Packages

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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  2. By Inheritance
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()
  2. new H2ODeepLearning(uid: String)

Type Members

  1. type H2O_SCHEMA = DeepLearningParametersV3
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. def checkResponseCode(connection: HttpURLConnection): Unit
    Definition Classes
    RestCommunication
  9. final def clear(param: Param[_]): H2ODeepLearning.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  14. def copy(extra: ParamMap): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. final def defaultCopy[T <: Params](extra: ParamMap): T
    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
    Definition Classes
    RestCommunication
  18. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  21. def doubleParam(name: String, doc: Option[String] = None): DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  22. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  23. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  24. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  25. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  26. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  27. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  28. def explainParams(): String
    Definition Classes
    Params
  29. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  30. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  31. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  32. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  33. def fit(dataset: Dataset[_]): H2OSupervisedMOJOModel
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → Estimator
  34. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  35. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  36. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  37. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  38. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  39. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  40. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  41. def getActivation(): String
    Definition Classes
    H2ODeepLearningParams
  42. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  43. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  44. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  45. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  46. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  47. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  48. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  49. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  50. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  51. def getEpochs(): Double
    Definition Classes
    H2ODeepLearningParams
  52. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  53. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  54. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  55. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  56. def getHidden(): Array[Int]
    Definition Classes
    H2ODeepLearningParams
  57. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  58. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  59. def getL1(): Double
    Definition Classes
    H2ODeepLearningParams
  60. def getL2(): Double
    Definition Classes
    H2ODeepLearningParams
  61. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  62. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  63. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  64. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  65. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  66. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  67. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  68. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  69. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  70. def getQuantileAlpha(): Double
    Definition Classes
    HasQuantileAlpha
  71. def getReproducible(): Boolean
    Definition Classes
    H2ODeepLearningParams
  72. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  73. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  74. def getStoppingMetric(): String
    Definition Classes
    HasStoppingCriteria
  75. def getStoppingRounds(): Int
    Definition Classes
    HasStoppingCriteria
  76. def getStoppingTolerance(): Double
    Definition Classes
    HasStoppingCriteria
  77. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  78. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  79. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  80. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  81. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  82. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  83. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  84. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  86. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  87. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  88. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  89. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  90. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  91. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  92. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  93. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  94. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  95. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  96. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  97. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  98. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  101. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  102. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  103. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  105. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  110. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  111. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  112. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  113. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  114. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  115. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  116. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  117. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  118. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  119. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  120. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  121. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  122. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  123. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  124. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  125. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  126. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  127. def paramTag: ClassTag[DeepLearningParameters]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper
  128. val parameters: DeepLearningParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  129. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  130. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  131. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame])
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  132. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    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
    Definition Classes
    RestCommunication
  134. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream
    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
    Definition Classes
    RestCommunication
  136. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  137. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  138. def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper
  139. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  140. final def set(paramPair: ParamPair[_]): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  141. final def set(param: String, value: Any): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  142. final def set[T](param: Param[T], value: T): H2ODeepLearning.this.type
    Definition Classes
    Params
  143. def setActivation(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  144. def setAllStringColumnsToCategorical(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  145. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  146. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  147. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  148. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  149. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  150. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  151. final def setDefault[T](param: Param[T], value: T): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  152. def setDetailedPredictionCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  153. def setDistribution(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgoCommonParams
  154. def setEpochs(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  155. def setFeaturesCol(first: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  156. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  157. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  158. def setFeaturesCols(first: String, others: String*): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  159. def setFoldCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  160. def setHidden(value: Array[Int]): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  161. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgoCommonParams
  162. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgoCommonParams
  163. def setL1(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  164. def setL2(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  165. def setLabelCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonSupervisedParams
  166. def setModelId(id: String): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgoCommonParams
  167. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  168. def setNfolds(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  169. def setOffsetCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonSupervisedParams
  170. def setParallelizeCrossValidation(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgoCommonParams
  171. def setPredictionCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  172. def setQuantileAlpha(value: Double): H2ODeepLearning.this.type
    Definition Classes
    HasQuantileAlpha
  173. def setReproducible(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  174. def setSeed(value: Long): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  175. def setSplitRatio(ratio: Double): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  176. def setStoppingMetric(value: String): H2ODeepLearning.this.type
    Definition Classes
    HasStoppingCriteria
  177. def setStoppingRounds(value: Int): H2ODeepLearning.this.type
    Definition Classes
    HasStoppingCriteria
  178. def setStoppingTolerance(value: Double): H2ODeepLearning.this.type
    Definition Classes
    HasStoppingCriteria
  179. def setWeightCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  180. def setWithContributions(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  181. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  182. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  183. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  184. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  185. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  186. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  187. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  188. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  189. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  190. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  191. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  192. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  193. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  194. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  195. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  196. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  197. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  198. val uid: String
    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
    Definition Classes
    RestCommunication
  200. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  201. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  202. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  203. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  204. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  205. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  206. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  207. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    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