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, HasIgnoredCols, H2OTreeBasedUnsupervisedAlgorithm[IsolationForestParameters], H2OUnsupervisedAlgorithm[IsolationForestParameters], H2OAlgorithm[IsolationForestParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[IsolationForestParameters], 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. H2OIsolationForest
  2. H2OIsolationForestParams
  3. HasValidationLabelCol
  4. HasCalibrationDataFrame
  5. HasIgnoredCols
  6. H2OTreeBasedUnsupervisedAlgorithm
  7. H2OUnsupervisedAlgorithm
  8. H2OAlgorithm
  9. H2OAlgorithmCommonParams
  10. H2OAlgorithmMOJOParams
  11. H2OEstimator
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OTrainFramePreparation
  15. H2OAlgoCommonUtils
  16. EstimatorCommonUtils
  17. RestCommunication
  18. RestEncodingUtils
  19. Logging
  20. H2OCommonParams
  21. H2OBaseMOJOParams
  22. HasDataFrameSerializer
  23. H2OAlgoParamsBase
  24. H2OFrameLifecycle
  25. ParameterConstructorMethods
  26. Estimator
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. 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
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  26. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  27. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  28. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  31. 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

  32. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  38. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  40. def explainParams(): String

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    Definition Classes
    Params

  41. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  42. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  44. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  45. def finalize(): Unit

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

  46. def fit(dataset: Dataset[_]): H2OIsolationForestMOJOModel

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    Definition Classes
    H2OIsolationForest → H2OTreeBasedUnsupervisedAlgorithm → H2OUnsupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  52. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  53. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OIsolationForestParams

  54. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  55. def getCategoricalEncoding(): String

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    AnyRef → Any

  57. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2OIsolationForestParams

  58. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OIsolationForestParams

  59. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  60. def getContamination(): Double

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    Definition Classes
    H2OIsolationForestParams

  61. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  62. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  63. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  65. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  66. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OIsolationForestParams

  67. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  68. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OIsolationForestParams

  69. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  70. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  71. def getMaxDepth(): Int

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    Definition Classes
    H2OIsolationForestParams

  72. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OIsolationForestParams

  73. def getMinRows(): Double

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    Definition Classes
    H2OIsolationForestParams

  74. def getModelId(): String

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    Definition Classes
    H2OIsolationForestParams

  75. def getMtries(): Int

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    Definition Classes
    H2OIsolationForestParams

  76. def getNtrees(): Int

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  79. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  80. def getSampleRate(): Double

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    Definition Classes
    H2OIsolationForestParams

  81. def getSampleSize(): Long

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    Definition Classes
    H2OIsolationForestParams

  82. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OIsolationForestParams

  83. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OIsolationForestParams

  84. def getSeed(): Long

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    Definition Classes
    H2OIsolationForestParams

  85. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  86. def getStoppingMetric(): String

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    Definition Classes
    H2OIsolationForestParams

  87. def getStoppingRounds(): Int

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    Definition Classes
    H2OIsolationForestParams

  88. def getStoppingTolerance(): Double

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    Definition Classes
    H2OIsolationForestParams

  89. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  90. def getValidationLabelCol(): String

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    Definition Classes
    HasValidationLabelCol

  91. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  92. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  93. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  95. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  96. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  97. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  99. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  100. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  105. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  106. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  108. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  109. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  110. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  117. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  123. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  124. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  125. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  126. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  127. val mtries: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    AnyRef

  129. final def notify(): Unit

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    Definition Classes
    AnyRef

  130. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  131. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  142. def paramTag: ClassTag[IsolationForestParameters]

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  143. var parameters: IsolationForestParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  145. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  146. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

  147. 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

  148. 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

  149. 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

  150. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  151. val sampleSize: LongParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  152. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  153. def save(path: String): Unit

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

  154. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  155. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  156. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    HasCalibrationDataFrame

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  171. def setDataFrameSerializer(fullClassName: String): H2OIsolationForest.this.type

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    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    HasValidationLabelCol

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

  204. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  205. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  206. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  207. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  210. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  215. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  217. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  220. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  222. val uid: String

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    Definition Classes
    H2OIsolationForest → Identifiable

  223. 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

  224. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  225. val validationLabelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasValidationLabelCol

  226. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  229. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  230. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  231. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  232. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OIsolationForestParams

Inherited from HasValidationLabelCol

Inherited from HasCalibrationDataFrame

Inherited from HasIgnoredCols

Inherited from H2OTreeBasedUnsupervisedAlgorithm[IsolationForestParameters]

Inherited from H2OUnsupervisedAlgorithm[IsolationForestParameters]

Inherited from H2OAlgorithm[IsolationForestParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[IsolationForestParameters]

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