Class/Object

ai.h2o.sparkling.ml.algos

H2OIsolationForest

Related Docs: object H2OIsolationForest | package algos

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class H2OIsolationForest extends H2OTreeBasedUnsupervisedAlgorithm[IsolationForestParameters] with H2OIsolationForestParams

Linear Supertypes
H2OIsolationForestParams, HasValidationLabelCol, HasCalibrationDataFrame, H2OTreeBasedUnsupervisedAlgorithm[IsolationForestParameters], H2OUnsupervisedAlgorithm[IsolationForestParameters], H2OAlgorithm[IsolationForestParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. H2OIsolationForest
  2. H2OIsolationForestParams
  3. HasValidationLabelCol
  4. HasCalibrationDataFrame
  5. H2OTreeBasedUnsupervisedAlgorithm
  6. H2OUnsupervisedAlgorithm
  7. H2OAlgorithm
  8. DefaultParamsWritable
  9. MLWritable
  10. H2OTrainFramePreparation
  11. H2OAlgoCommonUtils
  12. EstimatorCommonUtils
  13. RestCommunication
  14. RestEncodingUtils
  15. H2OCommonParams
  16. H2OAlgoParamsBase
  17. ParameterConstructorMethods
  18. H2OBaseMOJOParams
  19. Logging
  20. Estimator
  21. PipelineStage
  22. Logging
  23. Params
  24. Serializable
  25. Serializable
  26. Identifiable
  27. AnyRef
  28. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OIsolationForest()

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  2. new H2OIsolationForest(uid: String)

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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 buildTreeOneNode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  9. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    RestCommunication

  11. final def clear(param: Param[_]): H2OIsolationForest.this.type

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    Definition Classes
    Params

  12. def clone(): AnyRef

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

  13. val colSampleRateChangePerLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  14. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  15. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  16. val contamination: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  18. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  19. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  22. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def copy(extra: ParamMap): H2OIsolationForest.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  28. 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

  29. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  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 exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  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
    H2OBaseMOJOParams

  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[_]): H2OIsolationForestMOJOModel

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    Definition Classes
    H2OIsolationForest → H2OTreeBasedUnsupervisedAlgorithm → H2OUnsupervisedAlgorithm → H2OAlgorithm → 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 getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OIsolationForestParams

  51. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  52. def getCategoricalEncoding(): String

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    AnyRef → Any

  54. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2OIsolationForestParams

  55. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OIsolationForestParams

  56. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  57. def getContamination(): Double

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    Definition Classes
    H2OIsolationForestParams

  58. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  59. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  61. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  62. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OIsolationForestParams

  63. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  64. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OIsolationForestParams

  65. def getIgnoredCols(): Array[String]

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    Definition Classes
    H2OIsolationForestParams

  66. def getMaxDepth(): Int

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    Definition Classes
    H2OIsolationForestParams

  67. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OIsolationForestParams

  68. def getMinRows(): Double

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    Definition Classes
    H2OIsolationForestParams

  69. def getModelId(): String

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    Definition Classes
    H2OIsolationForestParams

  70. def getMtries(): Int

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    Definition Classes
    H2OIsolationForestParams

  71. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  72. def getNtrees(): Int

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  75. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  76. def getSampleRate(): Double

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    Definition Classes
    H2OIsolationForestParams

  77. def getSampleSize(): Long

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    Definition Classes
    H2OIsolationForestParams

  78. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OIsolationForestParams

  79. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OIsolationForestParams

  80. def getSeed(): Long

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    Definition Classes
    H2OIsolationForestParams

  81. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  82. def getStoppingMetric(): String

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    Definition Classes
    H2OIsolationForestParams

  83. def getStoppingRounds(): Int

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    Definition Classes
    H2OIsolationForestParams

  84. def getStoppingTolerance(): Double

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    Definition Classes
    H2OIsolationForestParams

  85. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  86. def getValidationLabelCol(): String

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    Definition Classes
    HasValidationLabelCol

  87. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  88. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  89. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  91. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  92. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  93. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  94. val ignoredCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  95. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  96. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  101. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  102. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  104. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  105. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  112. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  118. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  119. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  120. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  121. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  122. val mtries: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  123. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  125. final def notify(): Unit

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    Definition Classes
    AnyRef

  126. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  127. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  136. def paramTag: ClassTag[IsolationForestParameters]

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  137. var parameters: IsolationForestParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  139. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  140. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

  141. 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

  142. 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

  143. 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

  144. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  145. val sampleSize: LongParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  146. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  147. def save(path: String): Unit

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

  148. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  149. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  150. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  151. final def set(paramPair: ParamPair[_]): H2OIsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  152. final def set(param: String, value: Any): H2OIsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  153. final def set[T](param: Param[T], value: T): H2OIsolationForest.this.type

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    Definition Classes
    Params

  154. def setBuildTreeOneNode(value: Boolean): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  155. def setCalibrationDataFrame(value: DataFrame): H2OIsolationForest.this.type

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    Definition Classes
    HasCalibrationDataFrame

  156. def setCategoricalEncoding(value: String): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  157. def setColSampleRateChangePerLevel(value: Double): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  158. def setColSampleRatePerTree(value: Double): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  159. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  160. def setColumnsToCategorical(columns: Array[String]): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  161. def setColumnsToCategorical(first: String, others: String*): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  162. def setContamination(value: Double): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  163. def setConvertInvalidNumbersToNa(value: Boolean): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  164. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  165. final def setDefault(paramPairs: ParamPair[_]*): H2OIsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  166. final def setDefault[T](param: Param[T], value: T): H2OIsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  167. def setDetailedPredictionCol(columnName: String): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  168. def setExportCheckpointsDir(value: String): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  169. def setFeaturesCol(first: String): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  170. def setFeaturesCols(columnNames: ArrayList[String]): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  171. def setFeaturesCols(columnNames: Array[String]): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  172. def setFeaturesCols(first: String, others: String*): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  173. def setIgnoreConstCols(value: Boolean): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  174. def setIgnoredCols(value: Array[String]): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  175. def setMaxDepth(value: Int): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  176. def setMaxRuntimeSecs(value: Double): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  177. def setMinRows(value: Double): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  178. def setModelId(value: String): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  179. def setMtries(value: Int): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  180. def setNamedMojoOutputColumns(value: Boolean): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  181. def setNtrees(value: Int): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  182. def setPredictionCol(columnName: String): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  183. def setSampleRate(value: Double): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  184. def setSampleSize(value: Long): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  185. def setScoreEachIteration(value: Boolean): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  186. def setScoreTreeInterval(value: Int): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  187. def setSeed(value: Long): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  188. def setSplitRatio(ratio: Double): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  189. def setStoppingMetric(value: String): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  190. def setStoppingRounds(value: Int): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  191. def setStoppingTolerance(value: Double): H2OIsolationForest.this.type

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    Definition Classes
    H2OIsolationForestParams

  192. def setValidationDataFrame(dataFrame: DataFrame): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  193. def setValidationLabelCol(value: String): H2OIsolationForest.this.type

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    Definition Classes
    HasValidationLabelCol

  194. def setWithContributions(enabled: Boolean): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  195. def setWithDetailedPredictionCol(enabled: Boolean): H2OIsolationForest.this.type

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

  196. def setWithLeafNodeAssignments(enabled: Boolean): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  197. def setWithStageResults(enabled: Boolean): H2OIsolationForest.this.type

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    Definition Classes
    H2OCommonParams

  198. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  199. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  200. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  201. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  204. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  209. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  211. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  213. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  215. val uid: String

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    Definition Classes
    H2OIsolationForest → Identifiable

  216. 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

  217. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  218. val validationLabelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasValidationLabelCol

  219. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  222. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  223. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  224. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  225. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  226. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OIsolationForestParams

Inherited from HasValidationLabelCol

Inherited from HasCalibrationDataFrame

Inherited from H2OTreeBasedUnsupervisedAlgorithm[IsolationForestParameters]

Inherited from H2OUnsupervisedAlgorithm[IsolationForestParameters]

Inherited from H2OAlgorithm[IsolationForestParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

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