Trait

ai.h2o.sparkling.ml.metrics

H2OGLMMetrics

Related Doc: package metrics

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trait H2OGLMMetrics extends H2OMetrics

Linear Supertypes
H2OMetrics, HasDataFrameSerializer, H2OMOJOModelUtils, Logging, Logging, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGLMMetrics
  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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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params
  2. abstract def getAIC(): Double

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    AIC.

  3. abstract def getNullDegreesOfFreedom(): Long

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    null DOF.

  4. abstract def getNullDeviance(): Double

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    null deviance.

  5. abstract def getResidualDegreesOfFreedom(): Long

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    residual DOF.

  6. abstract def getResidualDeviance(): Double

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    residual deviance.

  7. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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
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  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[_]): H2OGLMMetrics.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 copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  10. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  11. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  12. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
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    Definition Classes
    ParameterConstructorMethods
  13. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  14. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params
  17. def explainParams(): String

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    Definition Classes
    Params
  18. def extractCoefficients(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  19. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  20. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  21. def extractFeatureTypes(outputJson: JsonObject): Map[String, String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  22. def extractJsonFieldValue[T](outputJson: JsonObject, fieldName: String, getValue: (JsonElement) ⇒ T, defaultValue: T): T

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  23. def extractJsonTables(outputJson: JsonObject, fieldName: String): Array[DataFrame]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  24. def extractMetrics(json: JsonObject, metricType: String): Map[String, Double]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  25. def extractMetricsObject(json: JsonObject, metricType: String, algoName: String, modelCategory: internals.H2OModelCategory.Value, dataFrameSerializerGetter: () ⇒ String): H2OMetrics

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  26. def extractModelCategory(outputJson: JsonObject): internals.H2OModelCategory.Value

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  27. def extractModelSummary(outputJson: JsonObject): DataFrame

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    Attributes
    protected[ai.h2o.sparkling.ml.models]
    Definition Classes
    H2OMOJOModelUtils
  28. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  29. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  30. def extractParams(modelJson: JsonObject): Map[String, String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  31. def extractScoringHistory(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  32. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  33. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
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    ParameterConstructorMethods
  34. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  35. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  36. def getDataFrameSerializer(): String

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    Definition Classes
    H2OMetricsHasDataFrameSerializer
  37. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  38. def getModelDetails(modelJson: JsonObject): String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  39. def getModelJson(mojo: File): JsonObject

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  40. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  41. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  42. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  43. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  44. def hashCode(): Int

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

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    Attributes
    protected
    Definition Classes
    Logging
  46. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
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    Logging
  47. def intArrayParam(name: String, doc: String): IntArrayParam

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    ParameterConstructorMethods
  48. def intParam(name: String, doc: String): IntParam

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

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    Definition Classes
    Params
  50. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  51. final def isSet(param: Param[_]): Boolean

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    Definition Classes
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  52. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  53. def jsonFieldToDataFrame(outputJson: JsonObject, fieldName: String): DataFrame

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    Attributes
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    H2OMOJOModelUtils
  54. def jsonFieldToDoubleArray(outputJson: JsonObject, fieldName: String): Array[Double]

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    Attributes
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    H2OMOJOModelUtils
  55. def log: Logger

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    Attributes
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    Logging
  56. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  57. def logDebug(msg: ⇒ String): Unit

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    Attributes
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    Logging
  58. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  59. def logError(msg: ⇒ String): Unit

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    Attributes
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    Logging
  60. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  61. def logInfo(msg: ⇒ String): Unit

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    Logging
  62. def logName: String

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

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    Logging
  64. def logTrace(msg: ⇒ String): Unit

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

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    Logging
  66. def logWarning(msg: ⇒ String): Unit

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    Attributes
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    Logging
  67. def longParam(name: String, doc: String): LongParam

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    ParameterConstructorMethods
  68. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  69. def nestedJsonFieldToDataFrame(outputJson: JsonObject, parentFieldName: String, fieldName: String): DataFrame

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    Attributes
    protected
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    H2OMOJOModelUtils
  70. final def notify(): Unit

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    Definition Classes
    AnyRef
  71. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  72. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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    ParameterConstructorMethods
  73. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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    Attributes
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    H2OMetrics
  74. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    Attributes
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    ParameterConstructorMethods
  75. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    ParameterConstructorMethods
  76. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    Attributes
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    ParameterConstructorMethods
  77. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    Attributes
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    ParameterConstructorMethods
  78. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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    ParameterConstructorMethods
  79. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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

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    ParameterConstructorMethods
  81. def nullableStringParam(name: String, doc: String): NullableStringParam

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

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    Attributes
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    ParameterConstructorMethods
  83. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  84. final def set(paramPair: ParamPair[_]): H2OGLMMetrics.this.type

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    Attributes
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  85. final def set(param: String, value: Any): H2OGLMMetrics.this.type

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    Attributes
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  86. final def set[T](param: Param[T], value: T): H2OGLMMetrics.this.type

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    Definition Classes
    Params
  87. def setDataFrameSerializerGetter(getterMethod: () ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    H2OMetrics
  88. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMMetrics.this.type

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    Attributes
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    Params
  89. final def setDefault[T](param: Param[T], value: T): H2OGLMMetrics.this.type

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

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    Definition Classes
    H2OMetrics
  91. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Attributes
    protected
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    ParameterConstructorMethods
  92. def stringParam(name: String, doc: String): Param[String]

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    Attributes
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    ParameterConstructorMethods
  93. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  94. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  95. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  96. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  97. 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 Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped