t

ai.h2o.sparkling.ml.params

H2OCommonParams

trait H2OCommonParams extends H2OBaseMOJOParams with H2OAlgoParamsBase

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Inherited
  1. H2OCommonParams
  2. H2OAlgoParamsBase
  3. H2OFrameLifecycle
  4. ParameterConstructorMethods
  5. H2OBaseMOJOParams
  6. Logging
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

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. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  7. final def clear(param: Param[_]): H2OCommonParams.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
  10. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  11. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  12. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  13. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  15. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  19. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  20. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  21. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  22. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  23. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  24. def explainParams(): String
    Definition Classes
    Params
  25. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  26. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  27. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  28. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  29. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  31. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  32. def getColumnsToCategorical(): Array[String]
  33. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  34. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  35. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  36. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  37. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  38. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  39. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  40. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  41. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  42. def getSplitRatio(): Double
  43. def getValidationDataFrame(): DataFrame
  44. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  45. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  46. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  47. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  48. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  49. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  50. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  51. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  53. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  54. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  55. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  56. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  57. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  58. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  59. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  66. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  71. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  72. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  73. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  74. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  75. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  76. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  77. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  78. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  79. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  80. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  81. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  82. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  83. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  84. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  85. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  86. final def set(paramPair: ParamPair[_]): H2OCommonParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  87. final def set(param: String, value: Any): H2OCommonParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  88. final def set[T](param: Param[T], value: T): H2OCommonParams.this.type
    Definition Classes
    Params
  89. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OCommonParams.this.type
  90. def setColumnsToCategorical(columns: Array[String]): H2OCommonParams.this.type
  91. def setColumnsToCategorical(first: String, others: String*): H2OCommonParams.this.type
  92. def setConvertInvalidNumbersToNa(value: Boolean): H2OCommonParams.this.type
  93. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OCommonParams.this.type
  94. final def setDefault(paramPairs: ParamPair[_]*): H2OCommonParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  95. final def setDefault[T](param: Param[T], value: T): H2OCommonParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  96. def setDetailedPredictionCol(columnName: String): H2OCommonParams.this.type
  97. def setFeaturesCol(first: String): H2OCommonParams.this.type
  98. def setFeaturesCols(columnNames: ArrayList[String]): H2OCommonParams.this.type
  99. def setFeaturesCols(columnNames: Array[String]): H2OCommonParams.this.type
  100. def setFeaturesCols(first: String, others: String*): H2OCommonParams.this.type
  101. def setNamedMojoOutputColumns(value: Boolean): H2OCommonParams.this.type
  102. def setPredictionCol(columnName: String): H2OCommonParams.this.type
  103. def setSplitRatio(ratio: Double): H2OCommonParams.this.type
  104. def setValidationDataFrame(dataFrame: DataFrame): H2OCommonParams.this.type
  105. def setWithContributions(enabled: Boolean): H2OCommonParams.this.type
  106. def setWithDetailedPredictionCol(enabled: Boolean): H2OCommonParams.this.type
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  107. def setWithLeafNodeAssignments(enabled: Boolean): H2OCommonParams.this.type
  108. def setWithStageResults(enabled: Boolean): H2OCommonParams.this.type
  109. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  110. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  111. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  112. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  113. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  114. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
  115. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  116. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  117. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  118. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  119. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  120. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  121. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

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