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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  2. By Inheritance
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()
  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
    H2OEstimator → Estimator → PipelineStage → Params
  25. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  26. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator
  27. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  28. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  29. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  30. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    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
    Definition Classes
    RestCommunication
  32. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  33. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  34. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  35. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  36. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  37. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  38. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  39. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  40. def explainParams(): String
    Definition Classes
    Params
  41. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  42. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  43. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  44. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  45. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  46. def fit(dataset: Dataset[_]): H2OIsolationForestMOJOModel
    Definition Classes
    H2OIsolationForest → H2OTreeBasedUnsupervisedAlgorithm → H2OUnsupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator
  47. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  48. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  49. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  50. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  51. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  52. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  53. def getBuildTreeOneNode(): Boolean
    Definition Classes
    H2OIsolationForestParams
  54. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  55. def getCategoricalEncoding(): String
    Definition Classes
    H2OIsolationForestParams
  56. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  57. def getColSampleRateChangePerLevel(): Double
    Definition Classes
    H2OIsolationForestParams
  58. def getColSampleRatePerTree(): Double
    Definition Classes
    H2OIsolationForestParams
  59. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  60. def getContamination(): Double
    Definition Classes
    H2OIsolationForestParams
  61. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  62. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  63. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  64. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  65. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  66. def getExportCheckpointsDir(): String
    Definition Classes
    H2OIsolationForestParams
  67. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  68. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OIsolationForestParams
  69. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  70. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  71. def getMaxDepth(): Int
    Definition Classes
    H2OIsolationForestParams
  72. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OIsolationForestParams
  73. def getMinRows(): Double
    Definition Classes
    H2OIsolationForestParams
  74. def getModelId(): String
    Definition Classes
    H2OIsolationForestParams
  75. def getMtries(): Int
    Definition Classes
    H2OIsolationForestParams
  76. def getNtrees(): Int
    Definition Classes
    H2OIsolationForestParams
  77. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  78. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  79. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  80. def getSampleRate(): Double
    Definition Classes
    H2OIsolationForestParams
  81. def getSampleSize(): Long
    Definition Classes
    H2OIsolationForestParams
  82. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OIsolationForestParams
  83. def getScoreTreeInterval(): Int
    Definition Classes
    H2OIsolationForestParams
  84. def getSeed(): Long
    Definition Classes
    H2OIsolationForestParams
  85. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  86. def getStoppingMetric(): String
    Definition Classes
    H2OIsolationForestParams
  87. def getStoppingRounds(): Int
    Definition Classes
    H2OIsolationForestParams
  88. def getStoppingTolerance(): Double
    Definition Classes
    H2OIsolationForestParams
  89. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  90. def getValidationLabelCol(): String
    Definition Classes
    HasValidationLabelCol
  91. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  92. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  93. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  94. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  95. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  96. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  97. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  98. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  99. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  101. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  102. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  103. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  104. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  105. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  106. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  107. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  108. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  109. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  110. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  111. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  118. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  119. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  120. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  123. val maxDepth: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  124. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  125. val minRows: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  126. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  127. val mtries: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  128. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  129. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  130. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  131. val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  132. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  135. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  137. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  138. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  139. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  140. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  141. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  142. def paramTag: ClassTag[IsolationForestParameters]
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  143. var parameters: IsolationForestParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  144. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  145. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  146. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit
    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
    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
    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
    Definition Classes
    RestCommunication
  150. val sampleRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  151. val sampleSize: LongParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  152. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  153. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  154. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  155. val scoreTreeInterval: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  156. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  157. final def set(paramPair: ParamPair[_]): H2OIsolationForest.this.type
    Attributes
    protected
    Definition Classes
    Params
  158. final def set(param: String, value: Any): H2OIsolationForest.this.type
    Attributes
    protected
    Definition Classes
    Params
  159. final def set[T](param: Param[T], value: T): H2OIsolationForest.this.type
    Definition Classes
    Params
  160. def setBuildTreeOneNode(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  161. def setCalibrationDataFrame(value: DataFrame): H2OIsolationForest.this.type
    Definition Classes
    HasCalibrationDataFrame
  162. def setCategoricalEncoding(value: String): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  163. def setColSampleRateChangePerLevel(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  164. def setColSampleRatePerTree(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  165. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  166. def setColumnsToCategorical(columns: Array[String]): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  167. def setColumnsToCategorical(first: String, others: String*): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  168. def setContamination(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  169. def setConvertInvalidNumbersToNa(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  170. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  171. def setDataFrameSerializer(fullClassName: String): H2OIsolationForest.this.type
    Definition Classes
    H2OBaseMOJOParams
  172. final def setDefault(paramPairs: ParamPair[_]*): H2OIsolationForest.this.type
    Attributes
    protected
    Definition Classes
    Params
  173. final def setDefault[T](param: Param[T], value: T): H2OIsolationForest.this.type
    Attributes
    protected
    Definition Classes
    Params
  174. def setDetailedPredictionCol(columnName: String): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  175. def setExportCheckpointsDir(value: String): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  176. def setFeaturesCol(first: String): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  177. def setFeaturesCols(columnNames: ArrayList[String]): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  178. def setFeaturesCols(columnNames: Array[String]): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  179. def setFeaturesCols(first: String, others: String*): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  180. def setIgnoreConstCols(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  181. def setIgnoredCols(value: Array[String]): H2OIsolationForest.this.type
    Definition Classes
    HasIgnoredCols
  182. def setKeepBinaryModels(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  183. def setMaxDepth(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  184. def setMaxRuntimeSecs(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  185. def setMinRows(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  186. def setModelId(value: String): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  187. def setMtries(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  188. def setNtrees(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  189. def setPredictionCol(columnName: String): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  190. def setSampleRate(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  191. def setSampleSize(value: Long): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  192. def setScoreEachIteration(value: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  193. def setScoreTreeInterval(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  194. def setSeed(value: Long): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  195. def setSplitRatio(ratio: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  196. def setStoppingMetric(value: String): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  197. def setStoppingRounds(value: Int): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  198. def setStoppingTolerance(value: Double): H2OIsolationForest.this.type
    Definition Classes
    H2OIsolationForestParams
  199. def setValidationDataFrame(dataFrame: DataFrame): H2OIsolationForest.this.type
    Definition Classes
    H2OCommonParams
  200. def setValidationLabelCol(value: String): H2OIsolationForest.this.type
    Definition Classes
    HasValidationLabelCol
  201. def setWithContributions(enabled: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  202. def setWithLeafNodeAssignments(enabled: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  203. def setWithStageResults(enabled: Boolean): H2OIsolationForest.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  204. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  205. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  206. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  207. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OIsolationForestParams
  208. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  209. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  210. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  211. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  212. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  213. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  214. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  215. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  216. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  217. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  218. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  219. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  220. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  221. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  222. val uid: String
    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
    Definition Classes
    RestCommunication
  224. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  225. val validationLabelCol: Param[String]
    Attributes
    protected
    Definition Classes
    HasValidationLabelCol
  226. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  227. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  228. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  229. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  230. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  231. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  232. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  233. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

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