t

ai.h2o.sparkling.ml.params

H2ODRFParams

trait H2ODRFParams extends H2OAlgoParamsBase with HasCalibrationDataFrame with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, HasCalibrationDataFrame, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2ODRFParams
  2. HasIgnoredCols
  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

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 aucType: Param[String]
    Attributes
    protected
  7. val balanceClasses: BooleanParam
    Attributes
    protected
  8. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  9. val binomialDoubleTrees: BooleanParam
    Attributes
    protected
  10. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  11. val buildTreeOneNode: BooleanParam
    Attributes
    protected
  12. val calibrateModel: BooleanParam
    Attributes
    protected
  13. val categoricalEncoding: Param[String]
    Attributes
    protected
  14. val checkConstantResponse: BooleanParam
    Attributes
    protected
  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  16. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
  17. final def clear(param: Param[_]): H2ODRFParams.this.type
    Definition Classes
    Params
  18. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  19. val colSampleRateChangePerLevel: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  20. val colSampleRatePerTree: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  21. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  22. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  25. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  26. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  27. val customMetricFunc: NullableStringParam
    Attributes
    protected
  28. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  29. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  30. 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
  31. val distribution: Param[String]
    Attributes
    protected
  32. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  33. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  34. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  35. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  36. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  37. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  38. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  39. def explainParams(): String
    Definition Classes
    Params
  40. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  41. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  42. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  43. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  44. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  45. val foldAssignment: Param[String]
    Attributes
    protected
  46. val foldCol: NullableStringParam
    Attributes
    protected
  47. val gainsliftBins: IntParam
    Attributes
    protected
  48. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getAucType(): String
  50. def getBalanceClasses(): Boolean
  51. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  52. def getBinomialDoubleTrees(): Boolean
  53. def getBuildTreeOneNode(): Boolean
  54. def getCalibrateModel(): Boolean
  55. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  56. def getCategoricalEncoding(): String
  57. def getCheckConstantResponse(): Boolean
  58. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  59. def getClassSamplingFactors(): Array[Float]
  60. def getColSampleRateChangePerLevel(): Double
  61. def getColSampleRatePerTree(): Double
  62. def getCustomMetricFunc(): String
  63. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  64. def getDistribution(): String
  65. def getExportCheckpointsDir(): String
  66. def getFoldAssignment(): String
  67. def getFoldCol(): String
  68. def getGainsliftBins(): Int
  69. def getHistogramType(): String
  70. def getIgnoreConstCols(): Boolean
  71. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  72. def getKeepCrossValidationFoldAssignment(): Boolean
  73. def getKeepCrossValidationModels(): Boolean
  74. def getKeepCrossValidationPredictions(): Boolean
  75. def getLabelCol(): String
  76. def getMaxAfterBalanceSize(): Float
  77. def getMaxConfusionMatrixSize(): Int
  78. def getMaxDepth(): Int
  79. def getMaxRuntimeSecs(): Double
  80. def getMinRows(): Double
  81. def getMinSplitImprovement(): Double
  82. def getModelId(): String
  83. def getMtries(): Int
  84. def getNbins(): Int
  85. def getNbinsCats(): Int
  86. def getNbinsTopLevel(): Int
  87. def getNfolds(): Int
  88. def getNtrees(): Int
  89. def getOffsetCol(): String
  90. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  91. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  92. def getSampleRate(): Double
  93. def getSampleRatePerClass(): Array[Double]
  94. def getScoreEachIteration(): Boolean
  95. def getScoreTreeInterval(): Int
  96. def getSeed(): Long
  97. def getStoppingMetric(): String
  98. def getStoppingRounds(): Int
  99. def getStoppingTolerance(): Double
  100. def getWeightCol(): String
  101. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  102. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  103. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  104. val histogramType: Param[String]
    Attributes
    protected
  105. val ignoreConstCols: BooleanParam
    Attributes
    protected
  106. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  107. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  109. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  110. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  111. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  112. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  113. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  114. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  115. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  116. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  117. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  118. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  119. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  120. val labelCol: Param[String]
    Attributes
    protected
  121. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  122. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  124. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  125. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  126. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  127. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  128. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  129. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  130. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  131. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  132. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  133. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  135. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
  136. val maxDepth: IntParam
    Attributes
    protected
  137. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  138. val minRows: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  139. val minSplitImprovement: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  140. val modelId: NullableStringParam
    Attributes
    protected
  141. val mtries: IntParam
    Attributes
    protected
  142. val nbins: IntParam
    Attributes
    protected
  143. val nbinsCats: IntParam
    Attributes
    protected
  144. val nbinsTopLevel: IntParam
    Attributes
    protected
  145. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  146. val nfolds: IntParam
    Attributes
    protected
  147. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  148. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  149. val ntrees: IntParam
    Attributes
    protected
  150. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  151. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  152. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  153. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  154. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  155. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  156. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  157. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  158. val offsetCol: NullableStringParam
    Attributes
    protected
  159. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  160. def paramTag: ClassTag[DRFParameters]
    Attributes
    protected
  161. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  162. 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
  163. 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
  164. 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
  165. val sampleRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  166. val sampleRatePerClass: NullableDoubleArrayParam
    Attributes
    protected
  167. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  168. val scoreEachIteration: BooleanParam
    Attributes
    protected
  169. val scoreTreeInterval: IntParam
    Attributes
    protected
  170. val seed: LongParam
    Attributes
    protected
  171. final def set(paramPair: ParamPair[_]): H2ODRFParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  172. final def set(param: String, value: Any): H2ODRFParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  173. final def set[T](param: Param[T], value: T): H2ODRFParams.this.type
    Definition Classes
    Params
  174. def setAucType(value: String): H2ODRFParams.this.type
  175. def setBalanceClasses(value: Boolean): H2ODRFParams.this.type
  176. def setBinomialDoubleTrees(value: Boolean): H2ODRFParams.this.type
  177. def setBuildTreeOneNode(value: Boolean): H2ODRFParams.this.type
  178. def setCalibrateModel(value: Boolean): H2ODRFParams.this.type
  179. def setCalibrationDataFrame(value: DataFrame): H2ODRFParams.this.type
    Definition Classes
    HasCalibrationDataFrame
  180. def setCategoricalEncoding(value: String): H2ODRFParams.this.type
  181. def setCheckConstantResponse(value: Boolean): H2ODRFParams.this.type
  182. def setClassSamplingFactors(value: Array[Float]): H2ODRFParams.this.type
  183. def setColSampleRateChangePerLevel(value: Double): H2ODRFParams.this.type
  184. def setColSampleRatePerTree(value: Double): H2ODRFParams.this.type
  185. def setCustomMetricFunc(value: String): H2ODRFParams.this.type
  186. final def setDefault(paramPairs: ParamPair[_]*): H2ODRFParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  187. final def setDefault[T](param: Param[T], value: T): H2ODRFParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  188. def setDistribution(value: String): H2ODRFParams.this.type
  189. def setExportCheckpointsDir(value: String): H2ODRFParams.this.type
  190. def setFoldAssignment(value: String): H2ODRFParams.this.type
  191. def setFoldCol(value: String): H2ODRFParams.this.type
  192. def setGainsliftBins(value: Int): H2ODRFParams.this.type
  193. def setHistogramType(value: String): H2ODRFParams.this.type
  194. def setIgnoreConstCols(value: Boolean): H2ODRFParams.this.type
  195. def setIgnoredCols(value: Array[String]): H2ODRFParams.this.type
    Definition Classes
    HasIgnoredCols
  196. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRFParams.this.type
  197. def setKeepCrossValidationModels(value: Boolean): H2ODRFParams.this.type
  198. def setKeepCrossValidationPredictions(value: Boolean): H2ODRFParams.this.type
  199. def setLabelCol(value: String): H2ODRFParams.this.type
  200. def setMaxAfterBalanceSize(value: Float): H2ODRFParams.this.type
  201. def setMaxConfusionMatrixSize(value: Int): H2ODRFParams.this.type
  202. def setMaxDepth(value: Int): H2ODRFParams.this.type
  203. def setMaxRuntimeSecs(value: Double): H2ODRFParams.this.type
  204. def setMinRows(value: Double): H2ODRFParams.this.type
  205. def setMinSplitImprovement(value: Double): H2ODRFParams.this.type
  206. def setModelId(value: String): H2ODRFParams.this.type
  207. def setMtries(value: Int): H2ODRFParams.this.type
  208. def setNbins(value: Int): H2ODRFParams.this.type
  209. def setNbinsCats(value: Int): H2ODRFParams.this.type
  210. def setNbinsTopLevel(value: Int): H2ODRFParams.this.type
  211. def setNfolds(value: Int): H2ODRFParams.this.type
  212. def setNtrees(value: Int): H2ODRFParams.this.type
  213. def setOffsetCol(value: String): H2ODRFParams.this.type
  214. def setSampleRate(value: Double): H2ODRFParams.this.type
  215. def setSampleRatePerClass(value: Array[Double]): H2ODRFParams.this.type
  216. def setScoreEachIteration(value: Boolean): H2ODRFParams.this.type
  217. def setScoreTreeInterval(value: Int): H2ODRFParams.this.type
  218. def setSeed(value: Long): H2ODRFParams.this.type
  219. def setStoppingMetric(value: String): H2ODRFParams.this.type
  220. def setStoppingRounds(value: Int): H2ODRFParams.this.type
  221. def setStoppingTolerance(value: Double): H2ODRFParams.this.type
  222. def setWeightCol(value: String): H2ODRFParams.this.type
  223. val stoppingMetric: Param[String]
    Attributes
    protected
  224. val stoppingRounds: IntParam
    Attributes
    protected
  225. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  226. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  227. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  228. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  229. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  230. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  231. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  232. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  233. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  234. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  235. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  236. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  237. 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
  238. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  239. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  240. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  241. val weightCol: NullableStringParam
    Attributes
    protected
  242. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from HasIgnoredCols

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