Class

org.apache.spark.ml.h2o.models

H2OModel

Related Doc: package models

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abstract class H2OModel[S <: H2OModel[S, M], M <: hex.Model[_, _, _ <: Output]] extends Model[S] with H2OModelParams with MLWritable

Shared implementation for H2O model pipelines

Linear Supertypes
MLWritable, H2OModelParams, Model[S], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OModel
  2. MLWritable
  3. H2OModelParams
  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 H2OModel(model: M, h2oContext: H2OContext, sqlContext: SQLContext)

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Abstract Value Members

  1. abstract def defaultFileName: String

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  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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[_]): H2OModel.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): S

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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. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  14. def explainParams(): String

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    Definition Classes
    Params

  15. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  17. final val featuresCols: StringArrayParam

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    Definition Classes
    H2OModelParams

  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. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OModelParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  25. def getPredictionsCol(): String

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    Definition Classes
    H2OModelParams

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

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    Definition Classes
    Params

  27. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  28. def hasParent: Boolean

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    Definition Classes
    Model

  29. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  30. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  32. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  34. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  35. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  42. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  47. val model: M

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

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    Definition Classes
    AnyRef

  49. final def notify(): Unit

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    Definition Classes
    AnyRef

  50. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  52. var parent: Estimator[S]

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    Definition Classes
    Model

  53. final val predictionCol: Param[String]

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    Definition Classes
    H2OModelParams

  54. def save(path: String): Unit

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

  55. final def set(paramPair: ParamPair[_]): H2OModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  56. final def set(param: String, value: Any): H2OModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  57. final def set[T](param: Param[T], value: T): H2OModel.this.type

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    Definition Classes
    Params

  58. final def setDefault(paramPairs: ParamPair[_]*): H2OModel.this.type

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    Attributes
    protected
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    Params

  59. final def setDefault[T](param: Param[T], value: T): H2OModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  60. def setFeaturesCols(cols: Array[String]): H2OModel.this.type

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    Definition Classes
    H2OModelParams

  61. def setParent(parent: Estimator[S]): S

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    Definition Classes
    Model

  62. def setPredictionsCol(value: String): H2OModel.this.type

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    Definition Classes
    H2OModelParams

  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
    H2OModel → 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
    H2OModel → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  70. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  73. 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 MLWritable

Inherited from H2OModelParams

Inherited from Model[S]

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

getParam

setParam

Ungrouped