Class/Object

ai.h2o.sparkling.ml.algos

H2ODeepLearning

Related Docs: object H2ODeepLearning | package algos

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class H2ODeepLearning extends H2OSupervisedAlgorithm[DeepLearningParameters] with H2ODeepLearningParams

H2O DeepLearning algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2ODeepLearningParams, HasQuantileAlpha, HasStoppingCriteria[DeepLearningParameters], H2OSupervisedAlgorithm[DeepLearningParameters], H2OAlgoSupervisedParams[DeepLearningParameters], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[DeepLearningParameters], H2OAlgoCommonParams[DeepLearningParameters], H2OCommonParams, H2OMOJOAlgoSharedParams, H2OAlgoParamsHelper[DeepLearningParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2ODeepLearning
  2. H2ODeepLearningParams
  3. HasQuantileAlpha
  4. HasStoppingCriteria
  5. H2OSupervisedAlgorithm
  6. H2OAlgoSupervisedParams
  7. H2OCommonSupervisedParams
  8. H2OSupervisedMOJOParams
  9. H2OAlgorithm
  10. H2OAlgoCommonParams
  11. H2OCommonParams
  12. H2OMOJOAlgoSharedParams
  13. H2OAlgoParamsHelper
  14. DefaultParamsWritable
  15. MLWritable
  16. H2OAlgoCommonUtils
  17. EstimatorCommonUtils
  18. RestCommunication
  19. RestEncodingUtils
  20. Logging
  21. Estimator
  22. PipelineStage
  23. Logging
  24. Params
  25. Serializable
  26. Serializable
  27. Identifiable
  28. AnyRef
  29. 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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    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper

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 def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. def checkResponseCode(connection: HttpURLConnection): Unit

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    Definition Classes
    RestCommunication

  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
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  17. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  18. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  23. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  24. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  28. def explainParams(): String

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    Definition Classes
    Params

  29. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def finalize(): Unit

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

  33. def fit(dataset: Dataset[_]): H2OSupervisedMOJOModel

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    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

  34. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  35. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  36. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  39. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  41. def getActivation(): String

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    Definition Classes
    H2ODeepLearningParams

  42. def getAllStringColumnsToCategorical(): Boolean

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

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

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    Definition Classes
    AnyRef → Any

  44. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  45. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  46. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  48. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  49. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  51. def getEpochs(): Double

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    Definition Classes
    H2ODeepLearningParams

  52. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  53. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  54. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  55. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  56. def getHidden(): Array[Int]

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    Definition Classes
    H2ODeepLearningParams

  57. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  58. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  59. def getL1(): Double

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    Definition Classes
    H2ODeepLearningParams

  60. def getL2(): Double

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    Definition Classes
    H2ODeepLearningParams

  61. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  62. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  63. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  64. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  65. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  67. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    Params

  69. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  70. def getQuantileAlpha(): Double

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    Definition Classes
    HasQuantileAlpha

  71. def getReproducible(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  72. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  73. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  74. def getStoppingMetric(): String

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    Definition Classes
    HasStoppingCriteria

  75. def getStoppingRounds(): Int

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    Definition Classes
    HasStoppingCriteria

  76. def getStoppingTolerance(): Double

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    Definition Classes
    HasStoppingCriteria

  77. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  78. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  79. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  81. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  82. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  84. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  85. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  86. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  92. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  93. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  95. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  96. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  97. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Logging

  104. def logName: String

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    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
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    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  111. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  112. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  114. final val nfolds: IntParam

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    Attributes
    protected
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    H2OCommonParams

  115. final def notify(): Unit

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    Definition Classes
    AnyRef

  116. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
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    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  127. def paramTag: ClassTag[DeepLearningParameters]

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    Attributes
    protected
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    H2ODeepLearningParams → H2OAlgoParamsHelper

  128. var parameters: DeepLearningParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  130. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  131. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame])

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  132. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm

  133. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)])(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  134. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  135. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  136. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  137. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  138. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper

  139. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  140. final def set(paramPair: ParamPair[_]): H2ODeepLearning.this.type

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    Attributes
    protected
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    Params

  141. final def set(param: String, value: Any): H2ODeepLearning.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  143. def setActivation(value: String): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams

  144. def setAllStringColumnsToCategorical(value: Boolean): H2ODeepLearning.this.type

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

  145. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  146. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  147. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  148. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  149. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  150. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearning.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  152. def setDetailedPredictionCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  153. def setDistribution(value: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams

  154. def setEpochs(value: Double): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams

  155. def setFeaturesCol(first: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  156. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  157. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  158. def setFeaturesCols(first: String, others: String*): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  159. def setFoldCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  160. def setHidden(value: Array[Int]): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams

  161. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams

  162. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams

  163. def setL1(value: Double): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams

  164. def setL2(value: Double): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams

  165. def setLabelCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  166. def setModelId(id: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams

  167. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  168. def setNfolds(value: Int): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  169. def setOffsetCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  170. def setParallelizeCrossValidation(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OAlgoCommonParams

  171. def setPredictionCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  172. def setQuantileAlpha(value: Double): H2ODeepLearning.this.type

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    Definition Classes
    HasQuantileAlpha

  173. def setReproducible(value: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2ODeepLearningParams

  174. def setSeed(value: Long): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  175. def setSplitRatio(ratio: Double): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  176. def setStoppingMetric(value: String): H2ODeepLearning.this.type

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    Definition Classes
    HasStoppingCriteria

  177. def setStoppingRounds(value: Int): H2ODeepLearning.this.type

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    Definition Classes
    HasStoppingCriteria

  178. def setStoppingTolerance(value: Double): H2ODeepLearning.this.type

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    Definition Classes
    HasStoppingCriteria

  179. def setWeightCol(columnName: String): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  180. def setWithContributions(enabled: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  181. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )

  182. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearning.this.type

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    Definition Classes
    H2OCommonParams

  183. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  188. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  189. def stringifyArray(arr: Array[_]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  190. def stringifyMap(map: Map[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  191. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  192. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  194. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  195. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  196. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

  197. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  198. val uid: String

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    Definition Classes
    H2ODeepLearning → Identifiable

  199. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  200. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  203. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  204. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  205. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  206. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  207. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2ODeepLearningParams

Inherited from HasQuantileAlpha

Inherited from HasStoppingCriteria[DeepLearningParameters]

Inherited from H2OSupervisedAlgorithm[DeepLearningParameters]

Inherited from H2OAlgoSupervisedParams[DeepLearningParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[DeepLearningParameters]

Inherited from H2OAlgoCommonParams[DeepLearningParameters]

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from H2OAlgoParamsHelper[DeepLearningParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

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