Trait

com.microsoft.ml.spark.recommendation

SARParams

Related Doc: package recommendation

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trait SARParams extends Wrappable with RecommendationParams

Linear Supertypes
RecommendationParams, ALSParams, HasSeed, HasCheckpointInterval, HasRegParam, HasMaxIter, ALSModelParams, HasPredictionCol, Wrappable, HasAdditionalPythonMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
SAR, SARModel
Ordering
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Inherited
  1. SARParams
  2. RecommendationParams
  3. ALSParams
  4. HasSeed
  5. HasCheckpointInterval
  6. HasRegParam
  7. HasMaxIter
  8. ALSModelParams
  9. HasPredictionCol
  10. Wrappable
  11. HasAdditionalPythonMethods
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
  1. Public
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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. val activityTimeFormat: Param[String]

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  6. def additionalPythonMethods(): String

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    Definition Classes
    HasAdditionalPythonMethods

  7. val alpha: DoubleParam

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    Definition Classes
    ALSParams

  8. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  9. val checkedCast: UserDefinedFunction

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    Attributes
    protected[org.apache.spark.ml.recommendation]
    Definition Classes
    ALSModelParams

  10. final val checkpointInterval: IntParam

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    Definition Classes
    HasCheckpointInterval

  11. final def clear(param: Param[_]): SARParams.this.type

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    Definition Classes
    Params

  12. def clone(): AnyRef

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

  13. val coldStartStrategy: Param[String]

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    Definition Classes
    ALSModelParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  19. def explainParams(): String

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    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  22. val finalStorageLevel: Param[String]

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    Definition Classes
    ALSParams

  23. def finalize(): Unit

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

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

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    Definition Classes
    Params

  25. def getAlpha: Double

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    Definition Classes
    ALSParams

  26. final def getCheckpointInterval: Int

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    Definition Classes
    HasCheckpointInterval

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

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    Definition Classes
    AnyRef → Any

  28. def getColdStartStrategy: String

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    Definition Classes
    ALSModelParams

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

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    Definition Classes
    Params

  30. def getFinalStorageLevel: String

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    Definition Classes
    ALSParams

  31. def getImplicitPrefs: Boolean

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    Definition Classes
    ALSParams

  32. def getIntermediateStorageLevel: String

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    Definition Classes
    ALSParams

  33. def getItemCol: String

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    Definition Classes
    ALSModelParams

  34. final def getMaxIter: Int

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    Definition Classes
    HasMaxIter

  35. def getNonnegative: Boolean

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    Definition Classes
    ALSParams

  36. def getNumItemBlocks: Int

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    Definition Classes
    ALSParams

  37. def getNumUserBlocks: Int

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    Definition Classes
    ALSParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  40. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  41. def getRank: Int

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    Definition Classes
    ALSParams

  42. def getRatingCol: String

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    Definition Classes
    ALSParams

  43. final def getRegParam: Double

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    Definition Classes
    HasRegParam

  44. final def getSeed: Long

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    Definition Classes
    HasSeed

  45. def getUserCol: String

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    Definition Classes
    ALSModelParams

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

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    Definition Classes
    Params

  47. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  48. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  49. val implicitPrefs: BooleanParam

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    Definition Classes
    ALSParams

  50. val intermediateStorageLevel: Param[String]

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    Definition Classes
    ALSParams

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

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    Definition Classes
    Params

  52. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  54. val itemCol: Param[String]

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    Definition Classes
    ALSModelParams

  55. final val maxIter: IntParam

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    Definition Classes
    HasMaxIter

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

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    Definition Classes
    AnyRef

  57. val nonnegative: BooleanParam

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    Definition Classes
    ALSParams

  58. final def notify(): Unit

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    Definition Classes
    AnyRef

  59. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  60. val numItemBlocks: IntParam

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    Definition Classes
    ALSParams

  61. val numUserBlocks: IntParam

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    Definition Classes
    ALSParams

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

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    Definition Classes
    Params

  63. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  64. val rank: IntParam

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    Definition Classes
    ALSParams

  65. val ratingCol: Param[String]

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    Definition Classes
    ALSParams

  66. final val regParam: DoubleParam

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    Definition Classes
    HasRegParam

  67. final val seed: LongParam

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    Definition Classes
    HasSeed

  68. final def set(paramPair: ParamPair[_]): SARParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  69. final def set(param: String, value: Any): SARParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  71. def setActivityTimeFormat(value: String): SARParams.this.type

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  72. final def setDefault(paramPairs: ParamPair[_]*): SARParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  74. def setItemCol(value: String): SARParams.this.type

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  75. def setRatingCol(value: String): SARParams.this.type

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  76. def setSimilarityFunction(value: String): SARParams.this.type

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  77. def setStartTime(value: String): SARParams.this.type

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  78. def setStartTimeFormat(value: String): SARParams.this.type

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  79. def setSupportThreshold(value: Int): SARParams.this.type

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  80. def setTimeCol(value: String): SARParams.this.type

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  81. def setTimeDecayCoeff(value: Int): SARParams.this.type

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  82. def setUserCol(value: String): SARParams.this.type

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  83. val similarityFunction: Param[String]

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  84. val startTime: Param[String]

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  85. val startTimeFormat: Param[String]

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  86. val supportThreshold: IntParam

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

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    Definition Classes
    AnyRef

  88. val timeCol: Param[String]

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  89. val timeDecayCoeff: IntParam

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  90. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  91. val userCol: Param[String]

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    Definition Classes
    ALSModelParams

  92. def validateAndTransformSchema(schema: StructType): StructType

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    Attributes
    protected
    Definition Classes
    ALSParams

  93. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from RecommendationParams

Inherited from ALSParams

Inherited from HasSeed

Inherited from HasCheckpointInterval

Inherited from HasRegParam

Inherited from HasMaxIter

Inherited from ALSModelParams

Inherited from HasPredictionCol

Inherited from Wrappable

Inherited from HasAdditionalPythonMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

setParam

Ungrouped