PopRank

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. final val allItemsFrequency: BooleanParam

   

   Whether the overall frequency of items should be used instead of the frequency of items per user Default: false

   Whether the overall frequency of items should be used instead of the frequency of items per user Default: false

   Definition Classes

   PopRankParams

6. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

7. final def clear(param: Param[_]): PopRank.this.type

   

   Definition Classes

   Params

8. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

9. def copy(extra: ParamMap): Estimator[PopRankModel]

   

   Definition Classes

   PopRank → Estimator → PipelineStage → Params

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

    

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    Definition Classes

    Params

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

    

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    protected

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef

13. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

15. def explainParams(): String

    

    Definition Classes

    Params

16. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

18. final val filterUserItems: BooleanParam

    

    Whether the items of a user should be filtered from the recommendations for the user Default: false

    Whether the items of a user should be filtered from the recommendations for the user Default: false

    Definition Classes

    PopRankParams

19. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

20. def fit(dataset: Dataset[_]): PopRankModel

    

    Definition Classes

    PopRank → Estimator

21. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[PopRankModel]

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

22. def fit(dataset: Dataset[_], paramMap: ParamMap): PopRankModel

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

23. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): PopRankModel

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    

    Definition Classes

    Params

25. def getAllItemsFrequency: Boolean

    
    Definition Classes

    PopRankParams

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

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

28. def getFilterUserItems: Boolean

    
    Definition Classes

    PopRankParams

29. def getItemCol: String

    
    Definition Classes

    PopRankParams

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

32. final def getPredictionCol: String

    

    Definition Classes

    HasPredictionCol

33. def getUserCol: String

    
    Definition Classes

    PopRankParams

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

    

    Definition Classes

    Params

35. def hasParam(paramName: String): Boolean

    

    Definition Classes

    Params

36. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

37. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

38. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Definition Classes

    Params

40. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

42. def isTraceEnabled(): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

43. final val itemCol: Param[String]

    

    The name of the item id column of integers from 0 to number of items in training dataset Default: "itemid"

    The name of the item id column of integers from 0 to number of items in training dataset Default: "itemid"

    Definition Classes

    PopRankParams

44. def log: Logger

    

    Attributes

    protected

    Definition Classes

    Logging

45. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

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    Definition Classes

    Logging

46. def logDebug(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

47. def logError(msg: ⇒ String, throwable: Throwable): Unit

    

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    Definition Classes

    Logging

48. def logError(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

49. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    

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    Definition Classes

    Logging

50. def logInfo(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

51. def logName: String

    

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    protected

    Definition Classes

    Logging

52. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

53. def logTrace(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

54. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

55. def logWarning(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Definition Classes

    AnyRef

57. final def notify(): Unit

    

    Definition Classes

    AnyRef

58. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

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

    

    Definition Classes

    Params

60. final val predictionCol: Param[String]

    

    Definition Classes

    HasPredictionCol

61. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

    @Since( "1.6.0" ) @throws( ... )

62. final def set(paramPair: ParamPair[_]): PopRank.this.type

    

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    Definition Classes

    Params

63. final def set(param: String, value: Any): PopRank.this.type

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Definition Classes

    Params

65. def setAllItemsFrequency(value: Boolean): PopRank.this.type

    

66. final def setDefault(paramPairs: ParamPair[_]*): PopRank.this.type

    

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    protected

    Definition Classes

    Params

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

    

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    Definition Classes

    Params

68. def setItemCol(value: String): PopRank.this.type

    

69. def setPredictionCol(value: String): PopRank.this.type

    

70. def setUserCol(value: String): PopRank.this.type

    

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

    

    Definition Classes

    AnyRef

72. def toString(): String

    

    Definition Classes

    Identifiable → AnyRef → Any

73. def transformSchema(schema: StructType): StructType

    

    Definition Classes

    PopRank → PipelineStage

74. def transformSchema(schema: StructType, logging: Boolean): StructType

    

    Attributes

    protected

    Definition Classes

    PipelineStage

    Annotations

    @DeveloperApi()

75. val uid: String

    

    Definition Classes

    PopRank → Identifiable

76. final val userCol: Param[String]

    

    The name of the user id column of integers Default: "userid"

    The name of the user id column of integers Default: "userid"

    Definition Classes

    PopRankParams

77. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

80. def write: MLWriter

    

    Definition Classes

    DefaultParamsWritable → MLWritable