataset: DataFrame, recs: DataFrame, k: Int): Dataset[_]

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    Definition Classes
    RankingFunctions

  68. val ratingCol: Param[String]

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    Definition Classes
    HasRecommenderCols

  69. def recommendForAllItems(i: Int): DataFrame

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  70. def recommendForAllUsers(i: Int): DataFrame

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  71. val recommenderModel: TransformerParam

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  72. def save(path: String): Unit

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

  73. final def set(paramPair: ParamPair[_]): RankingAdapterModel.this.type

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    Attributes
    protected
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    Params

  74. final def set(param: String, value: Any): RankingAdapterModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  76. final def setDefault(paramPairs: ParamPair[_]*): RankingAdapterModel.this.type

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  78. def setItemCol(value: String): RankingAdapterModel.this.type

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    Definition Classes
    HasRecommenderCols

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

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    Definition Classes
    RankingParams

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

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    Definition Classes
    RankingParams

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

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  82. def setNItems(value: Int): RankingAdapterModel.this.type

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  83. def setNUsers(value: Int): RankingAdapterModel.this.type

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  84. def setParent(parent: Estimator[RankingAdapterModel]): RankingAdapterModel

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    Definition Classes
    Model

  85. def setRatingCol(value: String): RankingAdapterModel.this.type

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    Definition Classes
    HasRecommenderCols

  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. def split(dataframe: Dataset[_], trainRatio: Double, itemCol: String, userCol: String, ratingCol: String): (DataFrame, DataFrame)

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    Definition Classes
    RankingFunctions

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

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    Definition Classes
    AnyRef

  90. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  91. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    RankingAdapterModel → Transformer

  92. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  93. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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

  94. def transformSchema(schema: StructType): StructType

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    Definition Classes
    RankingAdapterModel → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  96. val uid: String

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    Id.

    Id.

    Definition Classes
    RankingAdapterModel → Identifiable

  97. val userCol: Param[String]

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    Definition Classes
    HasRecommenderCols

  98. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  101. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from RankingFunctions

Inherited from HasRecommenderCols

Inherited from RankingParams

Inherited from Wrappable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Model[RankingAdapterModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from org.apache.spark.internal.Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameter setters

Parameter getters

Members