ConfigurationGenerator

Value Members

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

   

   Definition Classes

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2. final def ##(): Int

   

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

   

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4. final val allowableCardinalilties: List[String]

   

   Definition Classes

   ConfigurationDefaults

5. final val allowableCategoricalFilterModes: List[String]

   

   Definition Classes

   ConfigurationDefaults

6. final val allowableCharacterFillStats: List[String]

   

   Definition Classes

   ConfigurationDefaults

7. final val allowableClassificationScoringMetrics: List[String]

   

   Definition Classes

   ConfigurationDefaults

8. final val allowableDateTimeConversionTypes: List[String]

   

   Static restrictions

   Static restrictions

   Definition Classes

   ConfigurationDefaults

9. final val allowableDateTimeConversions: List[String]

   

   Definition Classes

   ConfigurationDefaults

10. final val allowableEvolutionStrategies: List[String]

    

    Definition Classes

    ConfigurationDefaults

11. final val allowableFeatureImportanceCutoffTypes: List[String]

    

    Definition Classes

    ConfigurationDefaults

12. final val allowableFeatureInteractionModes: List[String]

    

    Definition Classes

    ConfigurationDefaults

13. final val allowableGeneticMBORegressorTypes: List[String]

    

    Definition Classes

    ConfigurationDefaults

14. final val allowableHyperSpaceModelTypes: List[String]

    

    Definition Classes

    ConfigurationDefaults

15. final val allowableInitialGenerationIndexMixingModes: List[String]

    

    Definition Classes

    ConfigurationDefaults

16. final val allowableInitialGenerationModes: List[String]

    

    Definition Classes

    ConfigurationDefaults

17. final val allowableKMeansDistanceMeasurements: List[String]

    

    Definition Classes

    ConfigurationDefaults

18. final val allowableLabelBalanceModes: List[String]

    

    Definition Classes

    ConfigurationDefaults

19. final val allowableMlFlowLoggingModes: List[String]

    

    Definition Classes

    ConfigurationDefaults

20. final val allowableMutationMagnitudeMode: List[String]

    

    Definition Classes

    ConfigurationDefaults

21. final val allowableMutationModes: List[String]

    

    Definition Classes

    ConfigurationDefaults

22. final val allowableMutationStrategies: List[String]

    

    Definition Classes

    ConfigurationDefaults

23. final val allowableNAFillModes: List[String]

    

    Definition Classes

    ConfigurationDefaults

24. final val allowableNumericFillStats: List[String]

    

    Definition Classes

    ConfigurationDefaults

25. final val allowableOutlierFilterBounds: List[String]

    

    Definition Classes

    ConfigurationDefaults

26. final val allowablePearsonFilterDirections: List[String]

    

    Definition Classes

    ConfigurationDefaults

27. final val allowablePearsonFilterModes: List[String]

    

    Definition Classes

    ConfigurationDefaults

28. final val allowablePearsonFilterStats: List[String]

    

    Definition Classes

    ConfigurationDefaults

29. final val allowableRegressionScoringMetrics: List[String]

    

    Definition Classes

    ConfigurationDefaults

30. final val allowableScalers: List[String]

    

    Definition Classes

    ConfigurationDefaults

31. final val allowableScoringOptimizationStrategies: List[String]

    

    Definition Classes

    ConfigurationDefaults

32. final val allowableTrainSplitMethods: List[String]

    

    Definition Classes

    ConfigurationDefaults

33. final val allowableVectorMutationMethods: List[String]

    

    Definition Classes

    ConfigurationDefaults

34. def apply(modelFamily: String, predictionType: String, genericConfig: GenericConfig): ConfigurationGenerator

    

35. final def asInstanceOf[T0]: T0

    

    Definition Classes

    Any

36. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

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    @throws( ... )

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

    

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38. def equals(arg0: Any): Boolean

    

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39. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

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    Annotations

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

40. def generateConfigFromMap(modelFamily: String, predictionType: String, config: Map[String, Any]): InstanceConfig

    

41. def generateDefaultConfig(modelFamily: String, predictionType: String): InstanceConfig

    

42. def generateDefaultMainConfig(modelFamily: String, predictionType: String): MainConfig

    

    Method for generating a default configuration if no overrides are specified

    Method for generating a default configuration if no overrides are specified

    modelFamily

    The model family (i.e. RandomForest) to generate a tuned model for

    predictionType

    The type of prediction being made (either classifier or regressor)

    returns

    MainConfig instance

    Since

    0.4.0

43. def generateFeatureImportanceConfig(config: InstanceConfig): FeatureImportanceConfig

    

    Helper method for generating the configuration for executing an exploratory FeatureImportance run

    Helper method for generating the configuration for executing an exploratory FeatureImportance run

    config

    InstanceConfig Object

    returns

    Instance of FeatureImportanceConfig

    Since

    0.5.1

44. def generateInstanceConfigFromJson(json: String): InstanceConfig

    

45. def generateMainConfig(config: InstanceConfig): MainConfig

    

46. def generateMainConfigFromJson(json: String): MainConfig

    

47. def generatePrettyJsonInstanceConfig(config: InstanceConfig): String

    

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

    

    Definition Classes

    AnyRef → Any

49. def getConfigMapKeys: Iterable[String]

    

50. def getDefaultConfig(modelFamily: String, predictionType: String): InstanceConfig

    

    Definition Classes

    ConfigurationDefaults

51. def getDefaultConfigMap(modelFamily: String, predictionType: String): Map[String, Any]

    

52. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

53. final def isInstanceOf[T0]: Boolean

    

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    Any

54. def jsonStrToMap(jsonStr: String): Map[String, Any]

    

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

    

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56. final def notify(): Unit

    

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57. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

58. def oneHotEncodeFlag(family: FamilyValidator): Boolean

    

    Definition Classes

    ConfigurationDefaults

59. def printConfigMapKeys(): Unit

    

60. def printFullConfig(config: MainConfig): Unit

    

    User quality of life method for showing human readable config in pseudo-Map form

    User quality of life method for showing human readable config in pseudo-Map form

    config

    Instance config object

61. def printFullConfig(config: InstanceConfig): Unit

    

    User quality of life method for showing human readable config in pseudo-Map form

    User quality of life method for showing human readable config in pseudo-Map form

    config

    Instance config object

62. def scalingFlag(family: FamilyValidator): Boolean

    

    Definition Classes

    ConfigurationDefaults

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

    

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64. def toString(): String

    

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65. final def wait(): Unit

    

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    @throws( ... )

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

    

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

    

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    @throws( ... )