Class/Object

org.apache.spark.ml.h2o.models

H2OGBMModel

Related Docs: object H2OGBMModel | package models

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class H2OGBMModel extends H2OModel[H2OGBMModel, GBMModel] with MLWritable

H2O GBM Algo exposed via Spark ML pipelines.

Linear Supertypes
H2OModel[H2OGBMModel, GBMModel], MLWritable, Model[H2OGBMModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGBMModel
  2. H2OModel
  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 H2OGBMModel(model: GBMModel)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

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  2. new H2OGBMModel(model: GBMModel, uid: String)(h2oContext: H2OContext, sqlContext: SQLContext)

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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. final def clear(param: Param[_]): H2OGBMModel.this.type

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    Definition Classes
    Params

  7. def clone(): AnyRef

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

  8. def copy(extra: ParamMap): H2OGBMModel

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    Definition Classes
    H2OModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  11. def defaultFileName: String

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    Definition Classes
    H2OGBMModel → H2OModel

  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. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  25. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  26. def hasParent: Boolean

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    Definition Classes
    Model

  27. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  28. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  30. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  32. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  33. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  40. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  45. val model: GBMModel

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    Definition Classes
    H2OModel

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

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    Definition Classes
    AnyRef

  47. final def notify(): Unit

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    Definition Classes
    AnyRef

  48. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  50. var parent: Estimator[H2OGBMModel]

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    Definition Classes
    Model

  51. def save(path: String): Unit

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

  52. final def set(paramPair: ParamPair[_]): H2OGBMModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  53. final def set(param: String, value: Any): H2OGBMModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  54. final def set[T](param: Param[T], value: T): H2OGBMModel.this.type

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    Definition Classes
    Params

  55. final def setDefault(paramPairs: ParamPair[_]*): H2OGBMModel.this.type

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    Attributes
    protected
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    Params

  56. final def setDefault[T](param: Param[T], value: T): H2OGBMModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  57. def setParent(parent: Estimator[H2OGBMModel]): H2OGBMModel

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  59. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    H2OModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  63. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OModel → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  65. val uid: String

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    Definition Classes
    H2OGBMModel → Identifiable

  66. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  69. def write: MLWriter

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    Definition Classes
    H2OModel → MLWritable
    Annotations
    @Since( "1.6.0" )

Deprecated Value Members

  1. def validateParams(): Unit

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    Definition Classes
    Params
    Annotations
    @deprecated
    Deprecated

    (Since version 2.0.0) Will be removed in 2.1.0. Checks should be merged into transformSchema.

Inherited from H2OModel[H2OGBMModel, GBMModel]

Inherited from MLWritable

Inherited from Model[H2OGBMModel]

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