t

ai.h2o.sparkling.ml.params

H2OAutoMLParams

trait H2OAutoMLParams extends H2OCommonSupervisedParams with HasMonotoneConstraints

Linear Supertypes
HasMonotoneConstraints, H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML
Ordering
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  2. By Inheritance
Inherited
  1. H2OAutoMLParams
  2. HasMonotoneConstraints
  3. H2OCommonSupervisedParams
  4. H2OCommonParams
  5. H2OSupervisedMOJOParams
  6. H2OMOJOAlgoSharedParams
  7. Logging
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
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Visibility
  1. Public
  2. All

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[_]): H2OAutoMLParams.this.type
    Definition Classes
    Params
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  8. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  9. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  10. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  14. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  16. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  17. def explainParams(): String
    Definition Classes
    Params
  18. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  19. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  20. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  21. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  22. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  23. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  25. def getBalanceClasses(): Boolean
  26. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. def getClassSamplingFactors(): Array[Float]
  28. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  29. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  30. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  31. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  33. def getExcludeAlgos(): Array[String]
  34. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  35. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  36. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  37. def getIgnoredCols(): Array[String]
  38. def getIncludeAlgos(): Array[String]
  39. def getKeepCrossValidationModels(): Boolean
  40. def getKeepCrossValidationPredictions(): Boolean
  41. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  42. def getMaxAfterBalanceSize(): Float
  43. def getMaxModels(): Int
  44. def getMaxRuntimeSecs(): Double
  45. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  46. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  47. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  48. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  49. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  50. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  51. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  52. def getProjectName(): String
  53. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  54. def getSortMetric(): String
  55. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  56. def getStoppingMetric(): String
  57. def getStoppingRounds(): Int
  58. def getStoppingTolerance(): Double
  59. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  60. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  61. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  62. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  63. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  64. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  65. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  66. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  68. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  69. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  70. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  71. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  72. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  73. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  80. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  85. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  86. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  87. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  88. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  89. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  90. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  91. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  92. final def set(paramPair: ParamPair[_]): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  93. final def set(param: String, value: Any): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  94. final def set[T](param: Param[T], value: T): H2OAutoMLParams.this.type
    Definition Classes
    Params
  95. def setAllStringColumnsToCategorical(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  96. def setBalanceClasses(value: Boolean): H2OAutoMLParams.this.type
  97. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLParams.this.type
  98. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  99. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  100. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  101. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  102. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  103. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  104. final def setDefault[T](param: Param[T], value: T): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  105. def setDetailedPredictionCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  106. def setExcludeAlgos(value: Array[String]): H2OAutoMLParams.this.type
  107. def setFeaturesCol(first: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  108. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  109. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  110. def setFeaturesCols(first: String, others: String*): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  111. def setFoldCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  112. def setIgnoredCols(value: Array[String]): H2OAutoMLParams.this.type
  113. def setIncludeAlgos(value: Array[String]): H2OAutoMLParams.this.type
  114. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLParams.this.type
  115. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLParams.this.type
  116. def setLabelCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  117. def setMaxAfterBalanceSize(value: Float): H2OAutoMLParams.this.type
  118. def setMaxModels(value: Int): H2OAutoMLParams.this.type
  119. def setMaxRuntimeSecs(value: Double): H2OAutoMLParams.this.type
  120. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLParams.this.type
    Definition Classes
    HasMonotoneConstraints
  121. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  122. def setNfolds(value: Int): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  123. def setOffsetCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  124. def setPredictionCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  125. def setProjectName(value: String): H2OAutoMLParams.this.type
  126. def setSeed(value: Long): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  127. def setSortMetric(value: String): H2OAutoMLParams.this.type
  128. def setSplitRatio(ratio: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  129. def setStoppingMetric(value: String): H2OAutoMLParams.this.type
  130. def setStoppingRounds(value: Int): H2OAutoMLParams.this.type
  131. def setStoppingTolerance(value: Double): H2OAutoMLParams.this.type
  132. def setWeightCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  133. def setWithContributions(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  134. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  135. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  136. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  137. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  138. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  139. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  140. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  141. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  142. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  143. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  144. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  145. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from HasMonotoneConstraints

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

Ungrouped