Packages

class H2OAutoMLRegressor extends H2OAutoML with H2ORegressor

Linear Supertypes
H2ORegressor, H2OAutoML, H2OAutoMLParams, HasMonotoneConstraints, H2OAutoMLStoppingCriteriaParams, H2OAutoMLInputParams, HasBlendingDataFrame, HasLeaderboardDataFrame, HasIgnoredCols, H2OAutoMLBuildModelsParams, H2OAutoMLBuildControlParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, 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. HasBlendingDataFrame
  9. HasLeaderboardDataFrame
  10. HasIgnoredCols
  11. H2OAutoMLBuildModelsParams
  12. H2OAutoMLBuildControlParams
  13. H2OAlgoParamsBase
  14. ParameterConstructorMethods
  15. H2OAlgorithmCommonParams
  16. H2OAlgorithmMOJOParams
  17. H2OCommonParams
  18. H2OBaseMOJOParams
  19. HasDataFrameSerializer
  20. DefaultParamsWritable
  21. MLWritable
  22. H2OAlgoCommonUtils
  23. H2OFrameLifecycle
  24. EstimatorCommonUtils
  25. RestCommunication
  26. RestEncodingUtils
  27. Logging
  28. Estimator
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. Any
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Visibility
  1. Public
  2. All

Instance Constructors

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

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

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 val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  24. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  25. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  26. 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
  27. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  28. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  29. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  31. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  32. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  34. val excludeAlgos: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  35. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  36. def explainParams(): String
    Definition Classes
    Params
  37. val exploitationRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  38. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  39. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  40. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  41. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  42. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  43. def fit(dataset: Dataset[_]): H2OMOJOModel
    Definition Classes
    H2OAutoML → Estimator
  44. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  45. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  46. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  47. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  48. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  49. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  50. def getAllModels(): Array[H2OMOJOModel]
    Definition Classes
    H2OAutoML
  51. def getBalanceClasses(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  52. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  53. def getBlendingDataFrame(): DataFrame
    Definition Classes
    HasBlendingDataFrame
  54. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  55. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OAutoMLBuildControlParams
  56. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  57. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  58. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  59. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  60. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  61. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  62. def getExcludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  63. def getExploitationRatio(): Double
    Definition Classes
    H2OAutoMLBuildModelsParams
  64. def getExportCheckpointsDir(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  65. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  66. def getFoldCol(): String
    Definition Classes
    H2OAutoMLInputParams
  67. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  68. def getIncludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  69. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  70. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  71. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  72. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  73. def getLabelCol(): String
    Definition Classes
    H2OAutoMLInputParams
  74. def getLeaderboard(extraColumns: Array[String]): DataFrame
    Definition Classes
    H2OAutoML
  75. def getLeaderboard(extraColumns: ArrayList[String]): DataFrame
    Definition Classes
    H2OAutoML
  76. def getLeaderboard(extraColumns: String*): DataFrame
    Definition Classes
    H2OAutoML
  77. def getLeaderboardDataFrame(): DataFrame
    Definition Classes
    HasLeaderboardDataFrame
  78. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OAutoMLBuildControlParams
  79. def getMaxModels(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  80. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  81. def getMaxRuntimeSecsPerModel(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  82. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  83. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  84. def getNfolds(): Int
    Definition Classes
    H2OAutoMLBuildControlParams
  85. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  86. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  87. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  88. def getProjectName(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  89. def getSeed(): Long
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  90. def getSortMetric(): String
    Definition Classes
    H2OAutoMLInputParams
  91. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  92. def getStoppingMetric(): String
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  93. def getStoppingRounds(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  94. def getStoppingTolerance(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  95. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  96. def getWeightCol(): String
    Definition Classes
    H2OAutoMLInputParams
  97. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  98. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  99. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  100. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  101. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  102. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  103. val includeAlgos: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  104. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  105. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  107. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  108. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  109. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  110. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  111. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  112. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  113. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  114. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  115. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  116. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  117. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  118. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  119. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  120. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  121. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  124. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  125. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  126. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  127. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  128. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  129. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  130. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  131. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  132. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  134. val maxModels: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  135. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  136. val maxRuntimeSecsPerModel: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  137. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  138. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  139. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  140. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  141. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  142. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  143. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  144. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  145. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  146. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  147. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  148. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  149. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  150. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  151. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  152. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  153. val projectName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  154. 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
  155. 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
  156. 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
  157. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  158. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  159. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  160. final def set(paramPair: ParamPair[_]): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  161. final def set(param: String, value: Any): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  162. final def set[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Definition Classes
    Params
  163. def setBalanceClasses(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  164. def setBlendingDataFrame(value: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    HasBlendingDataFrame
  165. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  166. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  167. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  168. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  169. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  170. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  171. def setDataFrameSerializer(fullClassName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OBaseMOJOParams
  172. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  173. final def setDefault[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  174. def setDetailedPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  175. def setExcludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  176. def setExploitationRatio(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  177. def setExportCheckpointsDir(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  178. def setFeaturesCol(first: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  179. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  180. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  181. def setFeaturesCols(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  182. def setFoldCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  183. def setIgnoredCols(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasIgnoredCols
  184. def setIncludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  185. def setKeepBinaryModels(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  186. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  187. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  188. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  189. def setLabelCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  190. def setLeaderboardDataFrame(value: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    HasLeaderboardDataFrame
  191. def setMaxAfterBalanceSize(value: Float): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  192. def setMaxModels(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  193. def setMaxRuntimeSecs(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  194. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  195. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasMonotoneConstraints
  196. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  197. def setNfolds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  198. def setPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  199. def setProjectName(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  200. def setSeed(value: Long): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  201. def setSortMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  202. def setSplitRatio(ratio: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  203. def setStoppingMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  204. def setStoppingRounds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  205. def setStoppingTolerance(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  206. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  207. def setWeightCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  208. def setWithContributions(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  209. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  210. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  211. def setWithStageResults(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  212. val sortMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  213. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  214. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  215. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  216. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  217. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  218. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  219. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  220. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  221. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  222. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  223. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  224. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  225. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  226. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  227. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  228. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  229. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()
  230. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  231. val uid: String
    Definition Classes
    H2OAutoMLRegressor → H2OAutoML → HasBlendingDataFrame → HasLeaderboardDataFrame → Identifiable
  232. 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
  233. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  234. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  235. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  236. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  237. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  238. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  239. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  240. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  241. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  242. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  243. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
    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 HasBlendingDataFrame

Inherited from HasLeaderboardDataFrame

Inherited from HasIgnoredCols

Inherited from H2OAutoMLBuildModelsParams

Inherited from H2OAutoMLBuildControlParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

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