Trait

ai.h2o.sparkling.ml.params

H2OGridSearchParams

Related Doc: package params

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trait H2OGridSearchParams extends H2OCommonSupervisedParams

Linear Supertypes
H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGridSearch
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Inherited
  1. H2OGridSearchParams
  2. H2OCommonSupervisedParams
  3. H2OCommonParams
  4. H2OSupervisedMOJOParams
  5. H2OMOJOAlgoSharedParams
  6. Logging
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. 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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    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[_]): 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. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  9. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  10. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  13. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  14. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  17. def explainParams(): String

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    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  20. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  21. def finalize(): Unit

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

  22. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

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

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  25. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
    AnyRef → Any

  27. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  28. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  29. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  31. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  33. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  34. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

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

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  36. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  37. def getMaxModels(): Int

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  38. def getMaxRuntimeSecs(): Double

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  39. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  40. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  41. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  43. def getParallelism(): Int

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

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    Definition Classes
    Params

  45. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  46. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  47. def getSelectBestModelBy(): String

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  48. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  49. def getStoppingMetric(): String

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  50. def getStoppingRounds(): Int

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  51. def getStoppingTolerance(): Double

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  52. def getStrategy(): String

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  53. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  54. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  56. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  57. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  58. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  60. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Definition Classes
    Params

  62. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  63. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  64. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Logging

  71. def logName: String

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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  76. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  78. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  79. final def notify(): Unit

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    Definition Classes
    AnyRef

  80. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  82. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  83. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Params

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

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    Attributes
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    Params

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

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    Definition Classes
    Params

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

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

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Params

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

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    Attributes
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    Params

  95. def setDetailedPredictionCol(columnName: String): H2OGridSearchParams.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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

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    Definition Classes
    H2OCommonSupervisedParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonSupervisedParams

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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    Definition Classes
    H2OCommonParams

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

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

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  120. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    AnyRef

  122. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  123. final def wait(): Unit

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    Annotations
    @throws( ... )

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

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    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

  126. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  127. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

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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