Trait/Object

ai.h2o.sparkling.ml.metrics

H2OMetrics

Related Docs: object H2OMetrics | package metrics

Permalink

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
Ordering
  1. Alphabetic
  2. By Inheritance
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
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

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

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  10. final val dataFrameSerializer: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  17. def explainParams(): String

    Permalink
    Definition Classes
    Params

  18. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  19. def extractFeatureImportances(outputJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  24. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  27. def extractScoringHistory(outputJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  28. def finalize(): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  32. def getDataFrameSerializer(): String

    Permalink
    Definition Classes
    H2OMetrics → HasDataFrameSerializer

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

    Permalink
    Definition Classes
    Params

  34. def getModelDetails(modelJson: JsonObject): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  35. def getModelJson(mojo: File): JsonObject

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  39. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  40. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  42. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  46. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  48. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils

  50. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  57. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    AnyRef

  64. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  65. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    AnyRef

  87. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  88. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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