Class/Object

ai.h2o.sparkling.ml.algos

H2ODeepLearning

Related Docs: object H2ODeepLearning | package algos

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class H2ODeepLearning extends H2OSupervisedAlgorithm[DeepLearning, DeepLearningModel, DeepLearningParameters] with H2ODeepLearningParams

H2O DeepLearning algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2ODeepLearningParams, H2OSupervisedAlgorithm[DeepLearning, DeepLearningModel, DeepLearningParameters], H2OAlgoSupervisedParams[DeepLearningParameters], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[DeepLearning, DeepLearningModel, DeepLearningParameters], H2OAlgoCommonParams[DeepLearningParameters], H2OAlgoParamsHelper[DeepLearningParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
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  2. By Inheritance
Inherited
  1. H2ODeepLearning
  2. H2ODeepLearningParams
  3. H2OSupervisedAlgorithm
  4. H2OAlgoSupervisedParams
  5. H2OCommonSupervisedParams
  6. H2OSupervisedMOJOParams
  7. H2OAlgorithm
  8. H2OAlgoCommonParams
  9. H2OAlgoParamsHelper
  10. DefaultParamsWritable
  11. MLWritable
  12. H2OAlgoCommonUtils
  13. H2OCommonParams
  14. H2OMOJOAlgoSharedParams
  15. Logging
  16. Estimator
  17. PipelineStage
  18. Logging
  19. Params
  20. Serializable
  21. Serializable
  22. Identifiable
  23. AnyRef
  24. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODeepLearning()

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  2. new H2ODeepLearning(uid: String)

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Type Members

  1. type H2O_SCHEMA = DeepLearningParametersV3

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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
    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[_]): H2ODeepLearning.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 copy(extra: ParamMap): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  19. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  21. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
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    H2OAlgoParamsHelper
  22. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
    AnyRef → Any
  24. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  25. def explainParams(): String

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

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

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    Definition Classes
    Params
  28. final val featuresCols: StringArrayParam

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

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  30. def fit(dataset: Dataset[_]): H2OSupervisedMOJOModel

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    Definition Classes
    H2OSupervisedAlgorithmH2OAlgorithm → Estimator
  31. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  32. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  33. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  34. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  35. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  36. final val foldCol: NullableStringParam

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

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    Definition Classes
    Params
  38. def getAllStringColumnsToCategorical(): Boolean

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

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    Definition Classes
    AnyRef → Any
  40. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  41. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  42. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  43. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  44. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  45. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams
  46. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  47. def getEpochs(): Double

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    Definition Classes
    H2ODeepLearningParams
  48. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParamsH2OCommonParams
  49. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  50. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams
  51. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  52. def getHidden(): Array[Int]

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    Definition Classes
    H2ODeepLearningParams
  53. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  54. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  55. def getL1(): Double

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    Definition Classes
    H2ODeepLearningParams
  56. def getL2(): Double

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    Definition Classes
    H2ODeepLearningParams
  57. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams
  58. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams
  59. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  60. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams
  61. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams
  62. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  63. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  64. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  65. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  66. def getReproducible(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  67. def getSeed(): Long

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    Definition Classes
    H2OCommonParams
  68. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  69. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  70. def getWithDetailedPredictionCol(): Boolean

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

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

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    Definition Classes
    Params
  73. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  74. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
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    Definition Classes
    Logging
  75. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  77. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  78. def intParam(name: String, doc: Option[String] = None): IntParam

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

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

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    Definition Classes
    Params
  81. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    Params
  83. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  84. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  85. def log: Logger

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    Attributes
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    Definition Classes
    Logging
  86. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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

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

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

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

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

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    Attributes
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    Logging
  92. def logName: String

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

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

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

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    Attributes
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    Logging
  96. def logWarning(msg: ⇒ String): Unit

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

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

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    Attributes
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    H2OAlgoParamsHelper
  99. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  100. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  101. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  102. final val nfolds: IntParam

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    Attributes
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    H2OCommonParams
  103. final def notify(): Unit

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

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

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

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

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

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

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

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

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

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    Attributes
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    H2OAlgoParamsHelper
  113. final val offsetCol: NullableStringParam

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    Attributes
    protected
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    H2OSupervisedMOJOParams
  114. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Attributes
    protected
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    H2OAlgoParamsHelper
  115. def param[T](name: String, doc: String): Param[T]

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    Attributes
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    H2OAlgoParamsHelper
  116. def paramTag: ClassTag[DeepLearningParameters]

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    Attributes
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    H2ODeepLearningParamsH2OAlgoParamsHelper
  117. var parameters: DeepLearningParameters

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    Attributes
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    H2OAlgoParamsHelper
  118. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  119. def preProcessBeforeFit(trainFrame: Frame): Unit

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    Attributes
    protected
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    H2OSupervisedAlgorithmH2OAlgorithm
  120. final val predictionCol: Param[String]

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    Attributes
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    H2OMOJOAlgoSharedParams
  121. def prepareDatasetForFitting(dataset: Dataset[_]): (Frame, Option[Frame], Array[String])

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    Attributes
    protected
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    H2OAlgoCommonUtils
  122. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  123. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
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    H2ODeepLearningParamsH2OAlgoParamsHelper
  124. final val seed: LongParam

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    Attributes
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    H2OCommonParams
  125. final def set(paramPair: ParamPair[_]): H2ODeepLearning.this.type

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    Attributes
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    Params
  126. final def set(param: String, value: Any): H2ODeepLearning.this.type

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    Attributes
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  127. final def set[T](param: Param[T], value: T): H2ODeepLearning.this.type

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    Definition Classes
    Params
  128. def setAllStringColumnsToCategorical(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  129. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  130. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  131. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  132. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  133. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearning.this.type

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    Attributes
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    Params
  134. final def setDefault[T](param: Param[T], value: T): H2ODeepLearning.this.type

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    Attributes
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    Params
  135. def setDetailedPredictionCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  136. def setDistribution(value: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams
  137. def setDistribution(value: DistributionFamily): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams
    Annotations
    @DeprecatedMethod( "setDistribution(value: String)" )
  138. def setEpochs(value: Double): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams
  139. def setFeaturesCol(first: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  140. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  141. def setFeaturesCols(first: String, others: String*): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  142. def setFoldCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  143. def setHidden(value: Array[Int]): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams
  144. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams
  145. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams
  146. def setL1(value: Double): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams
  147. def setL2(value: Double): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams
  148. def setLabelCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  149. def setModelId(id: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams
  150. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  151. def setNfolds(value: Int): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  152. def setOffsetCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  153. def setParallelizeCrossValidation(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams
  154. def setPredictionCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  155. def setReproducible(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams
  156. def setSeed(value: Long): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  157. def setSplitRatio(ratio: Double): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  158. def setWeightCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  159. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
  160. final val splitRatio: DoubleParam

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  162. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  163. def stringParam(name: String, doc: Option[String] = None): Param[String]

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  165. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  166. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  167. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithmH2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  168. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  169. val uid: String

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    Definition Classes
    H2ODeepLearning → Identifiable
  170. 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
  171. final def wait(): Unit

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  173. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  174. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  175. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  176. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2ODeepLearningParams

Inherited from H2OSupervisedAlgorithm[DeepLearning, DeepLearningModel, DeepLearningParameters]

Inherited from H2OAlgoSupervisedParams[DeepLearningParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[DeepLearning, DeepLearningModel, DeepLearningParameters]

Inherited from H2OAlgoCommonParams[DeepLearningParameters]

Inherited from H2OAlgoParamsHelper[DeepLearningParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped