Trait

ai.h2o.sparkling.ml.params

H2OIsolationForestParams

Related Doc: package params

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trait H2OIsolationForestParams extends H2OAlgoParamsBase with HasCalibrationDataFrame with HasValidationLabelCol

Linear Supertypes
HasValidationLabelCol, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, HasCalibrationDataFrame, H2OAlgoParamsBase, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OIsolationForest
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Inherited
  1. H2OIsolationForestParams
  2. HasValidationLabelCol
  3. H2OAlgoCommonUtils
  4. EstimatorCommonUtils
  5. RestCommunication
  6. RestEncodingUtils
  7. Logging
  8. Logging
  9. HasCalibrationDataFrame
  10. H2OAlgoParamsBase
  11. ParameterConstructorMethods
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
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  2. final def ##(): Int

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

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    protected
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    Params

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

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  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    ParameterConstructorMethods

  8. val buildTreeOneNode: BooleanParam

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    protected

  9. val categoricalEncoding: Param[String]

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    protected

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

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    Definition Classes
    RestCommunication

  11. final def clear(param: Param[_]): H2OIsolationForestParams.this.type

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    Definition Classes
    Params

  12. def clone(): AnyRef

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

  13. val colSampleRateChangePerLevel: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  14. val colSampleRatePerTree: org.apache.spark.ml.param.DoubleParam

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  15. val contamination: org.apache.spark.ml.param.DoubleParam

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    protected

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsBase

  17. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Definition Classes
    H2OAlgoParamsBase

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

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    Definition Classes
    H2OAlgoParamsBase

  19. def convertModelIdToKey(key: String): String

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    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Definition Classes
    H2OAlgoParamsBase

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

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    Params

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

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    Params

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

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    RestCommunication

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

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    Definition Classes
    RestCommunication

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

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    ParameterConstructorMethods

  26. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    ParameterConstructorMethods

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

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    Definition Classes
    RestCommunication

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

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    RestCommunication

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

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  30. def equals(arg0: Any): Boolean

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

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    Params

  32. def explainParams(): String

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    Params

  33. val exportCheckpointsDir: NullableStringParam

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    protected

  34. final def extractParamMap(): ParamMap

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    Params

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

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    Params

  36. def finalize(): Unit

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

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

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  39. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  40. def getBuildTreeOneNode(): Boolean

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  41. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  42. def getCategoricalEncoding(): String

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

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    Definition Classes
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  44. def getColSampleRateChangePerLevel(): Double

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  45. def getColSampleRatePerTree(): Double

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  46. def getContamination(): Double

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

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    Params

  48. def getExportCheckpointsDir(): String

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  49. def getIgnoreConstCols(): Boolean

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  50. def getIgnoredCols(): Array[String]

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  51. def getMaxDepth(): Int

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  52. def getMaxRuntimeSecs(): Double

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  53. def getMinRows(): Double

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  54. def getModelId(): String

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  55. def getMtries(): Int

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  56. def getNtrees(): Int

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

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    Params

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

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  59. def getSampleRate(): Double

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  60. def getSampleSize(): Long

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  61. def getScoreEachIteration(): Boolean

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  62. def getScoreTreeInterval(): Int

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  63. def getSeed(): Long

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  64. def getStoppingMetric(): String

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  65. def getStoppingRounds(): Int

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  66. def getStoppingTolerance(): Double

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  67. def getValidationLabelCol(): String

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    Definition Classes
    HasValidationLabelCol

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

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    Definition Classes
    Params

  69. def hasParam(paramName: String): Boolean

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  70. def hashCode(): Int

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  71. val ignoreConstCols: BooleanParam

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  72. val ignoredCols: NullableStringArrayParam

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  73. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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    Attributes
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    RestCommunication

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

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    Definition Classes
    RestCommunication

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

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

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

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  79. final def isInstanceOf[T0]: Boolean

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  80. def isPrimitiveType(value: Any): Boolean

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    RestEncodingUtils

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

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  82. def isTraceEnabled(): Boolean

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    Logging

  83. def log: Logger

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    Logging

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

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    Logging

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

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

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    Logging

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

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

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

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  90. def logName: String

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    Logging

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

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

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

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

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    Logging

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

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  96. val maxDepth: IntParam

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  97. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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  98. val minRows: org.apache.spark.ml.param.DoubleParam

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  99. val modelId: NullableStringParam

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  100. val mtries: IntParam

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

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  102. final def notify(): Unit

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  103. final def notifyAll(): Unit

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  104. val ntrees: IntParam

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

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

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

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

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

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

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

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

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  113. def paramTag: ClassTag[IsolationForestParameters]

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

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    Params

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

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    Definition Classes
    RestCommunication

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

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    RestCommunication

  117. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  118. val sampleRate: org.apache.spark.ml.param.DoubleParam

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  119. val sampleSize: LongParam

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  120. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  121. val scoreEachIteration: BooleanParam

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  122. val scoreTreeInterval: IntParam

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  123. val seed: LongParam

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  124. final def set(paramPair: ParamPair[_]): H2OIsolationForestParams.this.type

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    Params

  125. final def set(param: String, value: Any): H2OIsolationForestParams.this.type

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  126. final def set[T](param: Param[T], value: T): H2OIsolationForestParams.this.type

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  127. def setBuildTreeOneNode(value: Boolean): H2OIsolationForestParams.this.type

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  128. def setCalibrationDataFrame(value: DataFrame): H2OIsolationForestParams.this.type

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    Definition Classes
    HasCalibrationDataFrame

  129. def setCategoricalEncoding(value: String): H2OIsolationForestParams.this.type

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  130. def setColSampleRateChangePerLevel(value: Double): H2OIsolationForestParams.this.type

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  131. def setColSampleRatePerTree(value: Double): H2OIsolationForestParams.this.type

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  132. def setContamination(value: Double): H2OIsolationForestParams.this.type

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  133. final def setDefault(paramPairs: ParamPair[_]*): H2OIsolationForestParams.this.type

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  134. final def setDefault[T](param: Param[T], value: T): H2OIsolationForestParams.this.type

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  135. def setExportCheckpointsDir(value: String): H2OIsolationForestParams.this.type

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  136. def setIgnoreConstCols(value: Boolean): H2OIsolationForestParams.this.type

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  137. def setIgnoredCols(value: Array[String]): H2OIsolationForestParams.this.type

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  138. def setMaxDepth(value: Int): H2OIsolationForestParams.this.type

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  139. def setMaxRuntimeSecs(value: Double): H2OIsolationForestParams.this.type

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  140. def setMinRows(value: Double): H2OIsolationForestParams.this.type

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  141. def setModelId(value: String): H2OIsolationForestParams.this.type

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  142. def setMtries(value: Int): H2OIsolationForestParams.this.type

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  143. def setNtrees(value: Int): H2OIsolationForestParams.this.type

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  144. def setSampleRate(value: Double): H2OIsolationForestParams.this.type

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  145. def setSampleSize(value: Long): H2OIsolationForestParams.this.type

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  146. def setScoreEachIteration(value: Boolean): H2OIsolationForestParams.this.type

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  147. def setScoreTreeInterval(value: Int): H2OIsolationForestParams.this.type

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  148. def setSeed(value: Long): H2OIsolationForestParams.this.type

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  149. def setStoppingMetric(value: String): H2OIsolationForestParams.this.type

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  150. def setStoppingRounds(value: Int): H2OIsolationForestParams.this.type

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  151. def setStoppingTolerance(value: Double): H2OIsolationForestParams.this.type

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  152. def setValidationLabelCol(value: String): H2OIsolationForestParams.this.type

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    Definition Classes
    HasValidationLabelCol

  153. val stoppingMetric: Param[String]

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  154. val stoppingRounds: IntParam

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  155. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam

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

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    ParameterConstructorMethods

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

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  158. def stringify(value: Any): String

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

  163. def stringifyPrimitiveParam(value: Any): String

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    RestEncodingUtils

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

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    AnyRef

  165. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Definition Classes
    RestCommunication

  168. val validationLabelCol: Param[String]

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    Attributes
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    Definition Classes
    HasValidationLabelCol

  169. final def wait(): Unit

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    @throws( ... )

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

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

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    @throws( ... )

Inherited from HasValidationLabelCol

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

Inherited from HasCalibrationDataFrame

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped