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

  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 getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  77. def getNtrees(): Int

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  80. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  81. def getSampleRate(): Double

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    Definition Classes
    H2OIsolationForestParams

  82. def getSampleSize(): Long

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    Definition Classes
    H2OIsolationForestParams

  83. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OIsolationForestParams

  84. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OIsolationForestParams

  85. def getSeed(): Long

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    Definition Classes
    H2OIsolationForestParams

  86. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  87. def getStoppingMetric(): String

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    Definition Classes
    H2OIsolationForestParams

  88. def getStoppingRounds(): Int

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    Definition Classes
    H2OIsolationForestParams

  89. def getStoppingTolerance(): Double

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    Definition Classes
    H2OIsolationForestParams

  90. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  91. def getValidationLabelCol(): String

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    Definition Classes
    HasValidationLabelCol

  92. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  93. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  94. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  96. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  97. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  98. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  99. val ignoredCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  101. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  102. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  107. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  108. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  110. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  111. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  112. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  119. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  125. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  126. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  127. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  128. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  129. val mtries: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  130. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  132. final def notify(): Unit

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    Definition Classes
    AnyRef

  133. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  134. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  144. def paramTag: ClassTag[IsolationForestParameters]

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  145. var parameters: IsolationForestParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  147. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  148. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

  149. 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

  150. 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

  151. 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

  152. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  153. val sampleSize: LongParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  154. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  155. def save(path: String): Unit

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

  156. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  157. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  158. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    HasCalibrationDataFrame

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OIsolationForestParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    HasValidationLabelCol

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

  208. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  209. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  210. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

  211. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  214. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  219. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  221. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  224. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  226. val uid: String

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    Definition Classes
    H2OIsolationForest → Identifiable

  227. 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

  228. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  229. val validationLabelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasValidationLabelCol

  230. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  233. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  234. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  235. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  236. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  237. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    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 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