Trait

org.apache.spark.ml.h2o.param

H2OModelParams

Related Doc: package param

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trait H2OModelParams extends DeprecatableParams

Parameters which need to be available on the model itself for prediction purposes. This can't be backed byt H2OAlgoParamsHelper as at the time of prediction we might be using mojo and binary parameters are not available.

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DeprecatableParams, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OModelParams
  2. DeprecatableParams
  3. Logging
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. Any
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params
  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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    protected
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    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[_]): H2OModelParams.this.type

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    Definition Classes
    Params
  7. def clone(): AnyRef

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    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    protected
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    Params
  10. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  12. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  13. def explainParams(): String

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    Definition Classes
    Params
  14. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  15. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  16. def finalize(): Unit

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

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

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

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

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    Definition Classes
    Params
  21. def getFeaturesCols(): Array[String]

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  22. def getLabelCol(): String

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

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    Definition Classes
    Params
  24. def getOutputCol(): String

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

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

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    Annotations
    @DeprecatedMethod( "getLabelCol" )
  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
    DeprecatableParams → Params
  29. def hashCode(): Int

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

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

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

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  33. final def isInstanceOf[T0]: Boolean

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

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  35. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  36. def log: Logger

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

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    Logging
  38. def logDebug(msg: ⇒ String): Unit

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

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    Logging
  40. def logError(msg: ⇒ String): Unit

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

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    Logging
  42. def logInfo(msg: ⇒ String): Unit

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    Logging
  43. def logName: String

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

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    Logging
  45. def logTrace(msg: ⇒ String): Unit

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

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    Logging
  47. def logWarning(msg: ⇒ String): Unit

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    protected
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    Logging
  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. 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
  53. final def set(paramPair: ParamPair[_]): H2OModelParams.this.type

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    Params
  54. final def set(param: String, value: Any): H2OModelParams.this.type

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    Attributes
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  55. final def set[T](param: Param[T], value: T): H2OModelParams.this.type

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    Definition Classes
    Params
  56. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OModelParams.this.type

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  57. final def setDefault(paramPairs: ParamPair[_]*): H2OModelParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  58. final def setDefault[T](param: Param[T], value: T): H2OModelParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  59. def setFeaturesCols(cols: Array[String]): H2OModelParams.this.type

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  60. def setLabelCol(value: String): H2OModelParams.this.type

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  61. def setOutputCol(value: String): H2OModelParams.this.type

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  62. def setPredictionCol(value: String): H2OModelParams.this.type

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    Annotations
    @DeprecatedMethod( "setLabelCol" )
  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. final def wait(): Unit

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    @throws( ... )
  66. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  67. final def wait(arg0: Long): Unit

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    @throws( ... )

Inherited from DeprecatableParams

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

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