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, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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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. H2OFrameLifecycle
  18. ParameterConstructorMethods
  19. H2OBaseMOJOParams
  20. Logging
  21. Estimator
  22. PipelineStage
  23. Logging
  24. Params
  25. Serializable
  26. Serializable
  27. Identifiable
  28. AnyRef
  29. 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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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 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, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  96. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  97. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  102. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  103. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  105. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  106. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  113. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  119. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  120. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  121. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  122. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  123. val mtries: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  124. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  126. final def notify(): Unit

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    Definition Classes
    AnyRef

  127. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  128. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  138. def paramTag: ClassTag[IsolationForestParameters]

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  139. var parameters: IsolationForestParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  141. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  142. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

  143. 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

  144. 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

  145. 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

  146. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  147. val sampleSize: LongParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  148. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  149. def save(path: String): Unit

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

  150. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  151. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  152. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    HasCalibrationDataFrame

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    HasValidationLabelCol

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  200. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  201. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  202. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  203. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  206. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  211. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  213. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  215. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  217. val uid: String

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    Definition Classes
    H2OIsolationForest → Identifiable

  218. 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

  219. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  220. val validationLabelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasValidationLabelCol

  221. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  224. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  225. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  226. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  227. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  228. 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 H2OFrameLifecycle

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