Class

ai.h2o.sparkling.ml.algos

H2OTreeBasedSupervisedAlgorithm

Related Doc: package algos

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abstract class H2OTreeBasedSupervisedAlgorithm[P <: Parameters] extends H2OSupervisedAlgorithm[P] with H2OTreeBasedSupervisedMOJOParams

Linear Supertypes
H2OTreeBasedSupervisedMOJOParams, H2OSupervisedAlgorithm[P], H2OAlgoSupervisedParams[P], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[P], H2OAlgoCommonParams[P], H2OCommonParams, H2OMOJOAlgoSharedParams, H2OAlgoParamsHelper[P], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODRF, H2OGBM, H2OXGBoost
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OTreeBasedSupervisedAlgorithm
  2. H2OTreeBasedSupervisedMOJOParams
  3. H2OSupervisedAlgorithm
  4. H2OAlgoSupervisedParams
  5. H2OCommonSupervisedParams
  6. H2OSupervisedMOJOParams
  7. H2OAlgorithm
  8. H2OAlgoCommonParams
  9. H2OCommonParams
  10. H2OMOJOAlgoSharedParams
  11. H2OAlgoParamsHelper
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OAlgoCommonUtils
  15. EstimatorCommonUtils
  16. RestCommunication
  17. RestEncodingUtils
  18. Logging
  19. Estimator
  20. PipelineStage
  21. Logging
  22. Params
  23. Serializable
  24. Serializable
  25. Identifiable
  26. AnyRef
  27. Any
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Visibility
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Instance Constructors

  1. new H2OTreeBasedSupervisedAlgorithm()(implicit arg0: ClassTag[P])

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Type Members

  1. abstract type H2O_SCHEMA

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    Definition Classes
    H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def paramTag: ClassTag[P]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  2. abstract def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  3. abstract val uid: String

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    Definition Classes
    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: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. def checkResponseCode(connection: HttpURLConnection): Unit

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    Definition Classes
    RestCommunication

  9. final def clear(param: Param[_]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  12. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  14. def copy(extra: ParamMap): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  17. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  18. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  21. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  22. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  23. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  24. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  28. def explainParams(): String

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    Definition Classes
    Params

  29. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def finalize(): Unit

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

  33. def fit(dataset: Dataset[_]): H2OTreeBasedSupervisedMOJOModel

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    Definition Classes
    H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

  34. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  35. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  36. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  37. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  39. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  41. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
    AnyRef → Any

  43. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  44. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  45. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  47. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  48. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

  49. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  50. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  51. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  52. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  53. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  54. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  55. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  56. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  57. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  58. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  59. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  60. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  61. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  63. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    Params

  65. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  66. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  67. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  68. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  69. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  70. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  72. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  73. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  75. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  76. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  77. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication

  78. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  80. def intParam(name: String, doc: Option[String] = None): IntParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  83. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  84. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  86. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  87. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  88. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Definition Classes
    Logging

  95. def logName: String

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    Attributes
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  100. def longParam(name: String, doc: Option[String] = None): LongParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  102. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  103. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  105. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  106. final def notify(): Unit

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    Definition Classes
    AnyRef

  107. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  108. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  109. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
    protected
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

  111. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  113. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    Attributes
    protected
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    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  115. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

  117. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
    protected
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    H2OAlgoParamsHelper

  119. var parameters: P

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  121. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  122. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame])

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  123. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm

  124. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)])(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  125. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  126. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  127. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  128. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  129. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  130. final def set(paramPair: ParamPair[_]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Attributes
    protected
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    Params

  131. final def set(param: String, value: Any): H2OTreeBasedSupervisedAlgorithm.this.type

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    Attributes
    protected
    Definition Classes
    Params

  132. final def set[T](param: Param[T], value: T): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    Params

  133. def setAllStringColumnsToCategorical(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  134. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  135. def setColumnsToCategorical(columns: Array[String]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  136. def setColumnsToCategorical(first: String, others: String*): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  137. def setConvertInvalidNumbersToNa(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  138. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  139. final def setDefault(paramPairs: ParamPair[_]*): H2OTreeBasedSupervisedAlgorithm.this.type

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    Attributes
    protected
    Definition Classes
    Params

  140. final def setDefault[T](param: Param[T], value: T): H2OTreeBasedSupervisedAlgorithm.this.type

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    Attributes
    protected
    Definition Classes
    Params

  141. def setDetailedPredictionCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  142. def setDistribution(value: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgoCommonParams

  143. def setFeaturesCol(first: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  144. def setFeaturesCols(columnNames: ArrayList[String]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  145. def setFeaturesCols(columnNames: Array[String]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  146. def setFeaturesCols(first: String, others: String*): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  147. def setFoldCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  148. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgoCommonParams

  149. def setKeepCrossValidationPredictions(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgoCommonParams

  150. def setLabelCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  151. def setModelId(id: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgoCommonParams

  152. def setNamedMojoOutputColumns(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  153. def setNfolds(value: Int): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  154. def setOffsetCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  155. def setParallelizeCrossValidation(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgoCommonParams

  156. def setPredictionCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  157. def setSeed(value: Long): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  158. def setSplitRatio(ratio: Double): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  159. def setWeightCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  160. def setWithContributions(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  161. def setWithDetailedPredictionCol(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )

  162. def setWithLeafNodeAssignments(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  163. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  164. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  166. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  168. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  169. def stringifyArray(arr: Array[_]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  170. def stringifyMap(map: Map[_, _]): String

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    protected
    Definition Classes
    RestEncodingUtils

  171. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  172. def stringifyPrimitiveParam(value: Any): String

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  174. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  175. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  176. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

  177. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  178. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  179. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  182. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  183. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  184. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  185. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  186. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OSupervisedAlgorithm[P]

Inherited from H2OAlgoSupervisedParams[P]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[P]

Inherited from H2OAlgoCommonParams[P]

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from H2OAlgoParamsHelper[P]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped