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()
  2. new H2OIsolationForest(uid: String)

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. val buildTreeOneNode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  9. val categoricalEncoding: Param[String]
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  10. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  11. final def clear(param: Param[_]): H2OIsolationForest.this.type
    Definition Classes
    Params
  12. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  13. val colSampleRateChangePerLevel: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  14. val colSampleRatePerTree: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  15. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  16. val contamination: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  17. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  18. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  19. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  20. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  21. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  22. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  23. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. def copy(extra: ParamMap): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  25. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  26. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  27. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    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
    Definition Classes
    RestCommunication
  29. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  30. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  31. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  32. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  33. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  34. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  35. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  36. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  37. def explainParams(): String
    Definition Classes
    Params
  38. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  39. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  40. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  41. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  42. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  43. def fit(dataset: Dataset[_]): H2OIsolationForestMOJOModel
    Definition Classes
    H2OIsolationForest → H2OTreeBasedUnsupervisedAlgorithm → H2OUnsupervisedAlgorithm → H2OAlgorithm → Estimator
  44. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  45. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  46. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  47. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  48. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  50. def getBuildTreeOneNode(): Boolean
    Definition Classes
    H2OIsolationForestParams
  51. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  52. def getCategoricalEncoding(): String
    Definition Classes
    H2OIsolationForestParams
  53. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  54. def getColSampleRateChangePerLevel(): Double
    Definition Classes
    H2OIsolationForestParams
  55. def getColSampleRatePerTree(): Double
    Definition Classes
    H2OIsolationForestParams
  56. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  57. def getContamination(): Double
    Definition Classes
    H2OIsolationForestParams
  58. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  59. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  60. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  61. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  62. def getExportCheckpointsDir(): String
    Definition Classes
    H2OIsolationForestParams
  63. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  64. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OIsolationForestParams
  65. def getIgnoredCols(): Array[String]
    Definition Classes
    H2OIsolationForestParams
  66. def getMaxDepth(): Int
    Definition Classes
    H2OIsolationForestParams
  67. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OIsolationForestParams
  68. def getMinRows(): Double
    Definition Classes
    H2OIsolationForestParams
  69. def getModelId(): String
    Definition Classes
    H2OIsolationForestParams
  70. def getMtries(): Int
    Definition Classes
    H2OIsolationForestParams
  71. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  72. def getNtrees(): Int
    Definition Classes
    H2OIsolationForestParams
  73. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  74. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  75. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  76. def getSampleRate(): Double
    Definition Classes
    H2OIsolationForestParams
  77. def getSampleSize(): Long
    Definition Classes
    H2OIsolationForestParams
  78. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OIsolationForestParams
  79. def getScoreTreeInterval(): Int
    Definition Classes
    H2OIsolationForestParams
  80. def getSeed(): Long
    Definition Classes
    H2OIsolationForestParams
  81. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  82. def getStoppingMetric(): String
    Definition Classes
    H2OIsolationForestParams
  83. def getStoppingRounds(): Int
    Definition Classes
    H2OIsolationForestParams
  84. def getStoppingTolerance(): Double
    Definition Classes
    H2OIsolationForestParams
  85. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  86. def getValidationLabelCol(): String
    Definition Classes
    HasValidationLabelCol
  87. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  88. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  89. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  90. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  91. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  92. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  93. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  94. val ignoredCols: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  95. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  96. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  98. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  99. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  100. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  101. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  102. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  103. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  104. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  105. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  106. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  107. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  114. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  119. val maxDepth: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  120. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  121. val minRows: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  122. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  123. val mtries: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  124. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  125. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  126. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  127. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  128. val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  129. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  130. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  132. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  135. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  137. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  138. def paramTag: ClassTag[IsolationForestParameters]
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  139. var parameters: IsolationForestParameters
    Attributes
    protected
    Definition Classes
    H2OAlgorithm
  140. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  141. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  142. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit
    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
    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
    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
    Definition Classes
    RestCommunication
  146. val sampleRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  147. val sampleSize: LongParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  148. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  149. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  150. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  151. val scoreTreeInterval: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  152. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  153. final def set(paramPair: ParamPair[_]): H2OIsolationForest.this.type
    Attributes
    protected
    Definition Classes
    Params
  154. final def set(param: String, value: Any): H2OIsolationForest.this.type
    Attributes
    protected
    Definition Classes
    Params
  155. final def set[T](param: Param[T], value: T): H2OIsolationForest.this.type
    Definition Classes
    Params
  156. def setBuildTreeOneNode(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  157. def setCalibrationDataFrame(value: DataFrame): H2OIsolationForest.this.type
    Definition Classes
    HasCalibrationDataFrame
  158. def setCategoricalEncoding(value: String): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  159. def setColSampleRateChangePerLevel(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  160. def setColSampleRatePerTree(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  161. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  162. def setColumnsToCategorical(columns: Array[String]): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  163. def setColumnsToCategorical(first: String, others: String*): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  164. def setContamination(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  165. def setConvertInvalidNumbersToNa(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  166. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  167. final def setDefault(paramPairs: ParamPair[_]*): H2OIsolationForest.this.type
    Attributes
    protected
    Definition Classes
    Params
  168. final def setDefault[T](param: Param[T], value: T): H2OIsolationForest.this.type
    Attributes
    protected
    Definition Classes
    Params
  169. def setDetailedPredictionCol(columnName: String): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  170. def setExportCheckpointsDir(value: String): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  171. def setFeaturesCol(first: String): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  172. def setFeaturesCols(columnNames: ArrayList[String]): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  173. def setFeaturesCols(columnNames: Array[String]): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  174. def setFeaturesCols(first: String, others: String*): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  175. def setIgnoreConstCols(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  176. def setIgnoredCols(value: Array[String]): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  177. def setMaxDepth(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  178. def setMaxRuntimeSecs(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  179. def setMinRows(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  180. def setModelId(value: String): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  181. def setMtries(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  182. def setNamedMojoOutputColumns(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  183. def setNtrees(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  184. def setPredictionCol(columnName: String): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  185. def setSampleRate(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  186. def setSampleSize(value: Long): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  187. def setScoreEachIteration(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  188. def setScoreTreeInterval(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  189. def setSeed(value: Long): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  190. def setSplitRatio(ratio: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  191. def setStoppingMetric(value: String): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  192. def setStoppingRounds(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  193. def setStoppingTolerance(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  194. def setValidationDataFrame(dataFrame: DataFrame): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  195. def setValidationLabelCol(value: String): H2OIsolationForest.this.type
    Definition Classes
    HasValidationLabelCol
  196. def setWithContributions(enabled: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  197. def setWithDetailedPredictionCol(enabled: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  198. def setWithLeafNodeAssignments(enabled: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  199. def setWithStageResults(enabled: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  200. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  201. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  202. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  203. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  204. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  205. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  206. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  207. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  208. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  209. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  210. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  211. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  212. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  213. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  214. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  215. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  216. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  217. val uid: String
    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
    Definition Classes
    RestCommunication
  219. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  220. val validationLabelCol: Param[String]
    Attributes
    protected
    Definition Classes
    HasValidationLabelCol
  221. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  222. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  223. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  224. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  225. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  226. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  227. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  228. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  229. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    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