Class/Object

ai.h2o.sparkling.ml.algos

H2OExtendedIsolationForest

Related Docs: object H2OExtendedIsolationForest | package algos

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class H2OExtendedIsolationForest extends H2OTreeBasedUnsupervisedAlgorithm[ExtendedIsolationForestParameters] with H2OExtendedIsolationForestParams

Linear Supertypes
H2OExtendedIsolationForestParams, HasIgnoredCols, H2OTreeBasedUnsupervisedAlgorithm[ExtendedIsolationForestParameters], H2OUnsupervisedAlgorithm[ExtendedIsolationForestParameters], H2OAlgorithm[ExtendedIsolationForestParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[ExtendedIsolationForestParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OExtendedIsolationForest
  2. H2OExtendedIsolationForestParams
  3. HasIgnoredCols
  4. H2OTreeBasedUnsupervisedAlgorithm
  5. H2OUnsupervisedAlgorithm
  6. H2OAlgorithm
  7. H2OAlgorithmCommonParams
  8. H2OAlgorithmMOJOParams
  9. H2OEstimator
  10. DefaultParamsWritable
  11. MLWritable
  12. H2OTrainFramePreparation
  13. H2OAlgoCommonUtils
  14. EstimatorCommonUtils
  15. RestCommunication
  16. RestEncodingUtils
  17. Logging
  18. H2OCommonParams
  19. H2OBaseMOJOParams
  20. HasDataFrameSerializer
  21. H2OAlgoParamsBase
  22. H2OFrameLifecycle
  23. ParameterConstructorMethods
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OExtendedIsolationForest()

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  2. new H2OExtendedIsolationForest(uid: String)

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  8. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2OExtendedIsolationForest.this.type

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    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  14. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  15. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  17. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  18. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  20. def copy(extra: ParamMap): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  22. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  23. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  24. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

  26. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  27. 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

  28. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  29. val disableTrainingMetrics: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  35. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  37. def explainParams(): String

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    Definition Classes
    Params

  38. val extensionLevel: IntParam

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  39. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  41. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  42. def finalize(): Unit

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

  43. def fit(dataset: Dataset[_]): H2OExtendedIsolationForestMOJOModel

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    Definition Classes
    H2OExtendedIsolationForest → H2OTreeBasedUnsupervisedAlgorithm → H2OUnsupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  49. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  50. def getCategoricalEncoding(): String

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    Definition Classes
    H2OExtendedIsolationForestParams

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

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    Definition Classes
    AnyRef → Any

  52. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  53. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  54. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  55. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  57. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  58. def getDisableTrainingMetrics(): Boolean

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    Definition Classes
    H2OExtendedIsolationForestParams

  59. def getExtensionLevel(): Int

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    Definition Classes
    H2OExtendedIsolationForestParams

  60. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  61. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OExtendedIsolationForestParams

  62. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  63. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  64. def getModelId(): String

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    Definition Classes
    H2OExtendedIsolationForestParams

  65. def getNtrees(): Int

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    Definition Classes
    H2OExtendedIsolationForestParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  68. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  69. def getSampleSize(): Int

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    Definition Classes
    H2OExtendedIsolationForestParams

  70. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OExtendedIsolationForestParams

  71. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OExtendedIsolationForestParams

  72. def getSeed(): Long

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    Definition Classes
    H2OExtendedIsolationForestParams

  73. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  74. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  75. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  76. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  77. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  79. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  80. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  81. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  83. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  84. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  89. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  90. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  92. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  93. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  94. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  101. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  107. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

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

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    Definition Classes
    AnyRef

  109. final def notify(): Unit

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    Definition Classes
    AnyRef

  110. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  111. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  112. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  122. def paramTag: ClassTag[ExtendedIsolationForestParameters]

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  123. var parameters: ExtendedIsolationForestParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  125. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  126. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

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

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    Definition Classes
    RestCommunication

  128. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  130. val sampleSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  131. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  132. def save(path: String): Unit

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

  133. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  134. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  135. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  136. final def set(paramPair: ParamPair[_]): H2OExtendedIsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  137. final def set(param: String, value: Any): H2OExtendedIsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  138. final def set[T](param: Param[T], value: T): H2OExtendedIsolationForest.this.type

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    Definition Classes
    Params

  139. def setCategoricalEncoding(value: String): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  140. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  141. def setColumnsToCategorical(columns: Array[String]): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  142. def setColumnsToCategorical(first: String, others: String*): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  143. def setConvertInvalidNumbersToNa(value: Boolean): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  144. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  145. def setDataFrameSerializer(fullClassName: String): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OBaseMOJOParams

  146. final def setDefault(paramPairs: ParamPair[_]*): H2OExtendedIsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  147. final def setDefault[T](param: Param[T], value: T): H2OExtendedIsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  148. def setDetailedPredictionCol(columnName: String): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  149. def setDisableTrainingMetrics(value: Boolean): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  150. def setExtensionLevel(value: Int): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  151. def setFeaturesCol(first: String): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  152. def setFeaturesCols(columnNames: ArrayList[String]): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  153. def setFeaturesCols(columnNames: Array[String]): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  154. def setFeaturesCols(first: String, others: String*): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  155. def setIgnoreConstCols(value: Boolean): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  156. def setIgnoredCols(value: Array[String]): H2OExtendedIsolationForest.this.type

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    Definition Classes
    HasIgnoredCols

  157. def setKeepBinaryModels(value: Boolean): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  158. def setModelId(value: String): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  159. def setNtrees(value: Int): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  160. def setPredictionCol(columnName: String): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  161. def setSampleSize(value: Int): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  162. def setScoreEachIteration(value: Boolean): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  163. def setScoreTreeInterval(value: Int): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  164. def setSeed(value: Long): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OExtendedIsolationForestParams

  165. def setSplitRatio(ratio: Double): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  166. def setValidationDataFrame(dataFrame: DataFrame): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  167. def setWithContributions(enabled: Boolean): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  168. def setWithLeafNodeAssignments(enabled: Boolean): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  169. def setWithStageResults(enabled: Boolean): H2OExtendedIsolationForest.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  170. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  173. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

  176. def stringifyPair(pair: Tuple2[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  178. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  180. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  182. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  183. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  185. val uid: String

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    Definition Classes
    H2OExtendedIsolationForest → Identifiable

  186. 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

  187. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  188. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  191. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  192. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  193. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  194. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OExtendedIsolationForestParams

Inherited from HasIgnoredCols

Inherited from H2OTreeBasedUnsupervisedAlgorithm[ExtendedIsolationForestParameters]

Inherited from H2OUnsupervisedAlgorithm[ExtendedIsolationForestParameters]

Inherited from H2OAlgorithm[ExtendedIsolationForestParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[ExtendedIsolationForestParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

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