Trait

ai.h2o.sparkling.ml.params

H2OAutoMLInputParams

Related Doc: package params

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trait H2OAutoMLInputParams extends H2OAlgoParamsBase with HasIgnoredCols with HasLeaderboardDataFrame with HasBlendingDataFrame

Linear Supertypes
HasBlendingDataFrame, HasLeaderboardDataFrame, HasDataFrameSerializer, Logging, Logging, HasIgnoredCols, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML, H2OAutoMLClassifier, H2OAutoMLParams, H2OAutoMLRegressor
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Inherited
  1. H2OAutoMLInputParams
  2. HasBlendingDataFrame
  3. HasLeaderboardDataFrame
  4. HasDataFrameSerializer
  5. Logging
  6. Logging
  7. HasIgnoredCols
  8. H2OAlgoParamsBase
  9. H2OFrameLifecycle
  10. ParameterConstructorMethods
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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
    HasBlendingDataFrame → Identifiable

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  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 def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  7. final def clear(param: Param[_]): H2OAutoMLInputParams.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. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  10. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  11. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  12. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    Params

  14. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

  16. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  17. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  19. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  21. def explainParams(): String

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    Definition Classes
    Params

  22. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  24. def finalize(): Unit

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

  25. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  26. val foldCol: NullableStringParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  28. def getBlendingDataFrame(): DataFrame

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    Definition Classes
    HasBlendingDataFrame

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

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    Definition Classes
    AnyRef → Any

  30. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  32. def getFoldCol(): String

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  33. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  34. def getLabelCol(): String

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  35. def getLeaderboardDataFrame(): DataFrame

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    Definition Classes
    HasLeaderboardDataFrame

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  38. def getSortMetric(): String

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  39. def getWeightCol(): String

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

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    Definition Classes
    Params

  41. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  42. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  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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    Attributes
    protected
    Definition Classes
    Logging

  45. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  46. def intParam(name: String, doc: String): IntParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  48. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  50. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  51. val labelCol: Param[String]

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    Attributes
    protected

  52. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  59. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  64. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  66. final def notify(): Unit

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    Definition Classes
    AnyRef

  67. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  68. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    Attributes
    protected
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    ParameterConstructorMethods

  69. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  70. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  71. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    Attributes
    protected
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    ParameterConstructorMethods

  72. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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    Attributes
    protected
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    ParameterConstructorMethods

  73. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    Attributes
    protected
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    ParameterConstructorMethods

  74. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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    Attributes
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    ParameterConstructorMethods

  75. def nullableStringParam(name: String, doc: String): NullableStringParam

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    ParameterConstructorMethods

  76. def param[T](name: String, doc: String): Param[T]

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  78. final def set(paramPair: ParamPair[_]): H2OAutoMLInputParams.this.type

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    Attributes
    protected
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    Params

  79. final def set(param: String, value: Any): H2OAutoMLInputParams.this.type

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    Attributes
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    Params

  80. final def set[T](param: Param[T], value: T): H2OAutoMLInputParams.this.type

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    Definition Classes
    Params

  81. def setBlendingDataFrame(value: DataFrame): H2OAutoMLInputParams.this.type

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    Definition Classes
    HasBlendingDataFrame

  82. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLInputParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  83. final def setDefault[T](param: Param[T], value: T): H2OAutoMLInputParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  84. def setFoldCol(value: String): H2OAutoMLInputParams.this.type

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  85. def setIgnoredCols(value: Array[String]): H2OAutoMLInputParams.this.type

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    Definition Classes
    HasIgnoredCols

  86. def setLabelCol(value: String): H2OAutoMLInputParams.this.type

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  87. def setLeaderboardDataFrame(value: DataFrame): H2OAutoMLInputParams.this.type

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    Definition Classes
    HasLeaderboardDataFrame

  88. def setSortMetric(value: String): H2OAutoMLInputParams.this.type

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  89. def setWeightCol(value: String): H2OAutoMLInputParams.this.type

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  90. val sortMetric: Param[String]

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    Attributes
    protected

  91. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Attributes
    protected
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    ParameterConstructorMethods

  92. def stringParam(name: String, doc: String): Param[String]

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    protected
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    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  94. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  95. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  98. val weightCol: NullableStringParam

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    Attributes
    protected

Inherited from HasBlendingDataFrame

Inherited from HasLeaderboardDataFrame

Inherited from HasDataFrameSerializer

Inherited from Logging

Inherited from Logging

Inherited from HasIgnoredCols

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped