t

ai.h2o.sparkling.ml.params

H2OIsolationForestParams

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
Ordering
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  2. By Inheritance
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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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. val buildTreeOneNode: BooleanParam
    Attributes
    protected
  9. val categoricalEncoding: Param[String]
    Attributes
    protected
  10. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  11. final def clear(param: Param[_]): H2OIsolationForestParams.this.type
    Definition Classes
    Params
  12. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  13. val colSampleRateChangePerLevel: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  14. val colSampleRatePerTree: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  15. val contamination: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  16. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  17. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  18. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  19. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  20. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  21. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  22. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  23. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    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
    Definition Classes
    RestCommunication
  25. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  26. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  27. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  28. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  29. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  30. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  31. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  32. def explainParams(): String
    Definition Classes
    Params
  33. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  34. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  35. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  36. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  37. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  38. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  39. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  40. def getBuildTreeOneNode(): Boolean
  41. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  42. def getCategoricalEncoding(): String
  43. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  44. def getColSampleRateChangePerLevel(): Double
  45. def getColSampleRatePerTree(): Double
  46. def getContamination(): Double
  47. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  48. def getExportCheckpointsDir(): String
  49. def getIgnoreConstCols(): Boolean
  50. def getIgnoredCols(): Array[String]
  51. def getMaxDepth(): Int
  52. def getMaxRuntimeSecs(): Double
  53. def getMinRows(): Double
  54. def getModelId(): String
  55. def getMtries(): Int
  56. def getNtrees(): Int
  57. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  58. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  59. def getSampleRate(): Double
  60. def getSampleSize(): Long
  61. def getScoreEachIteration(): Boolean
  62. def getScoreTreeInterval(): Int
  63. def getSeed(): Long
  64. def getStoppingMetric(): String
  65. def getStoppingRounds(): Int
  66. def getStoppingTolerance(): Double
  67. def getValidationLabelCol(): String
    Definition Classes
    HasValidationLabelCol
  68. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  69. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  70. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  71. val ignoreConstCols: BooleanParam
    Attributes
    protected
  72. val ignoredCols: NullableStringArrayParam
    Attributes
    protected
  73. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  74. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  76. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  77. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  78. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  79. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  80. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  81. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  82. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  83. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  84. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  85. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  92. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  93. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  94. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  95. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  96. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  97. val maxDepth: IntParam
    Attributes
    protected
  98. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  99. val minRows: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  100. val modelId: NullableStringParam
    Attributes
    protected
  101. val mtries: IntParam
    Attributes
    protected
  102. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  103. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  104. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  105. val ntrees: IntParam
    Attributes
    protected
  106. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  107. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  108. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  109. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  110. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  111. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  112. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  113. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  114. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  115. def paramTag: ClassTag[IsolationForestParameters]
    Attributes
    protected
  116. lazy val params: Array[Param[_]]
    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
    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
    Attributes
    protected
    Definition Classes
    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
    Definition Classes
    RestCommunication
  120. val sampleRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  121. val sampleSize: LongParam
    Attributes
    protected
  122. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  123. val scoreEachIteration: BooleanParam
    Attributes
    protected
  124. val scoreTreeInterval: IntParam
    Attributes
    protected
  125. val seed: LongParam
    Attributes
    protected
  126. final def set(paramPair: ParamPair[_]): H2OIsolationForestParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  127. final def set(param: String, value: Any): H2OIsolationForestParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  128. final def set[T](param: Param[T], value: T): H2OIsolationForestParams.this.type
    Definition Classes
    Params
  129. def setBuildTreeOneNode(value: Boolean): H2OIsolationForestParams.this.type
  130. def setCalibrationDataFrame(value: DataFrame): H2OIsolationForestParams.this.type
    Definition Classes
    HasCalibrationDataFrame
  131. def setCategoricalEncoding(value: String): H2OIsolationForestParams.this.type
  132. def setColSampleRateChangePerLevel(value: Double): H2OIsolationForestParams.this.type
  133. def setColSampleRatePerTree(value: Double): H2OIsolationForestParams.this.type
  134. def setContamination(value: Double): H2OIsolationForestParams.this.type
  135. final def setDefault(paramPairs: ParamPair[_]*): H2OIsolationForestParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  136. final def setDefault[T](param: Param[T], value: T): H2OIsolationForestParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  137. def setExportCheckpointsDir(value: String): H2OIsolationForestParams.this.type
  138. def setIgnoreConstCols(value: Boolean): H2OIsolationForestParams.this.type
  139. def setIgnoredCols(value: Array[String]): H2OIsolationForestParams.this.type
  140. def setMaxDepth(value: Int): H2OIsolationForestParams.this.type
  141. def setMaxRuntimeSecs(value: Double): H2OIsolationForestParams.this.type
  142. def setMinRows(value: Double): H2OIsolationForestParams.this.type
  143. def setModelId(value: String): H2OIsolationForestParams.this.type
  144. def setMtries(value: Int): H2OIsolationForestParams.this.type
  145. def setNtrees(value: Int): H2OIsolationForestParams.this.type
  146. def setSampleRate(value: Double): H2OIsolationForestParams.this.type
  147. def setSampleSize(value: Long): H2OIsolationForestParams.this.type
  148. def setScoreEachIteration(value: Boolean): H2OIsolationForestParams.this.type
  149. def setScoreTreeInterval(value: Int): H2OIsolationForestParams.this.type
  150. def setSeed(value: Long): H2OIsolationForestParams.this.type
  151. def setStoppingMetric(value: String): H2OIsolationForestParams.this.type
  152. def setStoppingRounds(value: Int): H2OIsolationForestParams.this.type
  153. def setStoppingTolerance(value: Double): H2OIsolationForestParams.this.type
  154. def setValidationLabelCol(value: String): H2OIsolationForestParams.this.type
    Definition Classes
    HasValidationLabelCol
  155. val stoppingMetric: Param[String]
    Attributes
    protected
  156. val stoppingRounds: IntParam
    Attributes
    protected
  157. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  158. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  159. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  160. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  161. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  162. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  163. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  164. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  165. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  166. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  167. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  168. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    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
    Definition Classes
    RestCommunication
  170. val validationLabelCol: Param[String]
    Attributes
    protected
    Definition Classes
    HasValidationLabelCol
  171. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  172. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  173. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  174. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

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