Trait/Object

ai.h2o.sparkling.ml.metrics

H2OMetrics

Related Docs: object H2OMetrics | package metrics

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trait H2OMetrics extends ParameterConstructorMethods with H2OMOJOModelUtils with Logging with HasDataFrameSerializer

Linear Supertypes
HasDataFrameSerializer, H2OMOJOModelUtils, Logging, Logging, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAnomalyMetrics, H2OAutoEncoderMetrics, H2OBinomialGLMMetrics, H2OBinomialMetrics, H2OClusteringMetrics, H2OCommonMetrics, H2OGLMMetrics, H2OGLRMMetrics, H2OMultinomialGLMMetrics, H2OMultinomialMetrics, H2OOrdinalGLMMetrics, H2OOrdinalMetrics, H2OPCAMetrics, H2ORegressionCoxPHMetrics, H2ORegressionGLMMetrics, H2ORegressionMetrics
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Inherited
  1. H2OMetrics
  2. HasDataFrameSerializer
  3. H2OMOJOModelUtils
  4. Logging
  5. Logging
  6. ParameterConstructorMethods
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
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Visibility
  1. Public
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Abstract Value Members

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

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    Definition Classes
    Params

  2. abstract val uid: String

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    Identifiable

Concrete Value Members

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

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  2. final def ##(): Int

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

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    Params

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

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  5. final def asInstanceOf[T0]: T0

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

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    ParameterConstructorMethods

  7. final def clear(param: Param[_]): H2OMetrics.this.type

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    Params

  8. def clone(): AnyRef

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    @throws( ... )

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

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    Params

  10. final val dataFrameSerializer: Param[String]

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    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Params

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

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

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

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  15. def equals(arg0: Any): Boolean

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

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    Params

  17. def explainParams(): String

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  18. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

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    Attributes
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    Definition Classes
    H2OMOJOModelUtils

  19. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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    H2OMOJOModelUtils

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

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    H2OMOJOModelUtils

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

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    Attributes
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    H2OMOJOModelUtils

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

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    H2OMOJOModelUtils

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

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    H2OMOJOModelUtils

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

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    H2OMOJOModelUtils

  25. final def extractParamMap(): ParamMap

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    Params

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

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    Params

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

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    H2OMOJOModelUtils

  28. def extractScoringHistory(outputJson: JsonObject): DataFrame

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    H2OMOJOModelUtils

  29. def finalize(): Unit

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

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    ParameterConstructorMethods

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

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

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  33. def getDataFrameSerializer(): String

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    Definition Classes
    H2OMetrics → HasDataFrameSerializer

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

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    Params

  35. def getModelDetails(modelJson: JsonObject): String

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    H2OMOJOModelUtils

  36. def getModelJson(mojo: File): JsonObject

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    H2OMOJOModelUtils

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

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

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

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  40. def hasParam(paramName: String): Boolean

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  41. def hashCode(): Int

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

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    Logging

  43. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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

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

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  47. final def isInstanceOf[T0]: Boolean

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

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  49. def isTraceEnabled(): Boolean

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    Logging

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

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    H2OMOJOModelUtils

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

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    H2OMOJOModelUtils

  52. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  59. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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

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  66. final def notify(): Unit

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  67. final def notifyAll(): Unit

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

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

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

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

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

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

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

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

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

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

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

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  79. final def set(paramPair: ParamPair[_]): H2OMetrics.this.type

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  80. final def set(param: String, value: Any): H2OMetrics.this.type

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  81. final def set[T](param: Param[T], value: T): H2OMetrics.this.type

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

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  83. final def setDefault(paramPairs: ParamPair[_]*): H2OMetrics.this.type

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  84. final def setDefault[T](param: Param[T], value: T): H2OMetrics.this.type

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

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

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

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

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  89. def toString(): String

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    Identifiable → AnyRef → Any

  90. final def wait(): Unit

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    @throws( ... )

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

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

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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