Trait

ai.h2o.sparkling.ml.params

H2ODeepLearningParams

Related Doc: package params

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trait H2ODeepLearningParams extends H2OAlgoSupervisedParams[DeepLearningParameters] with HasStoppingCriteria[DeepLearningParameters] with HasQuantileAlpha

Linear Supertypes
HasQuantileAlpha, HasStoppingCriteria[DeepLearningParameters], H2OAlgoSupervisedParams[DeepLearningParameters], H2OAlgoCommonParams[DeepLearningParameters], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[DeepLearningParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODeepLearning
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Inherited
  1. H2ODeepLearningParams
  2. HasQuantileAlpha
  3. HasStoppingCriteria
  4. H2OAlgoSupervisedParams
  5. H2OAlgoCommonParams
  6. H2OCommonSupervisedParams
  7. H2OCommonParams
  8. H2OSupervisedMOJOParams
  9. H2OMOJOAlgoSharedParams
  10. Logging
  11. Logging
  12. H2OAlgoParamsHelper
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
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Type Members

  1. type H2O_SCHEMA = DeepLearningParametersV3

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    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper

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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    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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    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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    Any

  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
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    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  8. final def clear(param: Param[_]): H2ODeepLearningParams.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  11. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
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    H2OMOJOAlgoSharedParams

  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    H2OMOJOAlgoSharedParams

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

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    Params

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

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    Params

  15. final val detailedPredictionCol: Param[String]

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    H2OMOJOAlgoSharedParams

  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  18. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam

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    H2OAlgoParamsHelper

  19. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    H2OAlgoParamsHelper

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

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    AnyRef

  21. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params

  23. def explainParams(): String

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    Definition Classes
    Params

  24. final def extractParamMap(): ParamMap

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    Params

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

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    Definition Classes
    Params

  26. final val featuresCols: StringArrayParam

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    Attributes
    protected
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    H2OMOJOAlgoSharedParams

  27. def finalize(): Unit

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

  28. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  30. final val foldCol: NullableStringParam

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    H2OCommonParams

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

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    Definition Classes
    Params

  32. def getActivation(): String

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  33. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
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  35. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  36. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  37. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  39. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  40. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

  41. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
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    H2OAlgoParamsHelper

  42. def getEpochs(): Double

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  43. def getExcludedCols(): Seq[String]

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    Attributes
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    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  44. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  45. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  46. def getH2ODoc(fieldName: String): String

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    H2OAlgoParamsHelper

  47. def getHidden(): Array[Int]

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  48. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  49. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  50. def getL1(): Double

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  51. def getL2(): Double

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  52. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  53. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  54. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  55. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  56. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  58. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Params

  60. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  61. def getQuantileAlpha(): Double

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    Definition Classes
    HasQuantileAlpha

  62. def getReproducible(): Boolean

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  63. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  64. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  65. def getStoppingMetric(): String

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    Definition Classes
    HasStoppingCriteria

  66. def getStoppingRounds(): Int

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    Definition Classes
    HasStoppingCriteria

  67. def getStoppingTolerance(): Double

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    Definition Classes
    HasStoppingCriteria

  68. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  69. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  70. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  71. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  73. def hasParam(paramName: String): Boolean

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    Params

  74. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
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    Logging

  76. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

  77. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  79. def intParam(name: String, doc: Option[String] = None): IntParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    Params

  82. final def isInstanceOf[T0]: Boolean

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    Any

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

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  84. def isTraceEnabled(): Boolean

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    Logging

  85. final val labelCol: Param[String]

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    H2OCommonSupervisedParams

  86. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  93. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  98. def longParam(name: String, doc: Option[String] = None): LongParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  100. final val modelId: NullableStringParam

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    Attributes
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    H2OAlgoCommonParams

  101. final val namedMojoOutputColumns: Param[Boolean]

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    H2OMOJOAlgoSharedParams

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

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    AnyRef

  103. final val nfolds: IntParam

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    H2OCommonParams

  104. final def notify(): Unit

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  105. final def notifyAll(): Unit

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  106. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  108. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  110. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  112. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  114. def param[T](name: String, doc: Option[String] = None): Param[T]

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  116. def paramTag: ClassTag[DeepLearningParameters]

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    H2ODeepLearningParams → H2OAlgoParamsHelper

  117. var parameters: DeepLearningParameters

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    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  119. final val predictionCol: Param[String]

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    H2OMOJOAlgoSharedParams

  120. def schemaTag: ClassTag[H2O_SCHEMA]

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    H2ODeepLearningParams → H2OAlgoParamsHelper

  121. final val seed: LongParam

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    H2OCommonParams

  122. final def set(paramPair: ParamPair[_]): H2ODeepLearningParams.this.type

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    Params

  123. final def set(param: String, value: Any): H2ODeepLearningParams.this.type

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  124. final def set[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

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    Definition Classes
    Params

  125. def setActivation(value: String): H2ODeepLearningParams.this.type

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  126. def setAllStringColumnsToCategorical(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  127. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  128. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  129. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  130. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  131. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  132. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningParams.this.type

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    Params

  133. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

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    Params

  134. def setDetailedPredictionCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  135. def setDistribution(value: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  136. def setEpochs(value: Double): H2ODeepLearningParams.this.type

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  137. def setFeaturesCol(first: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  138. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  139. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  140. def setFeaturesCols(first: String, others: String*): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  141. def setFoldCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  142. def setHidden(value: Array[Int]): H2ODeepLearningParams.this.type

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  143. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  144. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  145. def setL1(value: Double): H2ODeepLearningParams.this.type

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  146. def setL2(value: Double): H2ODeepLearningParams.this.type

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  147. def setLabelCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  148. def setModelId(id: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  149. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  150. def setNfolds(value: Int): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  151. def setOffsetCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  152. def setParallelizeCrossValidation(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  153. def setPredictionCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  154. def setQuantileAlpha(value: Double): H2ODeepLearningParams.this.type

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    Definition Classes
    HasQuantileAlpha

  155. def setReproducible(value: Boolean): H2ODeepLearningParams.this.type

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  156. def setSeed(value: Long): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  157. def setSplitRatio(ratio: Double): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  158. def setStoppingMetric(value: String): H2ODeepLearningParams.this.type

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    Definition Classes
    HasStoppingCriteria

  159. def setStoppingRounds(value: Int): H2ODeepLearningParams.this.type

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    Definition Classes
    HasStoppingCriteria

  160. def setStoppingTolerance(value: Double): H2ODeepLearningParams.this.type

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    Definition Classes
    HasStoppingCriteria

  161. def setWeightCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  162. def setWithContributions(enabled: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  163. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  164. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams

  165. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    H2OCommonParams

  166. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Attributes
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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  168. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  171. def toString(): String

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    Identifiable → AnyRef → Any

  172. final def wait(): Unit

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    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

  175. final val weightCol: NullableStringParam

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    Attributes
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    H2OCommonParams

  176. final val withContributions: BooleanParam

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    Attributes
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    H2OMOJOAlgoSharedParams

  177. final val withDetailedPredictionCol: BooleanParam

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    H2OMOJOAlgoSharedParams

  178. final val withLeafNodeAssignments: BooleanParam

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    H2OMOJOAlgoSharedParams

Inherited from HasQuantileAlpha

Inherited from HasStoppingCriteria[DeepLearningParameters]

Inherited from H2OAlgoSupervisedParams[DeepLearningParameters]

Inherited from H2OAlgoCommonParams[DeepLearningParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[DeepLearningParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped