Trait

ai.h2o.sparkling.ml.params

H2OAutoMLInputParams

Related Doc: package params

Permalink

trait H2OAutoMLInputParams extends H2OAlgoParamsBase with HasIgnoredCols with HasLeaderboardDataFrame with HasBlendingDataFrame

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

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

    Permalink
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

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

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    HasBlendingDataFrame → Identifiable

Concrete Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  7. final def clear(param: Param[_]): H2OAutoMLInputParams.this.type

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  10. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    AnyRef

  18. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  20. def explainParams(): String

    Permalink
    Definition Classes
    Params

  21. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  23. def finalize(): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  25. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    Params

  27. def getBlendingDataFrame(): DataFrame

    Permalink
    Definition Classes
    HasBlendingDataFrame

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

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  30. def getFoldCol(): String

    Permalink

  31. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

  32. def getLabelCol(): String

    Permalink

  33. def getLeaderboardDataFrame(): DataFrame

    Permalink
    Definition Classes
    HasLeaderboardDataFrame

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  36. def getSortMetric(): String

    Permalink

  37. def getWeightCol(): String

    Permalink

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

    Permalink
    Definition Classes
    Params

  39. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  40. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  42. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  46. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  48. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  49. val labelCol: Param[String]

    Permalink
    Attributes
    protected

  50. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  57. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    AnyRef

  64. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  65. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    HasBlendingDataFrame

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink

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

    Permalink
    Definition Classes
    HasIgnoredCols

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

    Permalink

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

    Permalink
    Definition Classes
    HasLeaderboardDataFrame

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

    Permalink

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

    Permalink

  88. val sortMetric: Param[String]

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    AnyRef

  92. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  93. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  96. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected

Inherited from HasBlendingDataFrame

Inherited from HasLeaderboardDataFrame

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