t

ai.h2o.sparkling.ml.params

H2OIsolationForestParams

trait H2OIsolationForestParams extends H2OAlgoParamsBase with HasIgnoredCols with HasCalibrationDataFrame with HasValidationLabelCol

Linear Supertypes
HasValidationLabelCol, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, HasCalibrationDataFrame, HasDataFrameSerializer, HasIgnoredCols, 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. HasDataFrameSerializer
  11. HasIgnoredCols
  12. H2OAlgoParamsBase
  13. H2OFrameLifecycle
  14. ParameterConstructorMethods
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. 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 val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  23. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  24. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    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
    Definition Classes
    RestCommunication
  26. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  27. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  28. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  29. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  30. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  31. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  32. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  33. def explainParams(): String
    Definition Classes
    Params
  34. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  35. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  36. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  37. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  38. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  39. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  40. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  41. def getBuildTreeOneNode(): Boolean
  42. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  43. def getCategoricalEncoding(): String
  44. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  45. def getColSampleRateChangePerLevel(): Double
  46. def getColSampleRatePerTree(): Double
  47. def getContamination(): Double
  48. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  49. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  50. def getExportCheckpointsDir(): String
  51. def getIgnoreConstCols(): Boolean
  52. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  53. def getMaxDepth(): Int
  54. def getMaxRuntimeSecs(): Double
  55. def getMinRows(): Double
  56. def getModelId(): String
  57. def getMtries(): Int
  58. def getNtrees(): Int
  59. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  60. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  61. def getSampleRate(): Double
  62. def getSampleSize(): Long
  63. def getScoreEachIteration(): Boolean
  64. def getScoreTreeInterval(): Int
  65. def getSeed(): Long
  66. def getStoppingMetric(): String
  67. def getStoppingRounds(): Int
  68. def getStoppingTolerance(): Double
  69. def getValidationLabelCol(): String
    Definition Classes
    HasValidationLabelCol
  70. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  71. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  72. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  73. val ignoreConstCols: BooleanParam
    Attributes
    protected
  74. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  75. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  77. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  78. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  79. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  80. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  81. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  82. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  83. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  84. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  85. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  86. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  93. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  94. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  95. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  96. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  98. val maxDepth: IntParam
    Attributes
    protected
  99. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  100. val minRows: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  101. val modelId: NullableStringParam
    Attributes
    protected
  102. val mtries: IntParam
    Attributes
    protected
  103. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  104. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  105. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  106. val ntrees: IntParam
    Attributes
    protected
  107. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  108. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  109. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  110. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  111. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  112. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  113. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  114. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  115. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  116. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  117. def paramTag: ClassTag[IsolationForestParameters]
    Attributes
    protected
  118. lazy val params: Array[Param[_]]
    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
    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
    Attributes
    protected
    Definition Classes
    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
    Definition Classes
    RestCommunication
  122. val sampleRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  123. val sampleSize: LongParam
    Attributes
    protected
  124. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  125. val scoreEachIteration: BooleanParam
    Attributes
    protected
  126. val scoreTreeInterval: IntParam
    Attributes
    protected
  127. val seed: LongParam
    Attributes
    protected
  128. final def set(paramPair: ParamPair[_]): H2OIsolationForestParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  129. final def set(param: String, value: Any): H2OIsolationForestParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  130. final def set[T](param: Param[T], value: T): H2OIsolationForestParams.this.type
    Definition Classes
    Params
  131. def setBuildTreeOneNode(value: Boolean): H2OIsolationForestParams.this.type
  132. def setCalibrationDataFrame(value: DataFrame): H2OIsolationForestParams.this.type
    Definition Classes
    HasCalibrationDataFrame
  133. def setCategoricalEncoding(value: String): H2OIsolationForestParams.this.type
  134. def setColSampleRateChangePerLevel(value: Double): H2OIsolationForestParams.this.type
  135. def setColSampleRatePerTree(value: Double): H2OIsolationForestParams.this.type
  136. def setContamination(value: Double): H2OIsolationForestParams.this.type
  137. final def setDefault(paramPairs: ParamPair[_]*): H2OIsolationForestParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  138. final def setDefault[T](param: Param[T], value: T): H2OIsolationForestParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  139. def setExportCheckpointsDir(value: String): H2OIsolationForestParams.this.type
  140. def setIgnoreConstCols(value: Boolean): H2OIsolationForestParams.this.type
  141. def setIgnoredCols(value: Array[String]): H2OIsolationForestParams.this.type
    Definition Classes
    HasIgnoredCols
  142. def setMaxDepth(value: Int): H2OIsolationForestParams.this.type
  143. def setMaxRuntimeSecs(value: Double): H2OIsolationForestParams.this.type
  144. def setMinRows(value: Double): H2OIsolationForestParams.this.type
  145. def setModelId(value: String): H2OIsolationForestParams.this.type
  146. def setMtries(value: Int): H2OIsolationForestParams.this.type
  147. def setNtrees(value: Int): H2OIsolationForestParams.this.type
  148. def setSampleRate(value: Double): H2OIsolationForestParams.this.type
  149. def setSampleSize(value: Long): H2OIsolationForestParams.this.type
  150. def setScoreEachIteration(value: Boolean): H2OIsolationForestParams.this.type
  151. def setScoreTreeInterval(value: Int): H2OIsolationForestParams.this.type
  152. def setSeed(value: Long): H2OIsolationForestParams.this.type
  153. def setStoppingMetric(value: String): H2OIsolationForestParams.this.type
  154. def setStoppingRounds(value: Int): H2OIsolationForestParams.this.type
  155. def setStoppingTolerance(value: Double): H2OIsolationForestParams.this.type
  156. def setValidationLabelCol(value: String): H2OIsolationForestParams.this.type
    Definition Classes
    HasValidationLabelCol
  157. val stoppingMetric: Param[String]
    Attributes
    protected
  158. val stoppingRounds: IntParam
    Attributes
    protected
  159. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  160. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  161. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  162. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  163. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  164. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  165. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  166. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  167. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  168. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  169. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  170. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  171. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    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
    Definition Classes
    RestCommunication
  173. val validationLabelCol: Param[String]
    Attributes
    protected
    Definition Classes
    HasValidationLabelCol
  174. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  175. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  176. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  177. 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 HasDataFrameSerializer

Inherited from HasIgnoredCols

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