Trait

ai.h2o.sparkling.ml.params

H2OCommonSupervisedParams

Related Doc: package params

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trait H2OCommonSupervisedParams extends H2OCommonParams

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

Linear Supertypes
H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgoSharedTreeParams, H2OAlgoSupervisedParams, H2OAutoML, H2OAutoML, H2OAutoMLParams, H2ODeepLearning, H2ODeepLearning, H2ODeepLearningParams, H2OGBM, H2OGBM, H2OGBMParams, H2OGLM, H2OGLM, H2OGLMParams, H2OGridSearch, H2OGridSearch, H2OGridSearchParams, H2OSupervisedAlgorithm, H2OXGBoost, H2OXGBoost, H2OXGBoostParams
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Inherited
  1. H2OCommonSupervisedParams
  2. H2OCommonParams
  3. H2OMOJOAlgoSharedParams
  4. Logging
  5. Logging
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
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Visibility
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Abstract Value Members

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

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
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  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final def clear(param: Param[_]): H2OCommonSupervisedParams.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  10. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  14. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  21. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  22. def finalize(): Unit

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

  23. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  25. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    AnyRef → Any

  27. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  28. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  29. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  31. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  33. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  34. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  35. def getLabelCol(): String

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  36. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  37. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  40. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  41. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  42. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  43. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  44. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  46. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  47. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  48. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  49. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
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    Definition Classes
    Logging

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

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  51. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    Params

  53. def isTraceEnabled(): Boolean

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    Attributes
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    Logging

  54. final val labelCol: Param[String]

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    protected

  55. def log: Logger

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    Logging

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

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    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Logging

  62. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  67. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  69. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  70. final def notify(): Unit

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    AnyRef

  71. final def notifyAll(): Unit

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    AnyRef

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

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    Definition Classes
    Params

  73. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  74. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  75. final def set(paramPair: ParamPair[_]): H2OCommonSupervisedParams.this.type

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  76. final def set(param: String, value: Any): H2OCommonSupervisedParams.this.type

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    Params

  77. final def set[T](param: Param[T], value: T): H2OCommonSupervisedParams.this.type

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    Definition Classes
    Params

  78. def setAllStringColumnsToCategorical(value: Boolean): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  79. def setColumnsToCategorical(columns: Array[String]): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  80. def setColumnsToCategorical(first: String, others: String*): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  81. def setConvertInvalidNumbersToNa(value: Boolean): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  82. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  83. final def setDefault(paramPairs: ParamPair[_]*): H2OCommonSupervisedParams.this.type

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    Attributes
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    Params

  84. final def setDefault[T](param: Param[T], value: T): H2OCommonSupervisedParams.this.type

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    Params

  85. def setDetailedPredictionCol(columnName: String): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  86. def setFeaturesCol(first: String): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  87. def setFeaturesCols(columnNames: Array[String]): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  88. def setFeaturesCols(first: String, others: String*): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  89. def setFoldCol(columnName: String): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  90. def setLabelCol(columnName: String): H2OCommonSupervisedParams.this.type

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  91. def setNamedMojoOutputColumns(value: Boolean): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  92. def setNfolds(value: Int): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  93. def setPredictionCol(columnName: String): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  94. def setSeed(value: Long): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  95. def setSplitRatio(ratio: Double): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  96. def setWeightCol(columnName: String): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  97. def setWithDetailedPredictionCol(enabled: Boolean): H2OCommonSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    AnyRef

  100. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  101. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

  104. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  105. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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