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 extractCoefficients(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  23. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  24. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  27. def extractJsonTables(outputJson: JsonObject, fieldName: String): Array[DataFrame]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  31. def extractModelSummary(outputJson: JsonObject): DataFrame

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    Attributes
    protected[ai.h2o.sparkling.ml.models]
    Definition Classes
    H2OMOJOModelUtils

  32. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  35. def extractScoringHistory(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  36. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  40. def getCustomMetricName(): String

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    Name of custom metric.

  41. def getCustomMetricValue(): Double

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    Value of custom metric.

  42. def getDataFrameSerializer(): String

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    Definition Classes
    H2OMetrics → HasDataFrameSerializer

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

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    Definition Classes
    Params

  44. def getDescription(): String

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

  45. def getMSE(): Double

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

  46. def getModelDetails(modelJson: JsonObject): String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  47. def getModelJson(mojo: File): JsonObject

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  48. def getNobs(): Long

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    Number of observations.

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  51. def getRMSE(): Double

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

  52. def getScoringTime(): Long

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

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

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    Definition Classes
    Params

  54. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  55. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  57. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    ParameterConstructorMethods

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

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

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  61. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Definition Classes
    Params

  63. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  66. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  73. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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  79. val mse: DoubleParam

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    Attributes
    protected

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

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    Definition Classes
    AnyRef

  81. def nestedJsonFieldToDataFrame(outputJson: JsonObject, parentFieldName: String, fieldName: String): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  82. val nobs: LongParam

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    Attributes
    protected

  83. final def notify(): Unit

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    Definition Classes
    AnyRef

  84. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    H2OMetrics

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  96. val rmse: DoubleParam

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    Attributes
    protected

  97. val scoringTime: LongParam

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    Attributes
    protected

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

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

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

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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    H2OMetrics

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

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    Params

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

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

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    Definition Classes
    H2OCommonMetrics → H2OMetrics

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

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    ParameterConstructorMethods

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

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

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    Definition Classes
    AnyRef

  108. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  109. val uid: String

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    Definition Classes
    H2OCommonMetrics → Identifiable

  110. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    @throws( ... )

  112. 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