Trait

com.microsoft.ml.spark

RankingFunctions

Related Doc: package spark

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trait RankingFunctions extends RankingParams with HasRecommenderCols

Linear Supertypes
HasRecommenderCols, RankingParams, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
RankingAdapter, RankingAdapterModel, RankingTrainValidationSplit
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Inherited
  1. RankingFunctions
  2. HasRecommenderCols
  3. RankingParams
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. 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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    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def $[T](param: Param[T]): T

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    Params

  4. final def ==(arg0: Any): Boolean

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  5. final def asInstanceOf[T0]: T0

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    Any

  6. final def clear(param: Param[_]): RankingFunctions.this.type

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  7. def clone(): AnyRef

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    @throws( ... )

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

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

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

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  11. def equals(arg0: Any): Boolean

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

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  13. def explainParams(): String

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    Params

  14. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  16. def filterRatings(dataset: Dataset[_], itemCol: String, userCol: String): DataFrame

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  17. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

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

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

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

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    Params

  21. def getItemCol: String

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    Definition Classes
    HasRecommenderCols

  22. def getMinRatingsPerItem: Int

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    Definition Classes
    RankingParams

  23. def getMinRatingsPerUser: Int

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    Definition Classes
    RankingParams

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

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

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  26. def getRatingCol: String

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    Definition Classes
    HasRecommenderCols

  27. def getUserCol: String

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    Definition Classes
    HasRecommenderCols

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

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  29. def hasParam(paramName: String): Boolean

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  30. def hashCode(): Int

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

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  32. final def isInstanceOf[T0]: Boolean

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

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  34. val itemCol: Param[String]

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    Definition Classes
    HasRecommenderCols

  35. val minRatingsPerItem: IntParam

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    Definition Classes
    RankingParams

  36. val minRatingsPerUser: IntParam

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    Definition Classes
    RankingParams

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

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    AnyRef

  38. final def notify(): Unit

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  39. final def notifyAll(): Unit

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

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  41. def prepareTestData(validationDataset: DataFrame, recs: DataFrame, k: Int): Dataset[_]

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  42. def prepareTestData(userColumn: String, itemColumn: String, validationDataset: DataFrame, recs: DataFrame, k: Int): Dataset[_]

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  43. val ratingCol: Param[String]

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    Definition Classes
    HasRecommenderCols

  44. final def set(paramPair: ParamPair[_]): RankingFunctions.this.type

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  45. final def set(param: String, value: Any): RankingFunctions.this.type

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

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  47. final def setDefault(paramPairs: ParamPair[_]*): RankingFunctions.this.type

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

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  49. def setItemCol(value: String): RankingFunctions.this.type

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    Definition Classes
    HasRecommenderCols

  50. def setMinRatingsPerItem(value: Int): RankingFunctions.this.type

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    Definition Classes
    RankingParams

  51. def setMinRatingsPerUser(value: Int): RankingFunctions.this.type

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    Definition Classes
    RankingParams

  52. def setRatingCol(value: String): RankingFunctions.this.type

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    Definition Classes
    HasRecommenderCols

  53. def setUserCol(value: String): RankingFunctions.this.type

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    Definition Classes
    HasRecommenderCols

  54. def split(dataframe: Dataset[_], trainRatio: Double, itemCol: String, userCol: String, ratingCol: String): (DataFrame, DataFrame)

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

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    AnyRef

  56. def toString(): String

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    Identifiable → AnyRef → Any

  57. val userCol: Param[String]

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    Definition Classes
    HasRecommenderCols

  58. final def wait(): Unit

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    @throws( ... )

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

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

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Inherited from HasRecommenderCols

Inherited from RankingParams

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameter setters

Parameter getters

Members