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, HasDataFrameSerializer, 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. HasDataFrameSerializer
  11. H2OAlgoParamsBase
  12. H2OFrameLifecycle
  13. ParameterConstructorMethods
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. 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
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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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    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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    Definition Classes
    H2OAlgoParamsBase

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

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    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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    Attributes
    protected
    Definition Classes
    Params

  22. final val dataFrameSerializer: Param[String]

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

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

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    Definition Classes
    RestCommunication

  25. 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

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  31. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params

  33. def explainParams(): String

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    Definition Classes
    Params

  34. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected

  35. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  37. def finalize(): Unit

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

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

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  40. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  41. def getBuildTreeOneNode(): Boolean

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  42. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  43. def getCategoricalEncoding(): String

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

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    Definition Classes
    AnyRef → Any

  45. def getColSampleRateChangePerLevel(): Double

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  46. def getColSampleRatePerTree(): Double

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  47. def getContamination(): Double

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  48. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  50. def getExportCheckpointsDir(): String

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  51. def getIgnoreConstCols(): Boolean

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  52. def getIgnoredCols(): Array[String]

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  53. def getMaxDepth(): Int

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  54. def getMaxRuntimeSecs(): Double

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  55. def getMinRows(): Double

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  56. def getModelId(): String

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  57. def getMtries(): Int

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  58. def getNtrees(): Int

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  61. def getSampleRate(): Double

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  62. def getSampleSize(): Long

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  63. def getScoreEachIteration(): Boolean

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  64. def getScoreTreeInterval(): Int

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  65. def getSeed(): Long

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  66. def getStoppingMetric(): String

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  67. def getStoppingRounds(): Int

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  68. def getStoppingTolerance(): Double

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  69. def getValidationLabelCol(): String

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    Definition Classes
    HasValidationLabelCol

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

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    Definition Classes
    Params

  71. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  72. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  73. val ignoreConstCols: BooleanParam

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    Attributes
    protected

  74. val ignoredCols: NullableStringArrayParam

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

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    Attributes
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    Definition Classes
    Logging

  76. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

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

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    ParameterConstructorMethods

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

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

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    Params

  82. final def isInstanceOf[T0]: Boolean

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    Any

  83. def isPrimitiveType(value: Any): Boolean

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    RestEncodingUtils

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

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    Params

  85. def isTraceEnabled(): Boolean

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    Attributes
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    Logging

  86. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  93. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    ParameterConstructorMethods

  99. val maxDepth: IntParam

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

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

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  102. val modelId: NullableStringParam

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  103. val mtries: IntParam

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

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    AnyRef

  105. final def notify(): Unit

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  106. final def notifyAll(): Unit

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  107. val ntrees: IntParam

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    protected

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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

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    ParameterConstructorMethods

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

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

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

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

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    ParameterConstructorMethods

  117. def paramTag: ClassTag[IsolationForestParameters]

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    protected

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

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    Definition Classes
    Params

  119. 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

  120. 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

  121. 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

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

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    protected

  123. val sampleSize: LongParam

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    protected

  124. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  125. val scoreEachIteration: BooleanParam

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    protected

  126. val scoreTreeInterval: IntParam

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  127. val seed: LongParam

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

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    Params

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

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    Params

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

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    Definition Classes
    Params

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

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

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    Definition Classes
    HasCalibrationDataFrame

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

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

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

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

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

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    Params

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

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    Params

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasValidationLabelCol

  157. val stoppingMetric: Param[String]

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  158. val stoppingRounds: IntParam

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

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    protected

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  162. def stringify(value: Any): String

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    Definition Classes
    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    Definition Classes
    RestEncodingUtils

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

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    RestEncodingUtils

  167. def stringifyPrimitiveParam(value: Any): String

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    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  169. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  172. 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

  173. val validationLabelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasValidationLabelCol

  174. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

  176. 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 HasDataFrameSerializer

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