Class/Object

com.microsoft.ml.spark.automl

TuneHyperparametersModel

Related Docs: object TuneHyperparametersModel | package automl

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class TuneHyperparametersModel extends Model[TuneHyperparametersModel] with ConstructorWritable[TuneHyperparametersModel]

Model produced by TuneHyperparameters.

Annotations
@InternalWrapper()
Linear Supertypes
ConstructorWritable[TuneHyperparametersModel], MLWritable, Model[TuneHyperparametersModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. TuneHyperparametersModel
  2. ConstructorWritable
  3. MLWritable
  4. Model
  5. Transformer
  6. PipelineStage
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new TuneHyperparametersModel(uid: String, model: Transformer, bestMetric: Double)

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. val bestMetric: Double

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

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    Definition Classes
    Params

  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. def copy(extra: ParamMap): TuneHyperparametersModel

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    Definition Classes
    TuneHyperparametersModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  15. def explainParams(): String

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    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  18. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

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

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    Definition Classes
    Params

  20. def getBestMetric: Double

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  21. def getBestModel: Transformer

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  22. def getBestModelInfo: String

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  28. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  29. def hasParent: Boolean

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    Definition Classes
    Model

  30. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  32. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  34. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  36. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  37. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  39. def logDebug(msg: ⇒ String): Unit

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    protected
    Definition Classes
    Logging

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

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    Attributes
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    Logging

  41. def logError(msg: ⇒ String): Unit

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    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  43. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  44. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  46. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  49. val model: Transformer

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

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    Definition Classes
    AnyRef

  51. final def notify(): Unit

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    Definition Classes
    AnyRef

  52. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  53. def objectsToSave: List[Any]

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    Definition Classes
    TuneHyperparametersModel → ConstructorWritable

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

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    Definition Classes
    Params

  55. var parent: Estimator[TuneHyperparametersModel]

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    Definition Classes
    Model

  56. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  57. final def set(paramPair: ParamPair[_]): TuneHyperparametersModel.this.type

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    Attributes
    protected
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    Params

  58. final def set(param: String, value: Any): TuneHyperparametersModel.this.type

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

  60. final def setDefault(paramPairs: ParamPair[_]*): TuneHyperparametersModel.this.type

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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    Params

  62. def setParent(parent: Estimator[TuneHyperparametersModel]): TuneHyperparametersModel

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  64. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    TuneHyperparametersModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  68. def transformSchema(schema: StructType): StructType

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    Definition Classes
    TuneHyperparametersModel → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  70. val ttag: scala.reflect.api.JavaUniverse.TypeTag[TuneHyperparametersModel]

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    Definition Classes
    TuneHyperparametersModel → ConstructorWritable

  71. val uid: String

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    Definition Classes
    TuneHyperparametersModel → ConstructorWritable → Identifiable

  72. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  75. def write: MLWriter

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    Definition Classes
    ConstructorWritable → MLWritable

Inherited from ConstructorWritable[TuneHyperparametersModel]

Inherited from MLWritable

Inherited from Model[TuneHyperparametersModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped