t

ai.h2o.sparkling.ml.params

H2OGridSearchParams

trait H2OGridSearchParams extends Params with Logging

Linear Supertypes
Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGridSearch
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Inherited
  1. H2OGridSearchParams
  2. Logging
  3. Logging
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. Any
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Visibility
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final def clear(param: Param[_]): H2OGridSearchParams.this.type
    Definition Classes
    Params
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  9. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  10. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  12. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  13. def explainParams(): String
    Definition Classes
    Params
  14. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  15. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  16. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  17. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  18. def getAlgo(): H2OSupervisedAlgorithm[_ <: Parameters]
  19. def getAllStringColumnsToCategorical(): Boolean
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  20. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  21. def getColumnsToCategorical(): Array[String]
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  22. def getConvertInvalidNumbersToNa(): Boolean
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  23. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  24. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  25. def getDetailedPredictionCol(): String
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  26. def getFeaturesCols(): Array[String]
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  27. def getFoldCol(): String
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  28. def getHyperParameters(): Map[String, Array[AnyRef]]
  29. def getLabelCol(): String
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  30. def getMaxModels(): Int
  31. def getMaxRuntimeSecs(): Double
  32. def getNamedMojoOutputColumns(): Boolean
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  33. def getNfolds(): Int
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  34. def getOffsetCol(): String
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  35. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  36. def getParallelism(): Int
  37. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  38. def getPredictionCol(): String
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  39. def getSeed(): Long
  40. def getSelectBestModelBy(): String
  41. def getSplitRatio(): Double
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  42. def getStoppingMetric(): String
  43. def getStoppingRounds(): Int
  44. def getStoppingTolerance(): Double
  45. def getStrategy(): String
  46. def getWeightCol(): String
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  47. def getWithDetailedPredictionCol(): Boolean
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  48. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  49. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  50. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  51. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  52. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  53. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  54. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  55. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  56. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  57. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  58. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  65. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  70. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  71. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  72. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  73. val propagateToAlgorithm: HashMap[String, Any]
  74. final def set(paramPair: ParamPair[_]): H2OGridSearchParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  75. final def set(param: String, value: Any): H2OGridSearchParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  76. final def set[T](param: Param[T], value: T): H2OGridSearchParams.this.type
    Definition Classes
    Params
  77. def setAlgo(value: H2OSupervisedAlgorithm[_ <: Parameters]): H2OGridSearchParams.this.type
  78. def setAllStringColumnsToCategorical(value: Boolean): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  79. def setColumnsToCategorical(columns: Array[String]): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  80. def setColumnsToCategorical(first: String, others: String*): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  81. def setConvertInvalidNumbersToNa(value: Boolean): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  82. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  83. final def setDefault(paramPairs: ParamPair[_]*): H2OGridSearchParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  84. final def setDefault[T](param: Param[T], value: T): H2OGridSearchParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  85. def setDetailedPredictionCol(columnName: String): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  86. def setFeaturesCol(first: String): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  87. def setFeaturesCols(columnNames: Array[String]): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  88. def setFeaturesCols(first: String, others: String*): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  89. def setFoldCol(columnName: String): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  90. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type
  91. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type
  92. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type
  93. def setLabelCol(columnName: String): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  94. def setMaxModels(value: Int): H2OGridSearchParams.this.type
  95. def setMaxRuntimeSecs(value: Double): H2OGridSearchParams.this.type
  96. def setNamedMojoOutputColumns(value: Boolean): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  97. def setNfolds(value: Int): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  98. def setOffsetCol(columnName: String): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  99. def setParallelism(value: Int): H2OGridSearchParams.this.type
  100. def setPredictionCol(columnName: String): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  101. def setSeed(value: Long): H2OGridSearchParams.this.type
  102. def setSelectBestModelBy(value: String): H2OGridSearchParams.this.type
  103. def setSplitRatio(ratio: Double): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  104. def setStoppingMetric(value: String): H2OGridSearchParams.this.type
  105. def setStoppingRounds(value: Int): H2OGridSearchParams.this.type
  106. def setStoppingTolerance(value: Double): H2OGridSearchParams.this.type
  107. def setStrategy(value: String): H2OGridSearchParams.this.type
  108. def setWeightCol(columnName: String): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  109. def setWithDetailedPredictionCol(enabled: Boolean): H2OGridSearchParams.this.type
    Annotations
    @DeprecatedMethod( ... , "3.32" )
  110. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  111. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  112. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  113. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  114. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped