Class/Object

ai.h2o.sparkling.ml.algos

H2ODeepLearning

Related Docs: object H2ODeepLearning | package algos

Permalink

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

H2O DeepLearning algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2ODeepLearningParams, HasQuantileAlpha, HasStoppingCriteria[DeepLearningParameters], 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
Ordering
  1. Alphabetic
  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. H2OAlgoParamsHelper
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OAlgoCommonUtils
  15. H2OCommonParams
  16. H2OMOJOAlgoSharedParams
  17. Logging
  18. Estimator
  19. PipelineStage
  20. Logging
  21. Params
  22. Serializable
  23. Serializable
  24. Identifiable
  25. AnyRef
  26. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODeepLearning()

    Permalink

  2. new H2ODeepLearning(uid: String)

    Permalink

Type Members

  1. type H2O_SCHEMA = DeepLearningParametersV3

    Permalink
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final val allStringColumnsToCategorical: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  9. final def clear(param: Param[_]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  12. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  14. def copy(extra: ParamMap): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  17. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    AnyRef

  23. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  25. def explainParams(): String

    Permalink
    Definition Classes
    Params

  26. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  28. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  29. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  36. final val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    Params

  38. def getAllStringColumnsToCategorical(): Boolean

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    AnyRef → Any

  40. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  41. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  42. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    Params

  44. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  45. def getDistribution(): String

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  47. def getEpochs(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  48. def getExcludedCols(): Seq[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  49. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  50. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

  51. def getH2ODoc(fieldName: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  52. def getHidden(): Array[Int]

    Permalink
    Definition Classes
    H2ODeepLearningParams

  53. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2OAlgoCommonParams

  54. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2OAlgoCommonParams

  55. def getL1(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  56. def getL2(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  57. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

  58. def getModelId(): String

    Permalink
    Definition Classes
    H2OAlgoCommonParams

  59. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  60. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OCommonParams

  61. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2OSupervisedMOJOParams

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

    Permalink
    Definition Classes
    Params

  63. def getParallelizeCrossValidation(): Boolean

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    Params

  65. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  66. def getQuantileAlpha(): Double

    Permalink
    Definition Classes
    HasQuantileAlpha

  67. def getReproducible(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  68. def getSeed(): Long

    Permalink
    Definition Classes
    H2OCommonParams

  69. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  70. def getStoppingMetric(): String

    Permalink
    Definition Classes
    HasStoppingCriteria

  71. def getStoppingRounds(): Int

    Permalink
    Definition Classes
    HasStoppingCriteria

  72. def getStoppingTolerance(): Double

    Permalink
    Definition Classes
    HasStoppingCriteria

  73. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

  74. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    Params

  76. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  77. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  79. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    Params

  85. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  87. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  88. final val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  89. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  96. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  103. final val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  104. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    AnyRef

  106. final val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  107. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  108. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  119. def paramTag: ClassTag[DeepLearningParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper

  120. var parameters: DeepLearningParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    Params

  122. def preProcessBeforeFit(trainFrameKey: String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm

  123. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  124. def prepareDatasetForFitting(dataset: Dataset[_]): (String, Option[String], Array[String])

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  125. def save(path: String): Unit

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

  126. def schemaTag: ClassTag[H2O_SCHEMA]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper

  127. final val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    H2ODeepLearningParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2ODeepLearningParams

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

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    H2ODeepLearningParams

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

    Permalink
    Definition Classes
    H2ODeepLearningParams

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

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

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

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

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

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    HasQuantileAlpha

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

    Permalink
    Definition Classes
    H2ODeepLearningParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    HasStoppingCriteria

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

    Permalink
    Definition Classes
    HasStoppingCriteria

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

    Permalink
    Definition Classes
    HasStoppingCriteria

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

  166. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    AnyRef

  172. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  173. def transformSchema(schema: StructType): StructType

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  175. val uid: String

    Permalink
    Definition Classes
    H2ODeepLearning → Identifiable

  176. def updateH2OParams(): Unit

    Permalink

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

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

    Definition Classes
    H2ODeepLearningParams → H2OAlgoSupervisedParams → H2OAlgoCommonParams

  177. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  180. final val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  181. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  182. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2ODeepLearningParams

Inherited from HasQuantileAlpha

Inherited from HasStoppingCriteria[DeepLearningParameters]

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