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
  2. All

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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    protected
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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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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

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

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    protected
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    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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    Params

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  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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    Params

  18. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  19. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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    protected
    Definition Classes
    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 extractJsonTables(outputJson: JsonObject, fieldName: String): Array[DataFrame]

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    protected
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    H2OMOJOModelUtils

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

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    protected
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    H2OMOJOModelUtils

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

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    H2OMOJOModelUtils

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

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    protected
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    H2OMOJOModelUtils

  26. def extractModelSummary(outputJson: JsonObject): DataFrame

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

  27. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Params

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

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    H2OMOJOModelUtils

  30. def extractScoringHistory(outputJson: JsonObject): DataFrame

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    H2OMOJOModelUtils

  31. def finalize(): Unit

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    protected[java.lang]
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    Annotations
    @throws( classOf[java.lang.Throwable] )

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

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    ParameterConstructorMethods

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

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    Params

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

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    Definition Classes
    AnyRef → Any

  35. def getDataFrameSerializer(): String

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    Definition Classes
    H2OMetrics → HasDataFrameSerializer

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

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    Definition Classes
    Params

  37. def getModelDetails(modelJson: JsonObject): String

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    protected
    Definition Classes
    H2OMOJOModelUtils

  38. def getModelJson(mojo: File): JsonObject

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    protected
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    H2OMOJOModelUtils

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

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

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

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  42. def hasParam(paramName: String): Boolean

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  43. def hashCode(): Int

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

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    Attributes
    protected
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    Logging

  45. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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    ParameterConstructorMethods

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

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

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  49. final def isInstanceOf[T0]: Boolean

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

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  51. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

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

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    protected
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    H2OMOJOModelUtils

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

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    protected
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    H2OMOJOModelUtils

  54. def log: Logger

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    Attributes
    protected
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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  61. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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

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  68. final def notify(): Unit

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  69. final def notifyAll(): Unit

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Params

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

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

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

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

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

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    ParameterConstructorMethods

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

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

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  91. def toString(): String

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    Identifiable → AnyRef → Any

  92. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

  94. 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