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

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

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    Attributes
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    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 extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

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

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    Attributes
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    H2OMOJOModelUtils
  20. def extractFeatureTypes(outputJson: JsonObject): Map[String, String]

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

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

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    Attributes
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    H2OMOJOModelUtils
  23. def extractModelCategory(outputJson: JsonObject): internals.H2OModelCategory.Value

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    Attributes
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    Definition Classes
    H2OMOJOModelUtils
  24. final def extractParamMap(): ParamMap

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

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

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

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    Attributes
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    H2OMOJOModelUtils
  28. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  29. def floatParam(name: String, doc: String): FloatParam

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    Params
  40. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  41. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  42. def intArrayParam(name: String, doc: String): IntArrayParam

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

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

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    Definition Classes
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  45. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
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  47. def isTraceEnabled(): Boolean

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    Attributes
    protected
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    Logging
  48. def jsonFieldToDataFrame(outputJson: JsonObject, fieldName: String): DataFrame

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    Attributes
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    Definition Classes
    H2OMOJOModelUtils
  49. def log: Logger

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

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

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

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

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

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

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    Logging
  56. def logName: String

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

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    Attributes
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    Logging
  58. def logTrace(msg: ⇒ String): Unit

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

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

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

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

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    AnyRef
  63. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  65. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    AnyRef
  86. def toString(): String

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

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

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    Definition Classes
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    Annotations
    @throws( ... )
  89. 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