Class/Object

ai.h2o.sparkling.ml.algos

H2OExtendedIsolationForest

Related Docs: object H2OExtendedIsolationForest | package algos

Permalink

class H2OExtendedIsolationForest extends H2OTreeBasedUnsupervisedAlgorithm[ExtendedIsolationForestParameters] with H2OExtendedIsolationForestParams

Linear Supertypes
H2OExtendedIsolationForestParams, HasIgnoredCols, H2OTreeBasedUnsupervisedAlgorithm[ExtendedIsolationForestParameters], H2OUnsupervisedAlgorithm[ExtendedIsolationForestParameters], H2OAlgorithm[ExtendedIsolationForestParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[ExtendedIsolationForestParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OExtendedIsolationForest
  2. H2OExtendedIsolationForestParams
  3. HasIgnoredCols
  4. H2OTreeBasedUnsupervisedAlgorithm
  5. H2OUnsupervisedAlgorithm
  6. H2OAlgorithm
  7. H2OAlgorithmCommonParams
  8. H2OAlgorithmMOJOParams
  9. H2OEstimator
  10. DefaultParamsWritable
  11. MLWritable
  12. H2OTrainFramePreparation
  13. H2OAlgoCommonUtils
  14. EstimatorCommonUtils
  15. RestCommunication
  16. RestEncodingUtils
  17. Logging
  18. H2OCommonParams
  19. H2OBaseMOJOParams
  20. HasDataFrameSerializer
  21. H2OAlgoParamsBase
  22. H2OFrameLifecycle
  23. ParameterConstructorMethods
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OExtendedIsolationForest()

    Permalink

  2. new H2OExtendedIsolationForest(uid: String)

    Permalink

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

    Permalink
    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. var binaryModel: Option[H2OBinaryModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  7. def booleanParam(name: String, doc: String): BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  8. val categoricalEncoding: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

    Permalink
    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  13. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  14. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  15. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  16. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  17. def convertModelIdToKey(key: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  18. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  19. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  20. def copy(extra: ParamMap): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  22. def createMOJOSettings(): H2OMOJOSettings

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  23. def createMOJOUID(): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OEstimator

  24. final val dataFrameSerializer: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  27. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  28. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    AnyRef

  34. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  36. def explainParams(): String

    Permalink
    Definition Classes
    Params

  37. val extensionLevel: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  38. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  40. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  41. def finalize(): Unit

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

  42. def fit(dataset: Dataset[_]): H2OExtendedIsolationForestMOJOModel

    Permalink
    Definition Classes
    H2OExtendedIsolationForest → H2OTreeBasedUnsupervisedAlgorithm → H2OUnsupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  48. def getBinaryModel(): H2OBinaryModel

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  49. def getCategoricalEncoding(): String

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

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

    Permalink
    Definition Classes
    AnyRef → Any

  51. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  52. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  53. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  54. def getDataFrameSerializer(): String

    Permalink
    Definition Classes
    HasDataFrameSerializer

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

    Permalink
    Definition Classes
    Params

  56. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  57. def getExtensionLevel(): Int

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  58. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  59. def getIgnoreConstCols(): Boolean

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  60. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

  61. def getKeepBinaryModels(): Boolean

    Permalink
    Definition Classes
    H2OCommonParams

  62. def getModelId(): String

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  63. def getNtrees(): Int

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  66. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  67. def getSampleSize(): Int

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  68. def getSeed(): Long

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  69. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  70. def getValidationDataFrame(): DataFrame

    Permalink
    Definition Classes
    H2OCommonParams

  71. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  72. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  73. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

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

    Permalink
    Definition Classes
    Params

  75. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  76. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  77. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  79. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  80. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  85. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  86. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    Params

  88. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  89. final val keepBinaryModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  90. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  97. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  103. val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

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

    Permalink
    Definition Classes
    AnyRef

  105. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  106. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  107. val ntrees: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  118. def paramTag: ClassTag[ExtendedIsolationForestParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  119. var parameters: ExtendedIsolationForestParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OEstimator

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

    Permalink
    Definition Classes
    Params

  121. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  122. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

  123. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  124. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  125. 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

    Permalink
    Definition Classes
    RestCommunication

  126. val sampleSize: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  127. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  128. def save(path: String): Unit

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

  129. val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OExtendedIsolationForestParams

  130. final def set(paramPair: ParamPair[_]): H2OExtendedIsolationForest.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  131. final def set(param: String, value: Any): H2OExtendedIsolationForest.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  132. final def set[T](param: Param[T], value: T): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    Params

  133. def setCategoricalEncoding(value: String): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  134. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  135. def setColumnsToCategorical(columns: Array[String]): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  136. def setColumnsToCategorical(first: String, others: String*): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  137. def setConvertInvalidNumbersToNa(value: Boolean): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  138. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  139. def setDataFrameSerializer(fullClassName: String): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  140. final def setDefault(paramPairs: ParamPair[_]*): H2OExtendedIsolationForest.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  141. final def setDefault[T](param: Param[T], value: T): H2OExtendedIsolationForest.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  142. def setDetailedPredictionCol(columnName: String): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  143. def setExtensionLevel(value: Int): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  144. def setFeaturesCol(first: String): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  145. def setFeaturesCols(columnNames: ArrayList[String]): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  146. def setFeaturesCols(columnNames: Array[String]): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  147. def setFeaturesCols(first: String, others: String*): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  148. def setIgnoreConstCols(value: Boolean): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  149. def setIgnoredCols(value: Array[String]): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  150. def setKeepBinaryModels(value: Boolean): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  151. def setModelId(value: String): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  152. def setNtrees(value: Int): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  153. def setPredictionCol(columnName: String): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  154. def setSampleSize(value: Int): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  155. def setSeed(value: Long): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OExtendedIsolationForestParams

  156. def setSplitRatio(ratio: Double): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  157. def setValidationDataFrame(dataFrame: DataFrame): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  158. def setWithContributions(enabled: Boolean): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  159. def setWithLeafNodeAssignments(enabled: Boolean): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  160. def setWithStageResults(enabled: Boolean): H2OExtendedIsolationForest.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  161. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  164. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  169. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    AnyRef

  171. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  174. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  176. val uid: String

    Permalink
    Definition Classes
    H2OExtendedIsolationForest → Identifiable

  177. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  178. final val validationDataFrame: NonSerializableNullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  179. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  182. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  183. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  184. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  185. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OExtendedIsolationForestParams

Inherited from HasIgnoredCols

Inherited from H2OTreeBasedUnsupervisedAlgorithm[ExtendedIsolationForestParameters]

Inherited from H2OUnsupervisedAlgorithm[ExtendedIsolationForestParameters]

Inherited from H2OAlgorithm[ExtendedIsolationForestParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[ExtendedIsolationForestParameters]

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