trait SARParams extends Wrappable with RecommendationParams

Linear Supertypes
RecommendationParams, ALSParams, HasSeed, HasCheckpointInterval, HasRegParam, HasMaxIter, ALSModelParams, HasBlockSize, HasPredictionCol, Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
SAR, SARModel
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. SARParams
  2. RecommendationParams
  3. ALSParams
  4. HasSeed
  5. HasCheckpointInterval
  6. HasRegParam
  7. HasMaxIter
  8. ALSModelParams
  9. HasBlockSize
  10. HasPredictionCol
  11. Wrappable
  12. RWrappable
  13. PythonWrappable
  14. BaseWrappable
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. val activityTimeFormat: Param[String]
  6. val alpha: DoubleParam
    Definition Classes
    ALSParams
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. final val blockSize: IntParam
    Definition Classes
    HasBlockSize
  9. def checkIntegers(dataset: Dataset[_], colName: String): Column
    Attributes
    protected[org.apache.spark.ml.recommendation]
    Definition Classes
    ALSModelParams
  10. final val checkpointInterval: IntParam
    Definition Classes
    HasCheckpointInterval
  11. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  12. final def clear(param: Param[_]): SARParams.this.type
    Definition Classes
    Params
  13. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  14. val coldStartStrategy: Param[String]
    Definition Classes
    ALSModelParams
  15. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  16. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  18. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  19. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  21. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  22. def explainParams(): String
    Definition Classes
    Params
  23. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  24. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  25. val finalStorageLevel: Param[String]
    Definition Classes
    ALSParams
  26. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  27. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. def getAlpha: Double
    Definition Classes
    ALSParams
  29. final def getBlockSize: Int
    Definition Classes
    HasBlockSize
  30. final def getCheckpointInterval: Int
    Definition Classes
    HasCheckpointInterval
  31. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  32. def getColdStartStrategy: String
    Definition Classes
    ALSModelParams
  33. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  34. def getFinalStorageLevel: String
    Definition Classes
    ALSParams
  35. def getImplicitPrefs: Boolean
    Definition Classes
    ALSParams
  36. def getIntermediateStorageLevel: String
    Definition Classes
    ALSParams
  37. def getItemCol: String
    Definition Classes
    ALSModelParams
  38. final def getMaxIter: Int
    Definition Classes
    HasMaxIter
  39. def getNonnegative: Boolean
    Definition Classes
    ALSParams
  40. def getNumItemBlocks: Int
    Definition Classes
    ALSParams
  41. def getNumUserBlocks: Int
    Definition Classes
    ALSParams
  42. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  43. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  44. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  45. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  46. def getRank: Int
    Definition Classes
    ALSParams
  47. def getRatingCol: String
    Definition Classes
    ALSParams
  48. final def getRegParam: Double
    Definition Classes
    HasRegParam
  49. final def getSeed: Long
    Definition Classes
    HasSeed
  50. def getUserCol: String
    Definition Classes
    ALSModelParams
  51. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  52. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  53. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  54. val implicitPrefs: BooleanParam
    Definition Classes
    ALSParams
  55. val intermediateStorageLevel: Param[String]
    Definition Classes
    ALSParams
  56. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  57. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  58. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  59. val itemCol: Param[String]
    Definition Classes
    ALSModelParams
  60. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  61. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  62. final val maxIter: IntParam
    Definition Classes
    HasMaxIter
  63. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  64. val nonnegative: BooleanParam
    Definition Classes
    ALSParams
  65. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  66. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  67. val numItemBlocks: IntParam
    Definition Classes
    ALSParams
  68. val numUserBlocks: IntParam
    Definition Classes
    ALSParams
  69. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  70. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  71. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  72. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  73. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  74. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  75. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  76. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  78. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  79. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  80. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  82. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  91. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  92. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  93. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  94. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  95. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  96. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  97. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  98. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  99. val rank: IntParam
    Definition Classes
    ALSParams
  100. val ratingCol: Param[String]
    Definition Classes
    ALSParams
  101. final val regParam: DoubleParam
    Definition Classes
    HasRegParam
  102. final val seed: LongParam
    Definition Classes
    HasSeed
  103. final def set(paramPair: ParamPair[_]): SARParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  104. final def set(param: String, value: Any): SARParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  105. final def set[T](param: Param[T], value: T): SARParams.this.type
    Definition Classes
    Params
  106. def setActivityTimeFormat(value: String): SARParams.this.type
  107. def setAlpha(value: Double): SARParams.this.type

    Definition Classes
    RecommendationParams
  108. def setBlockSize(value: Int): SARParams.this.type

    Definition Classes
    RecommendationParams
  109. def setCheckpointInterval(value: Int): SARParams.this.type

    Definition Classes
    RecommendationParams
  110. def setColdStartStrategy(value: String): SARParams.this.type

    Definition Classes
    RecommendationParams
  111. final def setDefault(paramPairs: ParamPair[_]*): SARParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  112. final def setDefault[T](param: Param[T], value: T): SARParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  113. def setFinalStorageLevel(value: String): SARParams.this.type

    Definition Classes
    RecommendationParams
  114. def setImplicitPrefs(value: Boolean): SARParams.this.type

    Definition Classes
    RecommendationParams
  115. def setIntermediateStorageLevel(value: String): SARParams.this.type

    Definition Classes
    RecommendationParams
  116. def setItemCol(value: String): SARParams.this.type

  117. def setMaxIter(value: Int): SARParams.this.type

    Definition Classes
    RecommendationParams
  118. def setNonnegative(value: Boolean): SARParams.this.type

    Definition Classes
    RecommendationParams
  119. def setNumItemBlocks(value: Int): SARParams.this.type

    Definition Classes
    RecommendationParams
  120. def setNumUserBlocks(value: Int): SARParams.this.type

    Definition Classes
    RecommendationParams
  121. def setPredictionCol(value: String): SARParams.this.type

    Definition Classes
    RecommendationParams
  122. def setRank(value: Int): SARParams.this.type

    Definition Classes
    RecommendationParams
  123. def setRatingCol(value: String): SARParams.this.type

  124. def setRegParam(value: Double): SARParams.this.type

    Definition Classes
    RecommendationParams
  125. def setSeed(value: Long): SARParams.this.type

    Definition Classes
    RecommendationParams
  126. def setSimilarityFunction(value: String): SARParams.this.type

  127. def setStartTime(value: String): SARParams.this.type
  128. def setStartTimeFormat(value: String): SARParams.this.type
  129. def setSupportThreshold(value: Int): SARParams.this.type
  130. def setTimeCol(value: String): SARParams.this.type

  131. def setTimeDecayCoeff(value: Int): SARParams.this.type
  132. def setUserCol(value: String): SARParams.this.type

  133. val similarityFunction: Param[String]
  134. val startTime: Param[String]
  135. val startTimeFormat: Param[String]
  136. val supportThreshold: IntParam
  137. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  138. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  139. val timeCol: Param[String]
  140. val timeDecayCoeff: IntParam
  141. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  142. val userCol: Param[String]
    Definition Classes
    ALSModelParams
  143. def validateAndTransformSchema(schema: StructType): StructType
    Attributes
    protected
    Definition Classes
    ALSParams
  144. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  145. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  146. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from RecommendationParams

Inherited from ALSParams

Inherited from HasSeed

Inherited from HasCheckpointInterval

Inherited from HasRegParam

Inherited from HasMaxIter

Inherited from ALSModelParams

Inherited from HasBlockSize

Inherited from HasPredictionCol

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

setParam

Ungrouped