Trait

ai.h2o.sparkling.ml.params

H2OCommonParams

Related Doc: package params

Permalink

trait H2OCommonParams extends H2OBaseMOJOParams with H2OAlgoParamsBase

This trait contains parameters that are shared across all algorithms.

Linear Supertypes
H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgorithm, H2OAutoML, H2OAutoMLClassifier, H2OAutoMLParams, H2OAutoMLRegressor, H2ODRF, H2ODRFClassifier, H2ODRFRegressor, H2ODeepLearning, H2ODeepLearningClassifier, H2ODeepLearningRegressor, H2OGAM, H2OGAMClassifier, H2OGAMRegressor, H2OGBM, H2OGBMClassifier, H2OGBMRegressor, H2OGLM, H2OGLMClassifier, H2OGLMRegressor, H2OIsolationForest, H2OKMeans, H2OSupervisedAlgorithm, H2OTreeBasedSupervisedAlgorithm, H2OTreeBasedUnsupervisedAlgorithm, H2OUnsupervisedAlgorithm, H2OXGBoost, H2OXGBoostClassifier, H2OXGBoostRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OCommonParams
  2. H2OAlgoParamsBase
  3. ParameterConstructorMethods
  4. H2OBaseMOJOParams
  5. Logging
  6. Logging
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

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

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    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[_]): H2OCommonParams.this.type

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  11. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  12. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  14. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  18. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    AnyRef

  22. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  24. def explainParams(): String

    Permalink
    Definition Classes
    Params

  25. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  27. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  28. def finalize(): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  32. def getColumnsToCategorical(): Array[String]

    Permalink

  33. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  34. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Definition Classes
    Params

  36. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  37. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  38. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  41. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  42. def getSplitRatio(): Double

    Permalink

  43. def getValidationDataFrame(): DataFrame

    Permalink

  44. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  45. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  46. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Definition Classes
    Params

  48. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  49. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  50. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  54. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  56. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  57. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  64. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  70. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Definition Classes
    AnyRef

  72. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  73. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  83. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  84. final def set(paramPair: ParamPair[_]): H2OCommonParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  85. final def set(param: String, value: Any): H2OCommonParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  86. final def set[T](param: Param[T], value: T): H2OCommonParams.this.type

    Permalink
    Definition Classes
    Params

  87. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OCommonParams.this.type

    Permalink

  88. def setColumnsToCategorical(columns: Array[String]): H2OCommonParams.this.type

    Permalink

  89. def setColumnsToCategorical(first: String, others: String*): H2OCommonParams.this.type

    Permalink

  90. def setConvertInvalidNumbersToNa(value: Boolean): H2OCommonParams.this.type

    Permalink

  91. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OCommonParams.this.type

    Permalink

  92. final def setDefault(paramPairs: ParamPair[_]*): H2OCommonParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  93. final def setDefault[T](param: Param[T], value: T): H2OCommonParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  94. def setDetailedPredictionCol(columnName: String): H2OCommonParams.this.type

    Permalink

  95. def setFeaturesCol(first: String): H2OCommonParams.this.type

    Permalink

  96. def setFeaturesCols(columnNames: ArrayList[String]): H2OCommonParams.this.type

    Permalink

  97. def setFeaturesCols(columnNames: Array[String]): H2OCommonParams.this.type

    Permalink

  98. def setFeaturesCols(first: String, others: String*): H2OCommonParams.this.type

    Permalink

  99. def setNamedMojoOutputColumns(value: Boolean): H2OCommonParams.this.type

    Permalink

  100. def setPredictionCol(columnName: String): H2OCommonParams.this.type

    Permalink

  101. def setSplitRatio(ratio: Double): H2OCommonParams.this.type

    Permalink

  102. def setValidationDataFrame(dataFrame: DataFrame): H2OCommonParams.this.type

    Permalink

  103. def setWithContributions(enabled: Boolean): H2OCommonParams.this.type

    Permalink

  104. def setWithDetailedPredictionCol(enabled: Boolean): H2OCommonParams.this.type

    Permalink
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  105. def setWithLeafNodeAssignments(enabled: Boolean): H2OCommonParams.this.type

    Permalink

  106. def setWithStageResults(enabled: Boolean): H2OCommonParams.this.type

    Permalink

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

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    AnyRef

  111. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  112. final val validationDataFrame: NullableDataFrameParam

    Permalink
    Attributes
    protected

  113. final def wait(): Unit

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

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

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

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

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

  116. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  117. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  118. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  119. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OAlgoParamsBase

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