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, DeprecatableParams, Model[S], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OModel
  2. MLWritable
  3. H2OModelParams
  4. DeprecatableParams
  5. Model
  6. Transformer
  7. PipelineStage
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. 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. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  19. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  20. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OModelParams
  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. def getLabelCol(): String

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    Definition Classes
    H2OModelParams
  24. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  25. def getOutputCol(): String

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    Definition Classes
    H2OModelParams
  26. def getParam(paramName: String): Param[Any]

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    Definition Classes
    DeprecatableParams → Params
  27. def getPredictionsCol(): String

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    Definition Classes
    H2OModelParams
    Annotations
    @DeprecatedMethod( "getLabelCol" )
  28. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  29. def hasParam(paramName: String): Boolean

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    Definition Classes
    DeprecatableParams → Params
  30. def hasParent: Boolean

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    Definition Classes
    Model
  31. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  32. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  33. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  34. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  35. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  36. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  37. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  38. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  39. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  40. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  41. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  42. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  43. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  44. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  45. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  46. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  47. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  48. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  49. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  50. val model: M

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

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    Definition Classes
    AnyRef
  52. final def notify(): Unit

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    Definition Classes
    AnyRef
  53. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  54. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  55. var parent: Estimator[S]

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    Definition Classes
    Model
  56. def renamingMap: Map[String, String]

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    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    Attributes
    protected
    Definition Classes
    H2OModelParamsDeprecatableParams
  57. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  58. final def set(paramPair: ParamPair[_]): H2OModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  59. final def set(param: String, value: Any): H2OModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  60. final def set[T](param: Param[T], value: T): H2OModel.this.type

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    Definition Classes
    Params
  61. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OModel.this.type

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    Definition Classes
    H2OModelParams
  62. final def setDefault(paramPairs: ParamPair[_]*): H2OModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  63. final def setDefault[T](param: Param[T], value: T): H2OModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  64. def setFeaturesCols(cols: Array[String]): H2OModel.this.type

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    Definition Classes
    H2OModelParams
  65. def setLabelCol(value: String): H2OModel.this.type

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    Definition Classes
    H2OModelParams
  66. def setOutputCol(value: String): H2OModel.this.type

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    Definition Classes
    H2OModelParams
  67. def setParent(parent: Estimator[S]): S

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    Definition Classes
    Model
  68. def setPredictionCol(value: String): H2OModel.this.type

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    Definition Classes
    H2OModelParams
    Annotations
    @DeprecatedMethod( "setLabelCol" )
  69. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  70. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  71. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    H2OModel → Transformer
  72. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  73. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  74. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OModel → PipelineStage
    Annotations
    @DeveloperApi()
  75. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  76. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  77. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  78. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  79. def write: MLWriter

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

Inherited from MLWritable

Inherited from H2OModelParams

Inherited from DeprecatableParams

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