ComputeModelStatistics

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

   

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5. def BooleanParam(i: Identifiable, name: String, description: String, default: Boolean): BooleanParam

   

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   Wrappable

6. def BooleanParam(i: Identifiable, name: String, description: String): BooleanParam

   

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7. def DoubleParam(i: Identifiable, name: String, description: String, default: Double): DoubleParam

   

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8. def DoubleParam(i: Identifiable, name: String, description: String): DoubleParam

   

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9. def IntParam(i: Identifiable, name: String, description: String, validation: (Int) ⇒ Boolean): IntParam

   

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10. def IntParam(i: Identifiable, name: String, description: String, default: Int): IntParam

    

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11. def IntParam(i: Identifiable, name: String, description: String): IntParam

    

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12. def LongParam(i: Identifiable, name: String, description: String, default: Long): LongParam

    

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13. def LongParam(i: Identifiable, name: String, description: String): LongParam

    

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14. def StringParam(i: Identifiable, name: String, description: String, default: String, domain: Seq[String]): Param[String]

    

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15. def StringParam(i: Identifiable, name: String, description: String, default: String): Param[String]

    

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16. def StringParam(i: Identifiable, name: String, description: String, validation: (String) ⇒ Boolean): Param[String]

    

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17. def StringParam(i: Identifiable, name: String, description: String): Param[String]

    

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18. final def asInstanceOf[T0]: T0

    

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    Any

19. def chainedUid(origin: String): String

    

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    Wrappable

20. final def clear(param: Param[_]): ComputeModelStatistics.this.type

    

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21. def clone(): AnyRef

    

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    protected[java.lang]

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    @throws( ... )

22. def copy(extra: ParamMap): Transformer

    

    Definition Classes

    ComputeModelStatistics → Transformer → PipelineStage → Params

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

    

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

    

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

    

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    AnyRef

26. def equals(arg0: Any): Boolean

    

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    AnyRef → Any

27. val evaluationMetric: Param[String]

    

    Definition Classes

    HasEvaluationMetric

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

    

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29. def explainParams(): String

    

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30. final def extractParamMap(): ParamMap

    

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

    

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32. def finalize(): Unit

    

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    protected[java.lang]

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

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

    

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

    

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

    

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    Params

36. def getEvaluationMetric: String

    
    Definition Classes

    HasEvaluationMetric

37. def getLabelCol: String

    
    Definition Classes

    HasLabelCol

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

    

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

    

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    Params

40. def getScoredLabelsCol: String

    
    Definition Classes

    HasScoredLabelsCol

41. def getScoresCol: String

    
    Definition Classes

    HasScoresCol

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

    

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43. def hasParam(paramName: String): Boolean

    

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44. def hashCode(): Int

    

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

    

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    Logging

46. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

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

    

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48. final def isInstanceOf[T0]: Boolean

    

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

    

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50. def isTraceEnabled(): Boolean

    

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51. val labelCol: Param[String]

    

    The name of the label column

    The name of the label column

    Definition Classes

    HasLabelCol

52. def log: Logger

    

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    Logging

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

    

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54. def logDebug(msg: ⇒ String): Unit

    

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

    

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56. def logError(msg: ⇒ String): Unit

    

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

    

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58. def logInfo(msg: ⇒ String): Unit

    

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59. def logName: String

    

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

    

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61. def logTrace(msg: ⇒ String): Unit

    

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

    

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

    

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64. lazy val metricsLogger: MetricsLogger

    

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

    

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66. final def notify(): Unit

    

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67. final def notifyAll(): Unit

    

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68. val paramDomains: Map[String, Seq[String]]

    

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    Wrappable

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

    

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    Params

70. var rocCurve: DataFrame

    

    The ROC curve evaluated for a binary classifier.

71. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

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

72. val scoredLabelsCol: Param[String]

    

    The name of the scored labels column

    The name of the scored labels column

    Definition Classes

    HasScoredLabelsCol

73. val scoresCol: Param[String]

    

    The name of the scores column

    The name of the scores column

    Definition Classes

    HasScoresCol

74. final def set(paramPair: ParamPair[_]): ComputeModelStatistics.this.type

    

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75. final def set(param: String, value: Any): ComputeModelStatistics.this.type

    

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

    

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77. final def setDefault(paramPairs: ParamPair[_]*): ComputeModelStatistics.this.type

    

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

    

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79. def setEvaluationMetric(value: String): ComputeModelStatistics.this.type

    
    Definition Classes

    HasEvaluationMetric

80. def setLabelCol(value: String): ComputeModelStatistics.this.type

    
    Definition Classes

    HasLabelCol

81. def setScoredLabelsCol(value: String): ComputeModelStatistics.this.type

    
    Definition Classes

    HasScoredLabelsCol

82. def setScoresCol(value: String): ComputeModelStatistics.this.type

    
    Definition Classes

    HasScoresCol

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

    

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    AnyRef

84. def toString(): String

    

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    Identifiable → AnyRef → Any

85. def transform(dataset: Dataset[_]): DataFrame

    

    Calculates the metrics for the given dataset and model.

    Calculates the metrics for the given dataset and model.

    returns

    DataFrame whose columns contain the calculated metrics

    Definition Classes

    ComputeModelStatistics → Transformer

86. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    

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    Transformer

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    @Since( "2.0.0" )

87. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    

    Definition Classes

    Transformer

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    @Since( "2.0.0" ) @varargs()

88. def transformSchema(schema: StructType): StructType

    

    Definition Classes

    ComputeModelStatistics → PipelineStage

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

    

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    PipelineStage

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    @DeveloperApi()

90. val uid: String

    

    Definition Classes

    ComputeModelStatistics → Identifiable

91. final def wait(): Unit

    

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

    

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

    

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94. def write: MLWriter

    

    Definition Classes

    DefaultParamsWritable → MLWritable