Class

com.databricks.labs.automl.params

MainConfig

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case class MainConfig(modelFamily: String, labelCol: String, featuresCol: String, naFillFlag: Boolean, varianceFilterFlag: Boolean, outlierFilterFlag: Boolean, pearsonFilteringFlag: Boolean, covarianceFilteringFlag: Boolean, oneHotEncodeFlag: Boolean, scalingFlag: Boolean, featureInteractionFlag: Boolean, dataPrepCachingFlag: Boolean, dataPrepParallelism: Int, autoStoppingFlag: Boolean, autoStoppingScore: Double, featureImportanceCutoffType: String, featureImportanceCutoffValue: Double, dateTimeConversionType: String, fieldsToIgnoreInVector: Array[String], numericBoundaries: Map[String, (Double, Double)], stringBoundaries: Map[String, List[String]], scoringMetric: String, scoringOptimizationStrategy: String, fillConfig: FillConfig, outlierConfig: OutlierConfig, pearsonConfig: PearsonConfig, covarianceConfig: CovarianceConfig, featureInteractionConfig: FeatureInteractionConfig, scalingConfig: ScalingConfig, geneticConfig: GeneticConfig, mlFlowLoggingFlag: Boolean, mlFlowLogArtifactsFlag: Boolean, mlFlowConfig: MLFlowConfig, inferenceConfigSaveLocation: String, dataReductionFactor: Double, pipelineDebugFlag: Boolean, pipelineId: String) extends Product with Serializable

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Instance Constructors

  1. new MainConfig(modelFamily: String, labelCol: String, featuresCol: String, naFillFlag: Boolean, varianceFilterFlag: Boolean, outlierFilterFlag: Boolean, pearsonFilteringFlag: Boolean, covarianceFilteringFlag: Boolean, oneHotEncodeFlag: Boolean, scalingFlag: Boolean, featureInteractionFlag: Boolean, dataPrepCachingFlag: Boolean, dataPrepParallelism: Int, autoStoppingFlag: Boolean, autoStoppingScore: Double, featureImportanceCutoffType: String, featureImportanceCutoffValue: Double, dateTimeConversionType: String, fieldsToIgnoreInVector: Array[String], numericBoundaries: Map[String, (Double, Double)], stringBoundaries: Map[String, List[String]], scoringMetric: String, scoringOptimizationStrategy: String, fillConfig: FillConfig, outlierConfig: OutlierConfig, pearsonConfig: PearsonConfig, covarianceConfig: CovarianceConfig, featureInteractionConfig: FeatureInteractionConfig, scalingConfig: ScalingConfig, geneticConfig: GeneticConfig, mlFlowLoggingFlag: Boolean, mlFlowLogArtifactsFlag: Boolean, mlFlowConfig: MLFlowConfig, inferenceConfigSaveLocation: String, dataReductionFactor: Double, pipelineDebugFlag: Boolean, pipelineId: String)

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Value Members

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

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  2. final def ##(): Int

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

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  4. final def asInstanceOf[T0]: T0

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  5. val autoStoppingFlag: Boolean

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  6. val autoStoppingScore: Double

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  7. def clone(): AnyRef

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  8. val covarianceConfig: CovarianceConfig

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  9. val covarianceFilteringFlag: Boolean

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  10. val dataPrepCachingFlag: Boolean

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  11. val dataPrepParallelism: Int

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  12. val dataReductionFactor: Double

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  13. val dateTimeConversionType: String

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

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  15. val featureImportanceCutoffType: String

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  16. val featureImportanceCutoffValue: Double

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  17. val featureInteractionConfig: FeatureInteractionConfig

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  18. val featureInteractionFlag: Boolean

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  19. val featuresCol: String

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  20. val fieldsToIgnoreInVector: Array[String]

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  21. val fillConfig: FillConfig

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  22. def finalize(): Unit

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

  23. val geneticConfig: GeneticConfig

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

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  25. val inferenceConfigSaveLocation: String

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  26. final def isInstanceOf[T0]: Boolean

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  27. val labelCol: String

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  28. val mlFlowConfig: MLFlowConfig

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  29. val mlFlowLogArtifactsFlag: Boolean

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  30. val mlFlowLoggingFlag: Boolean

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  31. val modelFamily: String

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  32. val naFillFlag: Boolean

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

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  34. final def notify(): Unit

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  35. final def notifyAll(): Unit

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  36. val numericBoundaries: Map[String, (Double, Double)]

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  37. val oneHotEncodeFlag: Boolean

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  38. val outlierConfig: OutlierConfig

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  39. val outlierFilterFlag: Boolean

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  40. val pearsonConfig: PearsonConfig

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  41. val pearsonFilteringFlag: Boolean

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  42. val pipelineDebugFlag: Boolean

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  43. val pipelineId: String

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  44. val scalingConfig: ScalingConfig

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  45. val scalingFlag: Boolean

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  46. val scoringMetric: String

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  47. val scoringOptimizationStrategy: String

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  48. val stringBoundaries: Map[String, List[String]]

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

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  50. val varianceFilterFlag: Boolean

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  51. final def wait(): Unit

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    @throws( ... )

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

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

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Inherited from Serializable

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Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

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