Class

ai.h2o.sparkling.ml.metrics

H2OCommonMetrics

Related Doc: package metrics

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class H2OCommonMetrics extends H2OMetrics

Annotations
@MetricsDescription()
Linear Supertypes
H2OMetrics, HasDataFrameSerializer, H2OMOJOModelUtils, Logging, Logging, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAnomalyMetrics, H2OAutoEncoderMetrics, H2OBinomialGLMMetrics, H2OBinomialMetrics, H2OClusteringMetrics, H2OGLRMMetrics, H2OMultinomialGLMMetrics, H2OMultinomialMetrics, H2OOrdinalGLMMetrics, H2OOrdinalMetrics, H2OPCAMetrics, H2ORegressionCoxPHMetrics, H2ORegressionGLMMetrics, H2ORegressionMetrics
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Inherited
  1. H2OCommonMetrics
  2. H2OMetrics
  3. HasDataFrameSerializer
  4. H2OMOJOModelUtils
  5. Logging
  6. Logging
  7. ParameterConstructorMethods
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OCommonMetrics()

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  2. new H2OCommonMetrics(uid: String)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  7. final def clear(param: Param[_]): H2OCommonMetrics.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def copy(extra: ParamMap): H2OCommonMetrics.this.type

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    Definition Classes
    H2OCommonMetrics → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  11. val customMetricName: NullableStringParam

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    Attributes
    protected

  12. val customMetricValue: DoubleParam

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    Attributes
    protected

  13. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

  15. val description: NullableStringParam

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  17. def doubleParam(name: String, doc: String): DoubleParam

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    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  19. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params

  21. def explainParams(): String

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    Definition Classes
    Params

  22. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  23. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  24. def extractFeatureTypes(outputJson: JsonObject): Map[String, String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  25. def extractJsonFieldValue[T](outputJson: JsonObject, fieldName: String, getValue: (JsonElement) ⇒ T, defaultValue: T): T

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  26. def extractMetrics(json: JsonObject, metricType: String): Map[String, Double]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  27. def extractMetricsObject(json: JsonObject, metricType: String, algoName: String, modelCategory: internals.H2OModelCategory.Value, dataFrameSerializerGetter: () ⇒ String): H2OMetrics

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  28. def extractModelCategory(outputJson: JsonObject): internals.H2OModelCategory.Value

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  29. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. def extractParams(modelJson: JsonObject): Map[String, String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  32. def extractScoringHistory(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  33. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  37. def getCustomMetricName(): String

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    Name of custom metric.

  38. def getCustomMetricValue(): Double

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    Value of custom metric.

  39. def getDataFrameSerializer(): String

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    Definition Classes
    H2OMetrics → HasDataFrameSerializer

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

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    Definition Classes
    Params

  41. def getDescription(): String

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    Optional description for this scoring run (to note out-of-bag, sampled data, etc.).

  42. def getMSE(): Double

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    The Mean Squared Error of the prediction for this scoring run.

  43. def getModelDetails(modelJson: JsonObject): String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  44. def getModelJson(mojo: File): JsonObject

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  45. def getNobs(): Long

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    Number of observations.

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  48. def getRMSE(): Double

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    The Root Mean Squared Error of the prediction for this scoring run.

  49. def getScoringTime(): Long

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    The time in mS since the epoch for the start of this scoring run.

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

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    Definition Classes
    Params

  51. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  52. def hashCode(): Int

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    Definition Classes
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  53. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  54. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    protected
    Definition Classes
    Logging

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

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    ParameterConstructorMethods

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

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

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    Params

  58. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
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  60. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  61. def jsonFieldToDataFrame(outputJson: JsonObject, fieldName: String): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  62. def jsonFieldToDoubleArray(outputJson: JsonObject, fieldName: String): Array[Double]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  63. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  70. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    ParameterConstructorMethods

  76. val mse: DoubleParam

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    protected

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

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    Definition Classes
    AnyRef

  78. val nobs: LongParam

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    Attributes
    protected

  79. final def notify(): Unit

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    Definition Classes
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  80. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  81. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OMetrics

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

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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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

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

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

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    Definition Classes
    Params

  92. val rmse: DoubleParam

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    Attributes
    protected

  93. val scoringTime: LongParam

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    Attributes
    protected

  94. final def set(paramPair: ParamPair[_]): H2OCommonMetrics.this.type

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    Attributes
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    Definition Classes
    Params

  95. final def set(param: String, value: Any): H2OCommonMetrics.this.type

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    Attributes
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    Definition Classes
    Params

  96. final def set[T](param: Param[T], value: T): H2OCommonMetrics.this.type

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    Definition Classes
    Params

  97. def setDataFrameSerializerGetter(getterMethod: () ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    H2OMetrics

  98. final def setDefault(paramPairs: ParamPair[_]*): H2OCommonMetrics.this.type

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    Params

  99. final def setDefault[T](param: Param[T], value: T): H2OCommonMetrics.this.type

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    Attributes
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  100. def setMetrics(json: JsonObject, context: String): Unit

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    Definition Classes
    H2OCommonMetrics → H2OMetrics

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

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    Attributes
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    ParameterConstructorMethods

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

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

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  104. def toString(): String

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    Identifiable → AnyRef → Any

  105. val uid: String

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    Definition Classes
    H2OCommonMetrics → Identifiable

  106. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    @throws( ... )

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

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    Definition Classes
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    @throws( ... )

Inherited from H2OMetrics

Inherited from HasDataFrameSerializer

Inherited from H2OMOJOModelUtils

Inherited from Logging

Inherited from Logging

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped