Trait

ai.h2o.sparkling.ml.params

H2OAutoMLParams

Related Doc: package params

Permalink

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
  1. Alphabetic
  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
  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 def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. final def clear(param: Param[_]): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    Params

  7. def clone(): AnyRef

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

  8. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  9. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  10. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  13. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  17. def explainParams(): String

    Permalink
    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  20. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  21. def finalize(): Unit

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

  22. final val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    Params

  24. def getAllStringColumnsToCategorical(): Boolean

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

  25. def getBalanceClasses(): Boolean

    Permalink

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

    Permalink
    Definition Classes
    AnyRef → Any

  27. def getClassSamplingFactors(): Array[Float]

    Permalink

  28. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  29. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  30. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    Params

  32. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  33. def getExcludeAlgos(): Array[String]

    Permalink

  34. def getExcludedCols(): Seq[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  35. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  36. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

  37. def getIgnoredCols(): Array[String]

    Permalink

  38. def getIncludeAlgos(): Array[String]

    Permalink

  39. def getKeepCrossValidationModels(): Boolean

    Permalink

  40. def getKeepCrossValidationPredictions(): Boolean

    Permalink

  41. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

  42. def getMaxAfterBalanceSize(): Float

    Permalink

  43. def getMaxModels(): Int

    Permalink

  44. def getMaxRuntimeSecs(): Double

    Permalink

  45. def getMonotoneConstraints(): Map[String, Double]

    Permalink
    Definition Classes
    HasMonotoneConstraints

  46. def getMonotoneConstraintsAsKeyValuePairs(): Array[KeyValue]

    Permalink
    Attributes
    protected
    Definition Classes
    HasMonotoneConstraints

  47. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  48. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OCommonParams

  49. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2OSupervisedMOJOParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  52. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  53. def getProjectName(): String

    Permalink

  54. def getSeed(): Long

    Permalink
    Definition Classes
    H2OCommonParams

  55. def getSortMetric(): String

    Permalink

  56. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  57. def getStoppingMetric(): String

    Permalink

  58. def getStoppingRounds(): Int

    Permalink

  59. def getStoppingTolerance(): Double

    Permalink

  60. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

  61. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  62. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    Params

  64. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  65. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  66. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    Params

  68. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  70. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  71. final val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  72. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  79. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  84. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    AnyRef

  86. final val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  87. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  88. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    Params

  90. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  91. final val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  92. final def set(paramPair: ParamPair[_]): H2OAutoMLParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  93. final def set(param: String, value: Any): H2OAutoMLParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  94. final def set[T](param: Param[T], value: T): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    Params

  95. def setAllStringColumnsToCategorical(value: Boolean): H2OAutoMLParams.this.type

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

  96. def setBalanceClasses(value: Boolean): H2OAutoMLParams.this.type

    Permalink

  97. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLParams.this.type

    Permalink

  98. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  99. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  100. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  101. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  102. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  103. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  104. final def setDefault[T](param: Param[T], value: T): H2OAutoMLParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  105. def setDetailedPredictionCol(columnName: String): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  106. def setExcludeAlgos(value: Array[String]): H2OAutoMLParams.this.type

    Permalink

  107. def setFeaturesCol(first: String): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  108. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  109. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  110. def setFeaturesCols(first: String, others: String*): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  111. def setFoldCol(columnName: String): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  112. def setIgnoredCols(value: Array[String]): H2OAutoMLParams.this.type

    Permalink

  113. def setIncludeAlgos(value: Array[String]): H2OAutoMLParams.this.type

    Permalink

  114. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLParams.this.type

    Permalink

  115. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLParams.this.type

    Permalink

  116. def setLabelCol(columnName: String): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

  117. def setMaxAfterBalanceSize(value: Float): H2OAutoMLParams.this.type

    Permalink

  118. def setMaxModels(value: Int): H2OAutoMLParams.this.type

    Permalink

  119. def setMaxRuntimeSecs(value: Double): H2OAutoMLParams.this.type

    Permalink

  120. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    HasMonotoneConstraints

  121. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  122. def setNfolds(value: Int): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  123. def setOffsetCol(columnName: String): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

  124. def setPredictionCol(columnName: String): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  125. def setProjectName(value: String): H2OAutoMLParams.this.type

    Permalink

  126. def setSeed(value: Long): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  127. def setSortMetric(value: String): H2OAutoMLParams.this.type

    Permalink

  128. def setSplitRatio(ratio: Double): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  129. def setStoppingMetric(value: String): H2OAutoMLParams.this.type

    Permalink

  130. def setStoppingRounds(value: Int): H2OAutoMLParams.this.type

    Permalink

  131. def setStoppingTolerance(value: Double): H2OAutoMLParams.this.type

    Permalink

  132. def setWeightCol(columnName: String): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  133. def setWithContributions(enabled: Boolean): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  134. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLParams.this.type

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    AnyRef

  137. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  138. final def wait(): Unit

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

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

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

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

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

  141. final val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  142. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  143. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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