Trait

com.microsoft.ml.spark

SARParams

Related Doc: package spark

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trait SARParams extends Wrappable with RecommendationParams

Linear Supertypes
RecommendationParams, ALSParams, HasSeed, HasCheckpointInterval, HasRegParam, HasMaxIter, ALSModelParams, HasPredictionCol, Wrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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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. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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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. val alpha: DoubleParam

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    Definition Classes
    ALSParams
  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  8. val checkedCast: UserDefinedFunction

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    Attributes
    protected[org.apache.spark.ml.recommendation]
    Definition Classes
    ALSModelParams
  9. final val checkpointInterval: IntParam

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    Definition Classes
    HasCheckpointInterval
  10. final def clear(param: Param[_]): SARParams.this.type

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    Definition Classes
    Params
  11. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  12. val coldStartStrategy: Param[String]

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    Definition Classes
    ALSModelParams
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  15. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  17. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  18. def explainParams(): String

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    Definition Classes
    Params
  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  20. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  21. val finalStorageLevel: Param[String]

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    Definition Classes
    ALSParams
  22. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  24. def getAlpha: Double

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    Definition Classes
    ALSParams
  25. final def getCheckpointInterval: Int

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    Definition Classes
    HasCheckpointInterval
  26. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  27. def getColdStartStrategy: String

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

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    Definition Classes
    Params
  29. def getFinalStorageLevel: String

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    Definition Classes
    ALSParams
  30. def getImplicitPrefs: Boolean

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    Definition Classes
    ALSParams
  31. def getIntermediateStorageLevel: String

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    Definition Classes
    ALSParams
  32. def getItemCol: String

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    Definition Classes
    ALSModelParams
  33. final def getMaxIter: Int

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    Definition Classes
    HasMaxIter
  34. def getNonnegative: Boolean

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    Definition Classes
    ALSParams
  35. def getNumItemBlocks: Int

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    Definition Classes
    ALSParams
  36. def getNumUserBlocks: Int

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

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

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    Definition Classes
    Params
  39. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol
  40. def getRank: Int

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    Definition Classes
    ALSParams
  41. def getRatingCol: String

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    Definition Classes
    ALSParams
  42. final def getRegParam: Double

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    Definition Classes
    HasRegParam
  43. final def getSeed: Long

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    Definition Classes
    HasSeed
  44. def getUserCol: String

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    Definition Classes
    ALSModelParams
  45. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  47. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  48. val implicitPrefs: BooleanParam

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    Definition Classes
    ALSParams
  49. val intermediateStorageLevel: Param[String]

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    Definition Classes
    ALSParams
  50. final def isDefined(param: Param[_]): Boolean

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

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

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    Definition Classes
    Params
  53. val itemCol: Param[String]

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    Definition Classes
    ALSModelParams
  54. final val maxIter: IntParam

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    Definition Classes
    HasMaxIter
  55. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  56. val nonnegative: BooleanParam

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    Definition Classes
    ALSParams
  57. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  59. val numItemBlocks: IntParam

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    Definition Classes
    ALSParams
  60. val numUserBlocks: IntParam

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    Definition Classes
    ALSParams
  61. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  62. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol
  63. val rank: IntParam

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    Definition Classes
    ALSParams
  64. val ratingCol: Param[String]

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    Definition Classes
    ALSParams
  65. final val regParam: DoubleParam

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    Definition Classes
    HasRegParam
  66. final val seed: LongParam

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    Definition Classes
    HasSeed
  67. final def set(paramPair: ParamPair[_]): SARParams.this.type

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    Attributes
    protected
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    Params
  68. final def set(param: String, value: Any): SARParams.this.type

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

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    Definition Classes
    Params
  70. def setActivityTimeFormat(value: String): SARParams.this.type

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

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

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    Attributes
    protected
    Definition Classes
    Params
  73. def setItemCol(value: String): SARParams.this.type

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

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

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

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

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

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

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

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

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  82. val similarityFunction: Param[String]

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  83. val startTime: Param[String]

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  84. val startTimeFormat: Param[String]

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  85. val supportThreshold: IntParam

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

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    Definition Classes
    AnyRef
  87. val timeCol: Param[String]

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  88. val timeDecayCoeff: IntParam

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  89. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  90. val userCol: Param[String]

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    Definition Classes
    ALSModelParams
  91. def validateAndTransformSchema(schema: StructType): StructType

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    Attributes
    protected
    Definition Classes
    ALSParams
  92. final def wait(): Unit

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  94. 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 Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameter setters

Members