Packages

t

org.apache.spark.ml.recommendation

RecommendationParams

trait RecommendationParams extends ALSParams

Linear Supertypes
ALSParams, HasSeed, HasCheckpointInterval, HasRegParam, HasMaxIter, ALSModelParams, HasBlockSize, HasPredictionCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
RankingTrainValidationSplit, SAR, SARModel, SARParams
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. RecommendationParams
  2. ALSParams
  3. HasSeed
  4. HasCheckpointInterval
  5. HasRegParam
  6. HasMaxIter
  7. ALSModelParams
  8. HasBlockSize
  9. HasPredictionCol
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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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. val alpha: DoubleParam
    Definition Classes
    ALSParams
  2. final val blockSize: IntParam
    Definition Classes
    HasBlockSize
  3. final val checkpointInterval: IntParam
    Definition Classes
    HasCheckpointInterval
  4. final def clear(param: Param[_]): RecommendationParams.this.type
    Definition Classes
    Params
  5. val coldStartStrategy: Param[String]
    Definition Classes
    ALSModelParams
  6. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  7. def explainParams(): String
    Definition Classes
    Params
  8. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  9. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  10. val finalStorageLevel: Param[String]
    Definition Classes
    ALSParams
  11. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. def getAlpha: Double
    Definition Classes
    ALSParams
  13. final def getBlockSize: Int
    Definition Classes
    HasBlockSize
  14. final def getCheckpointInterval: Int
    Definition Classes
    HasCheckpointInterval
  15. def getColdStartStrategy: String
    Definition Classes
    ALSModelParams
  16. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  17. def getFinalStorageLevel: String
    Definition Classes
    ALSParams
  18. def getImplicitPrefs: Boolean
    Definition Classes
    ALSParams
  19. def getIntermediateStorageLevel: String
    Definition Classes
    ALSParams
  20. def getItemCol: String
    Definition Classes
    ALSModelParams
  21. final def getMaxIter: Int
    Definition Classes
    HasMaxIter
  22. def getNonnegative: Boolean
    Definition Classes
    ALSParams
  23. def getNumItemBlocks: Int
    Definition Classes
    ALSParams
  24. def getNumUserBlocks: Int
    Definition Classes
    ALSParams
  25. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  26. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  27. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  28. def getRank: Int
    Definition Classes
    ALSParams
  29. def getRatingCol: String
    Definition Classes
    ALSParams
  30. final def getRegParam: Double
    Definition Classes
    HasRegParam
  31. final def getSeed: Long
    Definition Classes
    HasSeed
  32. def getUserCol: String
    Definition Classes
    ALSModelParams
  33. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  34. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  35. val implicitPrefs: BooleanParam
    Definition Classes
    ALSParams
  36. val intermediateStorageLevel: Param[String]
    Definition Classes
    ALSParams
  37. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  38. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  39. val itemCol: Param[String]
    Definition Classes
    ALSModelParams
  40. final val maxIter: IntParam
    Definition Classes
    HasMaxIter
  41. val nonnegative: BooleanParam
    Definition Classes
    ALSParams
  42. val numItemBlocks: IntParam
    Definition Classes
    ALSParams
  43. val numUserBlocks: IntParam
    Definition Classes
    ALSParams
  44. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  45. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  46. val rank: IntParam
    Definition Classes
    ALSParams
  47. val ratingCol: Param[String]
    Definition Classes
    ALSParams
  48. final val regParam: DoubleParam
    Definition Classes
    HasRegParam
  49. final val seed: LongParam
    Definition Classes
    HasSeed
  50. final def set[T](param: Param[T], value: T): RecommendationParams.this.type
    Definition Classes
    Params
  51. def setAlpha(value: Double): RecommendationParams.this.type

  52. def setBlockSize(value: Int): RecommendationParams.this.type

  53. def setCheckpointInterval(value: Int): RecommendationParams.this.type

  54. def setColdStartStrategy(value: String): RecommendationParams.this.type

  55. def setFinalStorageLevel(value: String): RecommendationParams.this.type

  56. def setImplicitPrefs(value: Boolean): RecommendationParams.this.type

  57. def setIntermediateStorageLevel(value: String): RecommendationParams.this.type

  58. def setMaxIter(value: Int): RecommendationParams.this.type

  59. def setNonnegative(value: Boolean): RecommendationParams.this.type

  60. def setNumItemBlocks(value: Int): RecommendationParams.this.type

  61. def setNumUserBlocks(value: Int): RecommendationParams.this.type

  62. def setPredictionCol(value: String): RecommendationParams.this.type

  63. def setRank(value: Int): RecommendationParams.this.type

  64. def setRegParam(value: Double): RecommendationParams.this.type

  65. def setSeed(value: Long): RecommendationParams.this.type

  66. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  67. val userCol: Param[String]
    Definition Classes
    ALSModelParams