Trait

org.apache.spark.ml.h2o.algos

H2OAlgorithmCommons

Related Doc: package algos

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trait H2OAlgorithmCommons extends H2OCommonParams

This trait contains methods that are shared across all algorithms.

Linear Supertypes
H2OCommonParams, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgorithm, H2OAutoML, H2OAutoML, H2ODeepLearning, H2ODeepLearning, H2OGBM, H2OGBM, H2OGLM, H2OGLM, H2OGridSearch, H2OGridSearch, H2OXGBoost, H2OXGBoost
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Inherited
  1. H2OAlgorithmCommons
  2. H2OCommonParams
  3. Logging
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. Any
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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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  2. final def ##(): Int

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

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    Params

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

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    Definition Classes
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  5. final val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
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    H2OCommonParams

  6. final def asInstanceOf[T0]: T0

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    Any

  7. final def clear(param: Param[_]): H2OAlgorithmCommons.this.type

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  8. def clone(): AnyRef

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    AnyRef
    Annotations
    @throws( ... )

  9. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
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    H2OCommonParams

  10. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
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    H2OCommonParams

  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
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    H2OCommonParams

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

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

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

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  15. def equals(arg0: Any): Boolean

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

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    Params

  17. def explainParams(): String

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    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

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

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  20. final val featuresCols: StringArrayParam

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    protected
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    H2OCommonParams

  21. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )

  22. final val foldCol: NullableStringParam

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    H2OCommonParams

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

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  24. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
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  26. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  27. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OCommonParams

  28. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OCommonParams

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

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    Params

  30. def getExcludedCols(): Seq[String]

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    H2OCommonParams

  31. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams

  32. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  33. def getLabelCol(): String

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    Definition Classes
    H2OCommonParams

  34. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

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

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

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  37. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  38. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  39. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

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

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  41. def hasParam(paramName: String): Boolean

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  42. def hashCode(): Int

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    Definition Classes
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  43. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  44. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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  46. final def isInstanceOf[T0]: Boolean

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

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  48. def isTraceEnabled(): Boolean

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    Logging

  49. final val labelCol: Param[String]

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    H2OCommonParams

  50. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  57. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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  63. final val nfolds: IntParam

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    H2OCommonParams

  64. final def notify(): Unit

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  65. final def notifyAll(): Unit

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

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  67. def prepareDatasetForFitting(dataset: Dataset[_]): (Frame, Option[Frame])

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  68. final val seed: LongParam

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    H2OCommonParams

  69. final def set(paramPair: ParamPair[_]): H2OAlgorithmCommons.this.type

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  70. final def set(param: String, value: Any): H2OAlgorithmCommons.this.type

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  71. final def set[T](param: Param[T], value: T): H2OAlgorithmCommons.this.type

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  72. def setAllStringColumnsToCategorical(value: Boolean): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  73. def setColumnsToCategorical(columns: Array[String]): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  74. def setColumnsToCategorical(first: String, others: String*): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  75. def setConvertInvalidNumbersToNa(value: Boolean): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  76. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  77. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgorithmCommons.this.type

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  78. final def setDefault[T](param: Param[T], value: T): H2OAlgorithmCommons.this.type

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  79. def setFeaturesCol(first: String): H2OAlgorithmCommons.this.type

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    H2OCommonParams

  80. def setFeaturesCols(columnNames: Array[String]): H2OAlgorithmCommons.this.type

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    H2OCommonParams

  81. def setFeaturesCols(first: String, others: String*): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  82. def setFoldCol(columnName: String): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  83. def setLabelCol(columnName: String): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  84. def setNfolds(value: Int): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  85. def setSeed(value: Long): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  86. def setSplitRatio(ratio: Double): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  87. def setWeightCol(columnName: String): H2OAlgorithmCommons.this.type

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    Definition Classes
    H2OCommonParams

  88. final val splitRatio: DoubleParam

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    H2OCommonParams

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

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  90. def toString(): String

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  91. final def wait(): Unit

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

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

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  94. final val weightCol: NullableStringParam

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    H2OCommonParams

Inherited from H2OCommonParams

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped