Trait

ai.h2o.sparkling.ml.algos

H2ODeepLearningParams

Related Doc: package algos

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trait H2ODeepLearningParams extends H2OAlgoSupervisedParams[DeepLearningParameters]

Parameters here can be set as normal and are duplicated to DeepLearningParameters H2O object

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

  1. type H2O_SCHEMA = DeepLearningParametersV3

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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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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
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  2. final def ##(): Int

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

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    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. final val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  9. final def clear(param: Param[_]): H2ODeepLearningParams.this.type

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    Definition Classes
    Params
  10. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  14. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
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    Definition Classes
    Params
  15. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
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    Params
  16. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  17. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  18. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    H2OAlgoParamsHelper
  20. def doubleParam(name: String, doc: String): DoubleParam

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    H2OAlgoParamsHelper
  21. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  22. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params
  24. def explainParams(): String

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

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

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    Definition Classes
    Params
  27. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  28. def finalize(): Unit

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    protected[java.lang]
    Definition Classes
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  29. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
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    H2OAlgoParamsHelper
  30. def floatParam(name: String, doc: String): FloatParam

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    H2OAlgoParamsHelper
  31. final val foldCol: NullableStringParam

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    Attributes
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    Definition Classes
    H2OCommonParams
  32. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  33. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
  34. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  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
    protected
    Definition Classes
    H2OAlgoParamsHelper
  42. def getEpochs(): Double

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  43. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParamsH2OCommonParams
  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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    Attributes
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    Definition Classes
    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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    Definition Classes
    Params
  60. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  61. def getReproducible(): Boolean

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  62. def getSeed(): Long

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    Definition Classes
    H2OCommonParams
  63. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  64. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  65. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  66. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  68. def hashCode(): Int

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

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    Attributes
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    Definition Classes
    Logging
  70. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  71. def intArrayParam(name: String, doc: String): IntArrayParam

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    H2OAlgoParamsHelper
  72. def intParam(name: String, doc: Option[String] = None): IntParam

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    H2OAlgoParamsHelper
  73. def intParam(name: String, doc: String): IntParam

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    H2OAlgoParamsHelper
  74. final def isDefined(param: Param[_]): Boolean

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    Params
  75. final def isInstanceOf[T0]: Boolean

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

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  77. def isTraceEnabled(): Boolean

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    Logging
  78. final val labelCol: Param[String]

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    Attributes
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    H2OCommonSupervisedParams
  79. def log: Logger

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

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    Logging
  81. def logDebug(msg: ⇒ String): Unit

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

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    Logging
  83. def logError(msg: ⇒ String): Unit

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

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    Logging
  85. def logInfo(msg: ⇒ String): Unit

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    Logging
  86. def logName: String

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

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    Logging
  88. def logTrace(msg: ⇒ String): Unit

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

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

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

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    Attributes
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    H2OAlgoParamsHelper
  92. def longParam(name: String, doc: String): LongParam

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    H2OAlgoParamsHelper
  93. final val modelId: NullableStringParam

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    Attributes
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    H2OAlgoCommonParams
  94. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
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    H2OMOJOAlgoSharedParams
  95. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  96. final val nfolds: IntParam

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    Attributes
    protected
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    H2OCommonParams
  97. final def notify(): Unit

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

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

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    Attributes
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    H2OAlgoParamsHelper
  100. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    H2OAlgoParamsHelper
  101. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    H2OAlgoParamsHelper
  102. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    H2OAlgoParamsHelper
  103. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    H2OAlgoParamsHelper
  104. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    H2OAlgoParamsHelper
  105. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    H2OAlgoParamsHelper
  106. def nullableStringParam(name: String, doc: String): NullableStringParam

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    H2OAlgoParamsHelper
  107. def param[T](name: String, doc: Option[String] = None): Param[T]

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    H2OAlgoParamsHelper
  108. def param[T](name: String, doc: String): Param[T]

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    H2OAlgoParamsHelper
  109. def paramTag: ClassTag[DeepLearningParameters]

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    H2ODeepLearningParamsH2OAlgoParamsHelper
  110. var parameters: DeepLearningParameters

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    H2OAlgoParamsHelper
  111. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  112. final val predictionCol: Param[String]

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    Attributes
    protected
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    H2OMOJOAlgoSharedParams
  113. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
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    H2ODeepLearningParamsH2OAlgoParamsHelper
  114. final val seed: LongParam

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    H2OCommonParams
  115. final def set(paramPair: ParamPair[_]): H2ODeepLearningParams.this.type

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

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

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    Definition Classes
    Params
  118. def setAllStringColumnsToCategorical(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  119. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  120. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  121. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  122. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  123. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningParams.this.type

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

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

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    Definition Classes
    H2OCommonParams
  126. def setDistribution(value: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  127. def setEpochs(value: Double): H2ODeepLearningParams.this.type

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

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    Definition Classes
    H2OCommonParams
  129. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  130. def setFeaturesCols(first: String, others: String*): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  131. def setFoldCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  132. def setHidden(value: Array[Int]): H2ODeepLearningParams.this.type

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

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    Definition Classes
    H2OAlgoCommonParams
  134. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  135. def setL1(value: Double): H2ODeepLearningParams.this.type

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

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

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    Definition Classes
    H2OCommonSupervisedParams
  138. def setModelId(id: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  139. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  140. def setNfolds(value: Int): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  141. def setOffsetCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  142. def setParallelizeCrossValidation(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  143. def setPredictionCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  144. def setReproducible(value: Boolean): H2ODeepLearningParams.this.type

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

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    Definition Classes
    H2OCommonParams
  146. def setSplitRatio(ratio: Double): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  147. def setWeightCol(columnName: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  148. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OCommonParams
  149. final val splitRatio: DoubleParam

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    Attributes
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    H2OCommonParams
  150. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    H2OAlgoParamsHelper
  151. def stringArrayParam(name: String, doc: String): StringArrayParam

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    H2OAlgoParamsHelper
  152. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    H2OAlgoParamsHelper
  153. def stringParam(name: String, doc: String): Param[String]

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    H2OAlgoParamsHelper
  154. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  155. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  156. def updateH2OParams(): Unit

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    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Definition Classes
    H2ODeepLearningParamsH2OAlgoSupervisedParamsH2OAlgoCommonParams
  157. final def wait(): Unit

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

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    Annotations
    @throws( ... )
  159. final def wait(arg0: Long): Unit

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    Annotations
    @throws( ... )
  160. final val weightCol: NullableStringParam

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    Attributes
    protected
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    H2OCommonParams
  161. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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