Class/Object

com.microsoft.ml.spark

RankingAdapterModel

Related Docs: object RankingAdapterModel | package spark

Permalink

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, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Grouped
  2. Alphabetic
  3. 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
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new RankingAdapterModel()

    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[_]): RankingAdapterModel.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): RankingAdapterModel

    Permalink
    Definition Classes
    RankingAdapterModel → Model → Transformer → PipelineStage → 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 explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  14. def explainParams(): String

    Permalink
    Definition Classes
    Params

  15. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  17. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  21. def getItemCol: String

    Permalink
    Definition Classes
    HasRecommenderCols

  22. def getK: Int

    Permalink

    Definition Classes
    hasK

  23. def getLabelCol: String

    Permalink

    Definition Classes
    HasLabelCol

  24. def getMinRatingsPerItem: Int

    Permalink

    Definition Classes
    RankingParams

  25. def getMinRatingsPerUser: Int

    Permalink

    Definition Classes
    RankingParams

  26. def getMode: String

    Permalink

    Definition Classes
    Mode

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  29. def getRatingCol: String

    Permalink
    Definition Classes
    HasRecommenderCols

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

    Permalink

    Definition Classes
    RankingParams

  31. def getRecommenderModel: Model[_]

    Permalink

  32. def getUserCol: String

    Permalink
    Definition Classes
    HasRecommenderCols

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

    Permalink
    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  35. def hasParent: Boolean

    Permalink
    Definition Classes
    Model

  36. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  38. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    Params

  40. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  42. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  43. val itemCol: Param[String]

    Permalink
    Definition Classes
    HasRecommenderCols

  44. val k: IntParam

    Permalink
    Definition Classes
    hasK

  45. val labelCol: Param[String]

    Permalink

    The name of the label column

    The name of the label column

    Definition Classes
    HasLabelCol

  46. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  53. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  58. val minRatingsPerItem: IntParam

    Permalink
    Definition Classes
    RankingParams

  59. val minRatingsPerUser: IntParam

    Permalink
    Definition Classes
    RankingParams

  60. val mode: Param[String]

    Permalink
    Definition Classes
    Mode

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

    Permalink
    Definition Classes
    AnyRef

  62. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  63. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    Params

  65. var parent: Estimator[RankingAdapterModel]

    Permalink
    Definition Classes
    Model

  66. val ratingCol: Param[String]

    Permalink
    Definition Classes
    HasRecommenderCols

  67. def recommendForAllUsers(k: Int): DataFrame

    Permalink

  68. val recommender: EstimatorParam

    Permalink
    Definition Classes
    RankingParams

  69. val recommenderModel: TransformerParam

    Permalink

  70. def save(path: String): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink

    Definition Classes
    HasRecommenderCols

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

    Permalink

    Definition Classes
    hasK

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

    Permalink

    Definition Classes
    HasLabelCol

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

    Permalink

    Definition Classes
    RankingParams

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

    Permalink

    Definition Classes
    RankingParams

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

    Permalink

    Definition Classes
    Mode

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

    Permalink
    Definition Classes
    Model

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

    Permalink

    Definition Classes
    HasRecommenderCols

  84. def setRecommender(value: Estimator[_ <: Model[_]]): RankingAdapterModel.this.type

    Permalink

    Definition Classes
    RankingParams

  85. def setRecommenderModel(m: Model[_]): RankingAdapterModel.this.type

    Permalink

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

    Permalink

    Definition Classes
    HasRecommenderCols

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

    Permalink
    Definition Classes
    AnyRef

  88. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Definition Classes
    RankingAdapterModel → Transformer

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

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

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

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

  92. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    Mode

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  94. val uid: String

    Permalink

    Id.

    Id.

    Definition Classes
    RankingAdapterModel → Identifiable

  95. val userCol: Param[String]

    Permalink
    Definition Classes
    HasRecommenderCols

  96. final def wait(): Unit

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

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

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

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

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

  99. def write: MLWriter

    Permalink
    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 org.apache.spark.internal.Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameters

A list of parameter keys this algorithm can take. Users can set and get the parameter values through setters and getters

Parameter setters

Parameter getters

Members