Class

com.github.takemikami.selica.ml.recommendation

ItemBasedCollaborativeFilteringModel

Related Doc: package recommendation

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class ItemBasedCollaborativeFilteringModel extends Model[ItemBasedCollaborativeFilteringModel] with ItemBasedCollaborativeFilteringModelParams

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ItemBasedCollaborativeFilteringModelParams, Model[ItemBasedCollaborativeFilteringModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. ItemBasedCollaborativeFilteringModel
  2. ItemBasedCollaborativeFilteringModelParams
  3. Model
  4. Transformer
  5. PipelineStage
  6. Logging
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
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Visibility
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Instance Constructors

  1. new ItemBasedCollaborativeFilteringModel(uid: String, itemSimilarity: CoordinateMatrix, itemIndex: StringIndexerModel)

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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[_]): ItemBasedCollaborativeFilteringModel.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): ItemBasedCollaborativeFilteringModel

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    Definition Classes
    ItemBasedCollaborativeFilteringModel → 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
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    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 finalize(): Unit

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

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

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    Definition Classes
    Params

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

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

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

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

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

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    Definition Classes
    Params

  24. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  25. def hasParent: Boolean

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    Definition Classes
    Model

  26. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  27. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
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    Logging

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

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    Params

  29. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    Params

  31. def isTraceEnabled(): Boolean

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    Attributes
    protected
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    Logging

  32. val itemCol: Param[String]

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    Definition Classes
    ItemBasedCollaborativeFilteringModelParams

  33. val itemIndex: StringIndexerModel

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  34. val itemIndexCol: Param[String]

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    Definition Classes
    ItemBasedCollaborativeFilteringModelParams

  35. val itemSimilarity: CoordinateMatrix

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  36. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  43. def logName: String

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    Logging

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

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    Logging

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

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    protected
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    Logging

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

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    Logging

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

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    Attributes
    protected
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    Logging

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

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    Definition Classes
    AnyRef

  49. final def notify(): Unit

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    Definition Classes
    AnyRef

  50. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  52. var parent: Estimator[ItemBasedCollaborativeFilteringModel]

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    Definition Classes
    Model

  53. val predictionCol: Param[String]

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    Definition Classes
    ItemBasedCollaborativeFilteringModelParams

  54. val ratingCol: Param[String]

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    Definition Classes
    ItemBasedCollaborativeFilteringModelParams

  55. final def set(paramPair: ParamPair[_]): ItemBasedCollaborativeFilteringModel.this.type

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  56. final def set(param: String, value: Any): ItemBasedCollaborativeFilteringModel.this.type

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    Params

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

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    Definition Classes
    Params

  58. final def setDefault(paramPairs: ParamPair[_]*): ItemBasedCollaborativeFilteringModel.this.type

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    Params

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

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    Attributes
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  60. def setItemCol(value: String): ItemBasedCollaborativeFilteringModel.this.type

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  61. def setItemIndexCol(value: String): ItemBasedCollaborativeFilteringModel.this.type

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  62. def setParent(parent: Estimator[ItemBasedCollaborativeFilteringModel]): ItemBasedCollaborativeFilteringModel

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    Definition Classes
    Model

  63. def setPredictionCol(value: String): ItemBasedCollaborativeFilteringModel.this.type

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  64. def setRatingCol(value: String): ItemBasedCollaborativeFilteringModel.this.type

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  65. def setUserCol(value: String): ItemBasedCollaborativeFilteringModel.this.type

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  66. def setUserIndexCol(value: String): ItemBasedCollaborativeFilteringModel.this.type

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  67. lazy val similarityDataFrame: DataFrame

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  68. val similarityDenseMatrix: DenseMatrix

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

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    Definition Classes
    AnyRef

  70. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    ItemBasedCollaborativeFilteringModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  74. def transformSchema(schema: StructType): StructType

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    Definition Classes
    ItemBasedCollaborativeFilteringModel → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  76. val uid: String

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    Definition Classes
    ItemBasedCollaborativeFilteringModel → Identifiable

  77. val userCol: Param[String]

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    Definition Classes
    ItemBasedCollaborativeFilteringModelParams

  78. val userIndexCol: Param[String]

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    Definition Classes
    ItemBasedCollaborativeFilteringModelParams

  79. final def wait(): Unit

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

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    @throws( ... )

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

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    @throws( ... )

Inherited from ItemBasedCollaborativeFilteringModelParams

Inherited from Model[ItemBasedCollaborativeFilteringModel]

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

Ungrouped