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, H2OFrameLifecycle, 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. H2OFrameLifecycle
  12. ParameterConstructorMethods
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  8. val buildTreeOneNode: BooleanParam

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    Attributes
    protected

  9. val categoricalEncoding: Param[String]

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    Attributes
    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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    Attributes
    protected

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

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  17. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    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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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Definition Classes
    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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    Definition Classes
    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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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
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    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  30. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params

  32. def explainParams(): String

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    Definition Classes
    Params

  33. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected

  34. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  36. def finalize(): Unit

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    protected[java.lang]
    Definition Classes
    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
    AnyRef → Any

  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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    Definition Classes
    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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    Definition Classes
    Params

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

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    Definition Classes
    Params

  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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    Definition Classes
    Params

  70. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  71. val ignoreConstCols: BooleanParam

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  72. val ignoredCols: NullableStringArrayParam

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

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    Attributes
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    Definition Classes
    Logging

  74. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
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    Logging

  75. 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

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

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    Definition Classes
    RestCommunication

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

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    ParameterConstructorMethods

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

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

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    Params

  80. final def isInstanceOf[T0]: Boolean

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    Any

  81. def isPrimitiveType(value: Any): Boolean

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    RestEncodingUtils

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

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    Params

  83. def isTraceEnabled(): Boolean

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    Logging

  84. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  91. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    ParameterConstructorMethods

  97. val maxDepth: IntParam

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

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

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  100. val modelId: NullableStringParam

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  101. val mtries: IntParam

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

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    AnyRef

  103. final def notify(): Unit

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  104. final def notifyAll(): Unit

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  105. val ntrees: IntParam

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    protected

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

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    ParameterConstructorMethods

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

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

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    ParameterConstructorMethods

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

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

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

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

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

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

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    ParameterConstructorMethods

  115. def paramTag: ClassTag[IsolationForestParameters]

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    protected

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

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    Definition Classes
    Params

  117. 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

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

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    Attributes
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    RestCommunication

  119. 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

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

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    protected

  121. val sampleSize: LongParam

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  122. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  123. val scoreEachIteration: BooleanParam

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    protected

  124. val scoreTreeInterval: IntParam

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  125. val seed: LongParam

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

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    Params

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

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    Params

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

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    Definition Classes
    Params

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

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

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    Definition Classes
    HasCalibrationDataFrame

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

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

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

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

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

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    Params

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

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    Params

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasValidationLabelCol

  155. val stoppingMetric: Param[String]

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  156. val stoppingRounds: IntParam

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

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  160. def stringify(value: Any): String

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    Definition Classes
    RestEncodingUtils

  165. def stringifyPrimitiveParam(value: Any): String

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    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  167. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  169. 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

  170. val validationLabelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasValidationLabelCol

  171. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @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 H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped