Packages

class H2OAutoMLRegressor extends H2OAutoML with H2ORegressor

Linear Supertypes
H2ORegressor, H2OAutoML, H2OAutoMLParams, HasMonotoneConstraints, H2OAutoMLStoppingCriteriaParams, H2OAutoMLInputParams, HasBlendingDataFrame, HasLeaderboardDataFrame, 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
Ordering
  1. Alphabetic
  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. H2OCommonParams
  14. H2OAlgoParamsBase
  15. ParameterConstructorMethods
  16. H2OBaseMOJOParams
  17. DefaultParamsWritable
  18. MLWritable
  19. H2OAlgoCommonUtils
  20. H2OFrameLifecycle
  21. EstimatorCommonUtils
  22. RestCommunication
  23. RestEncodingUtils
  24. Logging
  25. Estimator
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. 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 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 getAllModels(): Array[H2OMOJOModel]
    Definition Classes
    H2OAutoML
  50. def getBalanceClasses(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  51. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  52. def getBlendingDataFrame(): DataFrame
    Definition Classes
    HasBlendingDataFrame
  53. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  54. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OAutoMLBuildControlParams
  55. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  56. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  57. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  58. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  59. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  60. def getExcludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  61. def getExploitationRatio(): Double
    Definition Classes
    H2OAutoMLBuildModelsParams
  62. def getExportCheckpointsDir(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  63. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  64. def getFoldCol(): String
    Definition Classes
    H2OAutoMLInputParams
  65. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  66. def getIncludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  67. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  68. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  69. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  70. def getLabelCol(): String
    Definition Classes
    H2OAutoMLInputParams
  71. def getLeaderboard(extraColumns: Array[String]): DataFrame
    Definition Classes
    H2OAutoML
  72. def getLeaderboard(extraColumns: ArrayList[String]): DataFrame
    Definition Classes
    H2OAutoML
  73. def getLeaderboard(extraColumns: String*): DataFrame
    Definition Classes
    H2OAutoML
  74. def getLeaderboardDataFrame(): DataFrame
    Definition Classes
    HasLeaderboardDataFrame
  75. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OAutoMLBuildControlParams
  76. def getMaxModels(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  77. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  78. def getMaxRuntimeSecsPerModel(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  79. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  80. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  81. def getNfolds(): Int
    Definition Classes
    H2OAutoMLBuildControlParams
  82. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  83. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  84. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  85. def getProjectName(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  86. def getSeed(): Long
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  87. def getSortMetric(): String
    Definition Classes
    H2OAutoMLInputParams
  88. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  89. def getStoppingMetric(): String
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  90. def getStoppingRounds(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  91. def getStoppingTolerance(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  92. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  93. def getWeightCol(): String
    Definition Classes
    H2OAutoMLInputParams
  94. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  95. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  96. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  97. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  98. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  99. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  100. val includeAlgos: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  101. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  102. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  103. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  104. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  105. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  106. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  107. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  108. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  109. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  110. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  111. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  112. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  113. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  114. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  115. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  116. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  117. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  119. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  120. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  124. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  125. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  126. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  127. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  128. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  129. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  130. val maxModels: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  131. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  132. val maxRuntimeSecsPerModel: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  133. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  134. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  135. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  136. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  137. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  138. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  139. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  140. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  141. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  142. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  143. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  144. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  145. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  146. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  147. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  148. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  149. val projectName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  150. 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
  151. 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
  152. 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
  153. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  154. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  155. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  156. final def set(paramPair: ParamPair[_]): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  157. final def set(param: String, value: Any): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  158. final def set[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Definition Classes
    Params
  159. def setBalanceClasses(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  160. def setBlendingDataFrame(value: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    HasBlendingDataFrame
  161. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  162. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  163. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  164. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  165. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  166. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  167. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  168. final def setDefault[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  169. def setDetailedPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  170. def setExcludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  171. def setExploitationRatio(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  172. def setExportCheckpointsDir(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  173. def setFeaturesCol(first: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  174. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  175. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  176. def setFeaturesCols(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  177. def setFoldCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  178. def setIgnoredCols(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasIgnoredCols
  179. def setIncludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  180. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  181. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  182. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  183. def setLabelCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  184. def setLeaderboardDataFrame(value: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    HasLeaderboardDataFrame
  185. def setMaxAfterBalanceSize(value: Float): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  186. def setMaxModels(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  187. def setMaxRuntimeSecs(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  188. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  189. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasMonotoneConstraints
  190. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  191. def setNfolds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  192. def setPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  193. def setProjectName(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  194. def setSeed(value: Long): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  195. def setSortMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  196. def setSplitRatio(ratio: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  197. def setStoppingMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  198. def setStoppingRounds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  199. def setStoppingTolerance(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  200. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  201. def setWeightCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  202. def setWithContributions(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  203. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  204. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  205. def setWithStageResults(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  206. val sortMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  207. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  208. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  209. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  210. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  211. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  212. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  213. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  214. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  215. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  216. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  217. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  218. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  219. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  220. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  221. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  222. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()
  223. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  224. val uid: String
    Definition Classes
    H2OAutoMLRegressor → H2OAutoML → HasBlendingDataFrame → HasLeaderboardDataFrame → Identifiable
  225. 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
  226. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  227. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  228. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  229. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  230. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  231. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  232. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  233. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  234. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  235. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  236. 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 HasBlendingDataFrame

Inherited from HasLeaderboardDataFrame

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