H2ODeepLearning

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. def H2ODistributionParam(name: String): H2ODistributionParam

   

   Definition Classes

   H2OAlgoParams

6. final val allStringColumnsToCategorical: BooleanParam

   

   Attributes

   protected

   Definition Classes

   H2OCommonParams

7. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

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

   

   Attributes

   protected

   Definition Classes

   H2OAlgoParamsHelper

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

   

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   protected

   Definition Classes

   H2OAlgoParamsHelper

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

    

    Definition Classes

    Params

11. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

12. final val columnsToCategorical: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

13. final val convertInvalidNumbersToNa: BooleanParam

    

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    protected

    Definition Classes

    H2OCommonParams

14. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    H2OAlgorithm → Estimator → PipelineStage → Params

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

    

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    Definition Classes

    Params

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

    

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    Params

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

    

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    Definition Classes

    H2OAlgoParamsHelper

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

    

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    Definition Classes

    H2OAlgoParamsHelper

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

    

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    Definition Classes

    H2OAlgoParamsHelper

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

    

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    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Definition Classes

    AnyRef

23. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

25. def explainParams(): String

    

    Definition Classes

    Params

26. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

28. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

29. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

30. def fit(dataset: Dataset[_]): H2OMOJOModel

    

    Definition Classes

    H2OAlgorithm → Estimator

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    

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    Definition Classes

    H2OAlgoParamsHelper

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

    

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    Definition Classes

    H2OAlgoParamsHelper

36. final val foldCol: NullableStringParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    Params

38. def getAllStringColumnsToCategorical(): Boolean

    

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    AnyRef → Any

40. def getColumnsToCategorical(): Array[String]

    

    Definition Classes

    H2OCommonParams

41. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OCommonParams

42. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    Params

44. def getDistribution(): DistributionFamily

    

    Definition Classes

    H2OAlgoParams

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

46. def getEpochs(): Double

    

    Definition Classes

    H2ODeepLearningParams

47. def getExcludedCols(): Seq[String]

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

48. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OCommonParams

49. def getFoldCol(): String

    

    Definition Classes

    H2OCommonParams

50. def getH2ODoc(fieldName: String): String

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

51. def getHidden(): Array[Int]

    

    Definition Classes

    H2ODeepLearningParams

52. def getKeepCrossValidationFoldAssignment(): Boolean

    

    Definition Classes

    H2OAlgoParams

53. def getKeepCrossValidationPredictions(): Boolean

    

    Definition Classes

    H2OAlgoParams

54. def getL1(): Double

    

    Definition Classes

    H2ODeepLearningParams

55. def getL2(): Double

    

    Definition Classes

    H2ODeepLearningParams

56. def getLabelCol(): String

    

    Definition Classes

    H2OCommonParams

57. def getModelId(): String

    

    Definition Classes

    H2OAlgoParams

58. def getNfolds(): Int

    

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    Params

60. def getParallelizeCrossValidation(): Boolean

    

    Definition Classes

    H2OAlgoParams

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

    

    Definition Classes

    DeprecatableParams → Params

62. def getPredictionCol(): String

    

    Definition Classes

    H2OAlgoParams

    Annotations

    @DeprecatedMethod( "getLabelCol" )

63. def getReproducible(): Boolean

    

    Definition Classes

    H2ODeepLearningParams

64. def getSeed(): Long

    

    Definition Classes

    H2OCommonParams

65. def getSplitRatio(): Double

    

    Definition Classes

    H2OCommonParams

66. def getTrainRatio(): Double

    

    Definition Classes

    H2OAlgoParams

    Annotations

    @DeprecatedMethod( "getSplitRatio" )

67. def getWeightCol(): String

    

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    Params

69. def hasParam(paramName: String): Boolean

    

    Definition Classes

    DeprecatableParams → Params

70. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

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

    

    Attributes

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    Definition Classes

    Logging

72. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

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    Definition Classes

    Logging

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

    

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    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

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    Definition Classes

    H2OAlgoParamsHelper

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

    

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    Definition Classes

    H2OAlgoParamsHelper

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

    

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    Definition Classes

    H2OAlgoParamsHelper

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

    

    Definition Classes

    Params

78. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

80. def isTraceEnabled(): Boolean

    

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    Definition Classes

    Logging

81. final val labelCol: Param[String]

    

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    Definition Classes

    H2OCommonParams

82. def log: Logger

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

84. def logDebug(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

86. def logError(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

88. def logInfo(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

89. def logName: String

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

91. def logTrace(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    H2OAlgoParamsHelper

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

    

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    Definition Classes

    H2OAlgoParamsHelper

96. final val modelId: NullableStringParam

    

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    protected

    Definition Classes

    H2OAlgoParams

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

    

    Definition Classes

    AnyRef

98. final val nfolds: IntParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

99. final def notify(): Unit

    

    Definition Classes

    AnyRef

100. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

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

     

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     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

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     protected

     Definition Classes

     H2OAlgoParamsHelper

109. def paramTag: ClassTag[DeepLearningParameters]

     

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     Definition Classes

     H2ODeepLearningParams → H2OAlgoParamsHelper

110. var parameters: DeepLearningParameters

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

112. def prepareDatasetForFitting(dataset: Dataset[_]): (Frame, Option[Frame])

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmCommons

113. def renamingMap: Map[String, String]

     

     When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

     When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

     Attributes

     protected

     Definition Classes

     H2OAlgoParams → DeprecatableParams

114. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

     @Since( "1.6.0" ) @throws( ... )

115. def schemaTag: ClassTag[H2O_SCHEMA]

     

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     Definition Classes

     H2ODeepLearningParams → H2OAlgoParamsHelper

116. final val seed: LongParam

     

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     protected

     Definition Classes

     H2OCommonParams

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

     

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     Definition Classes

     Params

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

     

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     Definition Classes

     Params

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

     

     Definition Classes

     Params

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

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     Definition Classes

     Params

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

     

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     Definition Classes

     Params

127. def setDistribution(value: DistributionFamily): H2ODeepLearning.this.type

     

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     H2ODeepLearningParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2ODeepLearningParams

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

     

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     H2ODeepLearningParams

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

     

     Definition Classes

     H2ODeepLearningParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OAlgoParams

142. def setPredictionCol(value: String): H2ODeepLearning.this.type

     

     Definition Classes

     H2OAlgoParams

     Annotations

     @DeprecatedMethod( "setLabelCol" )

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

     

     Definition Classes

     H2ODeepLearningParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

146. def setTrainRatio(value: Double): H2ODeepLearning.this.type

     

     Definition Classes

     H2OAlgoParams

     Annotations

     @DeprecatedMethod( "setSplitRatio" )

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

     

     Definition Classes

     H2OCommonParams

148. final val splitRatio: DoubleParam

     

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     protected

     Definition Classes

     H2OCommonParams

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

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     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     AnyRef

154. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

155. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

157. val uid: String

     

     Definition Classes

     H2ODeepLearning → H2ODeepLearning → Identifiable

158. def updateH2OParams(): Unit

     

     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 → H2OAlgoParams

159. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

162. final val weightCol: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

163. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable