Packages

class H2OAutoMLRegressor extends H2OAutoML with H2ORegressor

Linear Supertypes
H2ORegressor, H2OAutoML, H2OAutoMLParams, HasMonotoneConstraints, H2OAutoMLStoppingCriteriaParams, H2OAutoMLInputParams, HasIgnoredCols, H2OAutoMLBuildModelsParams, H2OAutoMLBuildControlParams, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, H2OFrameLifecycle, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. H2OAutoMLRegressor
  2. H2ORegressor
  3. H2OAutoML
  4. H2OAutoMLParams
  5. HasMonotoneConstraints
  6. H2OAutoMLStoppingCriteriaParams
  7. H2OAutoMLInputParams
  8. HasIgnoredCols
  9. H2OAutoMLBuildModelsParams
  10. H2OAutoMLBuildControlParams
  11. H2OCommonParams
  12. H2OAlgoParamsBase
  13. ParameterConstructorMethods
  14. H2OBaseMOJOParams
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OAlgoCommonUtils
  18. H2OFrameLifecycle
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. Logging
  23. Estimator
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OAutoMLRegressor()
  2. new H2OAutoMLRegressor(uid: String)

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. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  8. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  10. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  11. final def clear(param: Param[_]): H2OAutoMLRegressor.this.type
    Definition Classes
    Params
  12. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  13. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  14. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  15. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  17. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  18. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  19. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  20. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  21. def copy(extra: ParamMap): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoML → Estimator → PipelineStage → Params
  22. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  23. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  24. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  25. 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
  26. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  27. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  28. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  29. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  30. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  31. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  32. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  33. val excludeAlgos: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  34. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  35. def explainParams(): String
    Definition Classes
    Params
  36. val exploitationRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  37. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  38. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  39. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  40. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  41. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  42. def fit(dataset: Dataset[_]): H2OMOJOModel
    Definition Classes
    H2OAutoML → Estimator
  43. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  44. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  45. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  46. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  47. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  48. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getBalanceClasses(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  50. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  51. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  52. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OAutoMLBuildControlParams
  53. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  54. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  55. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  56. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  57. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  58. def getExcludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  59. def getExploitationRatio(): Double
    Definition Classes
    H2OAutoMLBuildModelsParams
  60. def getExportCheckpointsDir(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  61. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  62. def getFoldCol(): String
    Definition Classes
    H2OAutoMLInputParams
  63. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  64. def getIncludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  65. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  66. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  67. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  68. def getLabelCol(): String
    Definition Classes
    H2OAutoMLInputParams
  69. def getLeaderboard(extraColumns: Array[String]): DataFrame
    Definition Classes
    H2OAutoML
  70. def getLeaderboard(extraColumns: ArrayList[String]): DataFrame
    Definition Classes
    H2OAutoML
  71. def getLeaderboard(extraColumns: String*): DataFrame
    Definition Classes
    H2OAutoML
  72. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OAutoMLBuildControlParams
  73. def getMaxModels(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  74. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  75. def getMaxRuntimeSecsPerModel(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  76. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  77. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  78. def getNfolds(): Int
    Definition Classes
    H2OAutoMLBuildControlParams
  79. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  80. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  81. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  82. def getProjectName(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  83. def getSeed(): Long
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  84. def getSortMetric(): String
    Definition Classes
    H2OAutoMLInputParams
  85. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  86. def getStoppingMetric(): String
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  87. def getStoppingRounds(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  88. def getStoppingTolerance(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  89. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  90. def getWeightCol(): String
    Definition Classes
    H2OAutoMLInputParams
  91. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  92. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  93. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  94. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  95. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  96. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  97. val includeAlgos: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  98. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  99. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  101. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  102. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  103. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  104. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  105. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  106. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  107. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  108. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  109. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  110. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  111. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  112. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  113. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  114. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  119. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  120. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  121. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  124. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  125. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  126. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  127. val maxModels: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  128. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  129. val maxRuntimeSecsPerModel: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  130. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  131. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  132. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  133. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  134. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  135. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  137. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  138. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  139. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  140. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  141. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  142. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  143. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  144. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  145. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  146. val projectName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  147. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  148. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  149. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  150. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  151. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  152. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  153. final def set(paramPair: ParamPair[_]): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  154. final def set(param: String, value: Any): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  155. final def set[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Definition Classes
    Params
  156. def setBalanceClasses(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  157. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  158. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  159. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  160. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  161. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  162. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  163. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  164. final def setDefault[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  165. def setDetailedPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  166. def setExcludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  167. def setExploitationRatio(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  168. def setExportCheckpointsDir(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  169. def setFeaturesCol(first: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  170. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  171. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  172. def setFeaturesCols(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  173. def setFoldCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  174. def setIgnoredCols(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasIgnoredCols
  175. def setIncludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  176. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  177. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  178. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  179. def setLabelCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  180. def setMaxAfterBalanceSize(value: Float): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  181. def setMaxModels(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  182. def setMaxRuntimeSecs(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  183. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  184. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasMonotoneConstraints
  185. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  186. def setNfolds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  187. def setPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  188. def setProjectName(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  189. def setSeed(value: Long): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  190. def setSortMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  191. def setSplitRatio(ratio: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  192. def setStoppingMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  193. def setStoppingRounds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  194. def setStoppingTolerance(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  195. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  196. def setWeightCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  197. def setWithContributions(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  198. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  199. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  200. def setWithStageResults(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  201. val sortMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  202. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  203. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  204. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  205. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  206. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  207. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  208. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  209. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  210. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  211. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  212. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  213. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  214. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  215. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  216. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  217. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()
  218. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  219. val uid: String
    Definition Classes
    H2OAutoMLRegressor → H2OAutoML → Identifiable
  220. 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
  221. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  222. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  223. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  224. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  225. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  226. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  227. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  228. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  229. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  230. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  231. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2ORegressor

Inherited from H2OAutoML

Inherited from H2OAutoMLParams

Inherited from HasMonotoneConstraints

Inherited from H2OAutoMLStoppingCriteriaParams

Inherited from H2OAutoMLInputParams

Inherited from HasIgnoredCols

Inherited from H2OAutoMLBuildModelsParams

Inherited from H2OAutoMLBuildControlParams

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from H2OFrameLifecycle

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