Trait

ai.h2o.sparkling.ml.algos

H2OGridSearchParams

Related Doc: package algos

Permalink

trait H2OGridSearchParams extends H2OCommonSupervisedParams

Linear Supertypes
H2OCommonSupervisedParams, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGridSearch, H2OGridSearch
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGridSearchParams
  2. H2OCommonSupervisedParams
  3. H2OCommonParams
  4. H2OMOJOAlgoSharedParams
  5. Logging
  6. Logging
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

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

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final val allStringColumnsToCategorical: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  10. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  14. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  18. def explainParams(): String

    Permalink
    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  21. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  22. def finalize(): Unit

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

  23. final val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    Params

  25. def getAllStringColumnsToCategorical(): Boolean

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    AnyRef → Any

  27. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  28. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  29. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    Params

  31. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def getExcludedCols(): Seq[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  33. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  34. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink

  36. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

  37. def getMaxModels(): Int

    Permalink

  38. def getMaxRuntimeSecs(): Double

    Permalink

  39. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  40. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  43. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  44. def getSeed(): Long

    Permalink
    Definition Classes
    H2OCommonParams

  45. def getSelectBestModelBy(): String

    Permalink

  46. def getSelectBestModelDecreasing(): Boolean

    Permalink

  47. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  48. def getStoppingMetric(): String

    Permalink

  49. def getStoppingRounds(): Int

    Permalink

  50. def getStoppingTolerance(): Double

    Permalink

  51. def getStrategy(): String

    Permalink

  52. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

  53. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  54. final val gridAlgoParams: AlgoParams

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    Params

  56. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  57. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  58. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    Params

  60. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  62. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  63. final val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  64. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  71. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  76. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    AnyRef

  78. final val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  79. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  80. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    Params

  82. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  83. final val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

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

    Permalink

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

    Permalink

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink

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

    Permalink
    Annotations
    @DeprecatedMethod( ... )

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

    Permalink

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink

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

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

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

    Permalink

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

    Permalink

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

    Permalink

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

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

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

  122. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    AnyRef

  124. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  125. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  128. final val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  129. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

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

Ungrouped