t

ai.h2o.sparkling.ml.params

H2OCommonSupervisedParams

trait H2OCommonSupervisedParams extends H2OSupervisedMOJOParams with H2OCommonParams

This trait contains parameters that are shared across all supervised algorithms.

Linear Supertypes
H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML, H2ODRF, H2ODeepLearning, H2OGBM, H2OGLM, H2OSupervisedAlgorithm, H2OTreeBasedSupervisedAlgorithm, H2OXGBoost, H2OAlgoSharedTreeParams, H2OAlgoSupervisedParams, H2OAutoMLParams, H2ODRFParams, H2ODeepLearningParams, H2OGBMParams, H2OGLMParams, H2OXGBoostParams
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OCommonSupervisedParams
  2. H2OCommonParams
  3. H2OSupervisedMOJOParams
  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
    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[_]): H2OCommonSupervisedParams.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. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  26. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  27. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  28. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  29. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  30. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  31. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  32. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  33. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  34. def getLabelCol(): String
  35. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  36. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  37. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  38. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  39. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  40. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  41. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  42. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  43. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  44. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  45. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  46. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  47. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  48. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  49. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  50. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  51. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  52. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  53. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  54. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  55. final val labelCol: Param[String]
    Attributes
    protected
  56. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  57. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  58. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  64. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  69. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  70. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  71. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  72. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  73. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  74. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  75. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  76. final def set(paramPair: ParamPair[_]): H2OCommonSupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  77. final def set(param: String, value: Any): H2OCommonSupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  78. final def set[T](param: Param[T], value: T): H2OCommonSupervisedParams.this.type
    Definition Classes
    Params
  79. def setAllStringColumnsToCategorical(value: Boolean): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  80. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  81. def setColumnsToCategorical(columns: Array[String]): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  82. def setColumnsToCategorical(first: String, others: String*): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  83. def setConvertInvalidNumbersToNa(value: Boolean): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  84. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  85. final def setDefault(paramPairs: ParamPair[_]*): H2OCommonSupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  86. final def setDefault[T](param: Param[T], value: T): H2OCommonSupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  87. def setDetailedPredictionCol(columnName: String): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  88. def setFeaturesCol(first: String): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  89. def setFeaturesCols(columnNames: ArrayList[String]): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  90. def setFeaturesCols(columnNames: Array[String]): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  91. def setFeaturesCols(first: String, others: String*): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  92. def setFoldCol(columnName: String): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  93. def setLabelCol(columnName: String): H2OCommonSupervisedParams.this.type
  94. def setNamedMojoOutputColumns(value: Boolean): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  95. def setNfolds(value: Int): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  96. def setOffsetCol(columnName: String): H2OCommonSupervisedParams.this.type
  97. def setPredictionCol(columnName: String): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  98. def setSeed(value: Long): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  99. def setSplitRatio(ratio: Double): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  100. def setWeightCol(columnName: String): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  101. def setWithContributions(enabled: Boolean): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  102. def setWithDetailedPredictionCol(enabled: Boolean): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  103. def setWithLeafNodeAssignments(enabled: Boolean): H2OCommonSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  104. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  105. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  106. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  107. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  108. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  109. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  110. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  111. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  112. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  113. 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 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