t

ai.h2o.sparkling.ml.params

H2OAutoMLParams

trait H2OAutoMLParams extends H2OAlgorithmCommonParams with H2OAutoMLBuildControlParams with H2OAutoMLBuildModelsParams with H2OAutoMLInputParams with H2OAutoMLStoppingCriteriaParams with HasMonotoneConstraints

Linear Supertypes
HasMonotoneConstraints, H2OAutoMLStoppingCriteriaParams, H2OAutoMLInputParams, HasBlendingDataFrame, HasLeaderboardDataFrame, HasIgnoredCols, H2OAutoMLBuildModelsParams, H2OAutoMLBuildControlParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, Logging, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML, H2OAutoMLClassifier, H2OAutoMLRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OAutoMLParams
  2. HasMonotoneConstraints
  3. H2OAutoMLStoppingCriteriaParams
  4. H2OAutoMLInputParams
  5. HasBlendingDataFrame
  6. HasLeaderboardDataFrame
  7. HasIgnoredCols
  8. H2OAutoMLBuildModelsParams
  9. H2OAutoMLBuildControlParams
  10. H2OAlgoParamsBase
  11. H2OFrameLifecycle
  12. ParameterConstructorMethods
  13. H2OAlgorithmCommonParams
  14. H2OAlgorithmMOJOParams
  15. Logging
  16. Logging
  17. H2OCommonParams
  18. H2OBaseMOJOParams
  19. HasDataFrameSerializer
  20. Params
  21. Serializable
  22. Serializable
  23. Identifiable
  24. AnyRef
  25. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    HasBlendingDataFrame → Identifiable

Concrete 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. val balanceClasses: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  9. final def clear(param: Param[_]): H2OAutoMLParams.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. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  15. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  17. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  18. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  19. val customDistributionFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  20. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  21. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  22. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  23. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  24. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  25. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  26. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  27. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  28. val excludeAlgos: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  29. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  30. def explainParams(): String
    Definition Classes
    Params
  31. val exploitationRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  32. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  33. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  34. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  35. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  36. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  37. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  38. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  39. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  40. def getBalanceClasses(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  41. def getBlendingDataFrame(): DataFrame
    Definition Classes
    HasBlendingDataFrame
  42. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OAutoMLBuildControlParams
  44. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  45. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  46. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  47. def getCustomDistributionFunc(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  48. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  49. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  50. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  51. def getDistribution(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  52. def getExcludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  53. def getExploitationRatio(): Double
    Definition Classes
    H2OAutoMLBuildModelsParams
  54. def getExportCheckpointsDir(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  55. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  56. def getFoldCol(): String
    Definition Classes
    H2OAutoMLInputParams
  57. def getHuberAlpha(): Double
    Definition Classes
    H2OAutoMLBuildControlParams
  58. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  59. def getIncludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  60. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  61. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  62. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  63. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  64. def getLabelCol(): String
    Definition Classes
    H2OAutoMLInputParams
  65. def getLeaderboardDataFrame(): DataFrame
    Definition Classes
    HasLeaderboardDataFrame
  66. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OAutoMLBuildControlParams
  67. def getMaxModels(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  68. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  69. def getMaxRuntimeSecsPerModel(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  70. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  71. def getNfolds(): Int
    Definition Classes
    H2OAutoMLBuildControlParams
  72. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  73. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  74. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  75. def getProjectName(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  76. def getQuantileAlpha(): Double
    Definition Classes
    H2OAutoMLBuildControlParams
  77. def getSeed(): Long
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  78. def getSortMetric(): String
    Definition Classes
    H2OAutoMLInputParams
  79. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  80. def getStoppingMetric(): String
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  81. def getStoppingRounds(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  82. def getStoppingTolerance(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  83. def getTweediePower(): Double
    Definition Classes
    H2OAutoMLBuildControlParams
  84. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  85. def getWeightCol(): String
    Definition Classes
    H2OAutoMLInputParams
  86. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  87. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  88. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  89. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  90. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  91. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  92. val huberAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  93. val includeAlgos: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  94. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  95. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  96. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  97. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  98. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  99. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  100. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  101. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  102. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  103. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  104. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  105. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  106. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  107. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  108. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  115. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  119. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  120. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  121. val maxModels: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  122. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  123. val maxRuntimeSecsPerModel: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  124. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  125. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  126. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  127. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  128. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  129. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  130. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  132. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  135. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  137. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  138. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  139. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  140. val projectName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  141. val quantileAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  142. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  143. final def set(paramPair: ParamPair[_]): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  144. final def set(param: String, value: Any): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  145. final def set[T](param: Param[T], value: T): H2OAutoMLParams.this.type
    Definition Classes
    Params
  146. def setBalanceClasses(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  147. def setBlendingDataFrame(value: DataFrame): H2OAutoMLParams.this.type
    Definition Classes
    HasBlendingDataFrame
  148. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  149. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  150. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  151. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  152. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  153. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  154. def setCustomDistributionFunc(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  155. def setDataFrameSerializer(fullClassName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OBaseMOJOParams
  156. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  157. final def setDefault[T](param: Param[T], value: T): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  158. def setDetailedPredictionCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  159. def setDistribution(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  160. def setExcludeAlgos(value: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  161. def setExploitationRatio(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  162. def setExportCheckpointsDir(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  163. def setFeaturesCol(first: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  164. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  165. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  166. def setFeaturesCols(first: String, others: String*): H2OAutoMLParams.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  167. def setFoldCol(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLInputParams
  168. def setHuberAlpha(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  169. def setIgnoredCols(value: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    HasIgnoredCols
  170. def setIncludeAlgos(value: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  171. def setKeepBinaryModels(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  172. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  173. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  174. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  175. def setLabelCol(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLInputParams
  176. def setLeaderboardDataFrame(value: DataFrame): H2OAutoMLParams.this.type
    Definition Classes
    HasLeaderboardDataFrame
  177. def setMaxAfterBalanceSize(value: Float): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  178. def setMaxModels(value: Int): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  179. def setMaxRuntimeSecs(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  180. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  181. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLParams.this.type
    Definition Classes
    HasMonotoneConstraints
  182. def setNfolds(value: Int): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  183. def setPredictionCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  184. def setProjectName(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  185. def setQuantileAlpha(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  186. def setSeed(value: Long): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  187. def setSortMetric(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLInputParams
  188. def setSplitRatio(ratio: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  189. def setStoppingMetric(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  190. def setStoppingRounds(value: Int): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  191. def setStoppingTolerance(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  192. def setTweediePower(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  193. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  194. def setWeightCol(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLInputParams
  195. def setWithContributions(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  196. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  197. def setWithStageResults(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  198. val sortMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  199. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  200. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  201. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  202. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  203. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  204. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  205. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  206. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  207. val tweediePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  208. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  209. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  210. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  211. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  212. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  213. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  214. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  215. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

Inherited from HasMonotoneConstraints

Inherited from H2OAutoMLStoppingCriteriaParams

Inherited from H2OAutoMLInputParams

Inherited from HasBlendingDataFrame

Inherited from HasLeaderboardDataFrame

Inherited from HasIgnoredCols

Inherited from H2OAutoMLBuildModelsParams

Inherited from H2OAutoMLBuildControlParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from Logging

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped