Trait

ai.h2o.sparkling.ml.algos

H2OGridSearchParams

Related Doc: package algos

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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, 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
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  2. final def ##(): Int

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    Definition Classes
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  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 val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final def clear(param: Param[_]): H2OGridSearchParams.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  10. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  14. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
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  17. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  21. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  22. def finalize(): Unit

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

  23. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

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

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  26. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    AnyRef → Any

  28. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  29. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  30. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  32. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  33. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  34. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  35. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

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

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  37. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  38. def getMaxModels(): Int

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  39. def getMaxRuntimeSecs(): Double

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  40. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  41. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  42. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  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 getSelectBestModelDecreasing(): Boolean

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    Annotations
    @DeprecatedMethod( ... )

  49. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  50. def getStoppingMetric(): String

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  51. def getStoppingRounds(): Int

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  52. def getStoppingTolerance(): Double

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  53. def getStrategy(): String

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  54. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  55. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  57. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  58. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  59. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  60. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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  62. final def isInstanceOf[T0]: Boolean

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

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  64. def isTraceEnabled(): Boolean

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    protected
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    Logging

  65. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  66. def log: Logger

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  73. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Definition Classes
    Logging

  78. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  80. final val nfolds: IntParam

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    Attributes
    protected
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    H2OCommonParams

  81. final def notify(): Unit

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    AnyRef

  82. final def notifyAll(): Unit

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    AnyRef

  83. final val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  85. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  86. final val seed: LongParam

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    Attributes
    protected
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    H2OCommonParams

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

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

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

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    Definition Classes
    Params

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Params

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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

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    Definition Classes
    H2OCommonSupervisedParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonSupervisedParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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  115. def setSelectBestModelBy(value: H2OGridSearchMetric): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... )

  116. def setSelectBestModelDecreasing(value: Boolean): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( ... )

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

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    Definition Classes
    H2OCommonParams

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

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  119. def setStoppingMetric(value: StoppingMetric): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( "setStoppingMetric(value: String)" )

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

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

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

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  123. def setStrategy(value: Strategy): H2OGridSearchParams.this.type

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    Annotations
    @DeprecatedMethod( "setStrategy(value: String)" )

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  126. final val splitRatio: DoubleParam

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    Definition Classes
    H2OCommonParams

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

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    AnyRef

  128. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  129. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    Annotations
    @throws( ... )

  132. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  133. 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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