Trait

ai.h2o.sparkling.ml.params

H2OGridSearchParams

Related Doc: package params

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trait H2OGridSearchParams extends Params with Logging

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Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGridSearch
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  1. H2OGridSearchParams
  2. Logging
  3. Logging
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
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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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    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Any

  6. final def clear(param: Param[_]): H2OGridSearchParams.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 copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
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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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  11. def equals(arg0: Any): Boolean

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

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    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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    Params

  16. def finalize(): Unit

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    Attributes
    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. def getAlgo(): H2OSupervisedAlgorithm[_ <: Parameters]

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  19. def getAllStringColumnsToCategorical(): Boolean

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    Annotations
    @DeprecatedMethod( x$3 , x$2 )

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

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

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  22. def getConvertInvalidNumbersToNa(): Boolean

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    @DeprecatedMethod( ... , "3.32" )

  23. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

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

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    Definition Classes
    Params

  25. def getDetailedPredictionCol(): String

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    @DeprecatedMethod( ... , "3.32" )

  26. def getFeaturesCols(): Array[String]

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    @DeprecatedMethod( ... , "3.32" )

  27. def getFoldCol(): String

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    @DeprecatedMethod( ... , "3.32" )

  28. def getHyperParameters(): Map[String, Array[AnyRef]]

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  29. def getLabelCol(): String

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    @DeprecatedMethod( ... , "3.32" )

  30. def getMaxModels(): Int

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  31. def getMaxRuntimeSecs(): Double

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  32. def getNamedMojoOutputColumns(): Boolean

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    @DeprecatedMethod( ... , "3.32" )

  33. def getNfolds(): Int

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    @DeprecatedMethod( ... , "3.32" )

  34. def getOffsetCol(): String

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    @DeprecatedMethod( ... , "3.32" )

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

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    Definition Classes
    Params

  36. def getParallelism(): Int

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

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    Params

  38. def getPredictionCol(): String

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    @DeprecatedMethod( ... , "3.32" )

  39. def getSeed(): Long

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  40. def getSelectBestModelBy(): String

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  41. def getSplitRatio(): Double

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  42. def getStoppingMetric(): String

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  43. def getStoppingRounds(): Int

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  44. def getStoppingTolerance(): Double

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  45. def getStrategy(): String

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  46. def getWeightCol(): String

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  47. def getWithDetailedPredictionCol(): Boolean

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    @DeprecatedMethod( ... , "3.32" )

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

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    Definition Classes
    Params

  49. def hasParam(paramName: String): Boolean

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  50. def hashCode(): Int

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    Definition Classes
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  51. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
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    Logging

  52. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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  54. final def isInstanceOf[T0]: Boolean

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

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  56. def isTraceEnabled(): Boolean

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    Logging

  57. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  64. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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  70. final def notify(): Unit

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  71. final def notifyAll(): Unit

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

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    Params

  73. val propagateToAlgorithm: HashMap[String, Any]

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  74. final def set(paramPair: ParamPair[_]): H2OGridSearchParams.this.type

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    Params

  75. final def set(param: String, value: Any): H2OGridSearchParams.this.type

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  76. final def set[T](param: Param[T], value: T): H2OGridSearchParams.this.type

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    Definition Classes
    Params

  77. def setAlgo(value: H2OSupervisedAlgorithm[_ <: Parameters]): H2OGridSearchParams.this.type

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  78. def setAllStringColumnsToCategorical(value: Boolean): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( x$5 , x$4 )

  79. def setColumnsToCategorical(columns: Array[String]): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  80. def setColumnsToCategorical(first: String, others: String*): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  81. def setConvertInvalidNumbersToNa(value: Boolean): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  82. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  83. final def setDefault(paramPairs: ParamPair[_]*): H2OGridSearchParams.this.type

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    Attributes
    protected
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    Params

  84. final def setDefault[T](param: Param[T], value: T): H2OGridSearchParams.this.type

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    protected
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  85. def setDetailedPredictionCol(columnName: String): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  86. def setFeaturesCol(first: String): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  87. def setFeaturesCols(columnNames: Array[String]): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  88. def setFeaturesCols(first: String, others: String*): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  89. def setFoldCol(columnName: String): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  90. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type

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  91. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type

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  92. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type

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  93. def setLabelCol(columnName: String): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  94. def setMaxModels(value: Int): H2OGridSearchParams.this.type

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  95. def setMaxRuntimeSecs(value: Double): H2OGridSearchParams.this.type

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  96. def setNamedMojoOutputColumns(value: Boolean): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  97. def setNfolds(value: Int): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  98. def setOffsetCol(columnName: String): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  99. def setParallelism(value: Int): H2OGridSearchParams.this.type

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  100. def setPredictionCol(columnName: String): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  101. def setSeed(value: Long): H2OGridSearchParams.this.type

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  102. def setSelectBestModelBy(value: String): H2OGridSearchParams.this.type

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  103. def setSplitRatio(ratio: Double): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  104. def setStoppingMetric(value: String): H2OGridSearchParams.this.type

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  105. def setStoppingRounds(value: Int): H2OGridSearchParams.this.type

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  106. def setStoppingTolerance(value: Double): H2OGridSearchParams.this.type

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  107. def setStrategy(value: String): H2OGridSearchParams.this.type

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  108. def setWeightCol(columnName: String): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

  109. def setWithDetailedPredictionCol(enabled: Boolean): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... , "3.32" )

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

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    AnyRef

  111. def toString(): String

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    Identifiable → AnyRef → Any

  112. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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