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, DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, H2OFrameLifecycle, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  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. H2OAlgoParamsBase
  14. ParameterConstructorMethods
  15. H2OAlgorithmCommonParams
  16. H2OAlgorithmMOJOParams
  17. H2OCommonParams
  18. H2OBaseMOJOParams
  19. DefaultParamsWritable
  20. MLWritable
  21. H2OAlgoCommonUtils
  22. H2OFrameLifecycle
  23. EstimatorCommonUtils
  24. RestCommunication
  25. RestEncodingUtils
  26. Logging
  27. Estimator
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. 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
    H2OAlgorithmMOJOParams
  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
    H2OAlgorithmMOJOParams
  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: Seq[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
    H2OAlgorithmMOJOParams
  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
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  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 getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  68. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  69. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  70. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  71. def getLabelCol(): String
    Definition Classes
    H2OAutoMLInputParams
  72. def getLeaderboard(extraColumns: Array[String]): DataFrame
    Definition Classes
    H2OAutoML
  73. def getLeaderboard(extraColumns: ArrayList[String]): DataFrame
    Definition Classes
    H2OAutoML
  74. def getLeaderboard(extraColumns: String*): DataFrame
    Definition Classes
    H2OAutoML
  75. def getLeaderboardDataFrame(): DataFrame
    Definition Classes
    HasLeaderboardDataFrame
  76. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OAutoMLBuildControlParams
  77. def getMaxModels(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  78. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  79. def getMaxRuntimeSecsPerModel(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  80. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  81. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  82. def getNfolds(): Int
    Definition Classes
    H2OAutoMLBuildControlParams
  83. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  84. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  85. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  86. def getProjectName(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  87. def getSeed(): Long
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  88. def getSortMetric(): String
    Definition Classes
    H2OAutoMLInputParams
  89. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  90. def getStoppingMetric(): String
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  91. def getStoppingRounds(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  92. def getStoppingTolerance(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  93. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  94. def getWeightCol(): String
    Definition Classes
    H2OAutoMLInputParams
  95. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  96. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  97. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  98. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  99. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  100. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  101. val includeAlgos: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  102. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  103. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  105. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  106. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  107. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  108. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  109. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  110. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  111. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  112. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  113. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  114. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  115. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  116. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  117. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  118. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  119. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  120. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  124. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  125. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  126. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  127. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  128. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  129. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  130. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  132. val maxModels: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  133. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  134. val maxRuntimeSecsPerModel: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  135. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  136. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  137. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  138. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  139. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  140. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  141. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  142. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  143. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  144. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  145. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  146. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  147. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  148. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  149. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  150. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  151. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  152. val projectName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  153. 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
  154. 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
  155. 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
  156. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  157. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  158. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  159. final def set(paramPair: ParamPair[_]): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  160. final def set(param: String, value: Any): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  161. final def set[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Definition Classes
    Params
  162. def setBalanceClasses(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  163. def setBlendingDataFrame(value: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    HasBlendingDataFrame
  164. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  165. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  166. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  167. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  168. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  169. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  170. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  171. final def setDefault[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  172. def setDetailedPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  173. def setExcludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  174. def setExploitationRatio(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  175. def setExportCheckpointsDir(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  176. def setFeaturesCol(first: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  177. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  178. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  179. def setFeaturesCols(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  180. def setFoldCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  181. def setIgnoredCols(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasIgnoredCols
  182. def setIncludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  183. def setKeepBinaryModels(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  184. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  185. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  186. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  187. def setLabelCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  188. def setLeaderboardDataFrame(value: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    HasLeaderboardDataFrame
  189. def setMaxAfterBalanceSize(value: Float): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  190. def setMaxModels(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  191. def setMaxRuntimeSecs(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  192. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  193. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasMonotoneConstraints
  194. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  195. def setNfolds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  196. def setPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  197. def setProjectName(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  198. def setSeed(value: Long): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  199. def setSortMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  200. def setSplitRatio(ratio: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  201. def setStoppingMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  202. def setStoppingRounds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  203. def setStoppingTolerance(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  204. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  205. def setWeightCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  206. def setWithContributions(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  207. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  208. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  209. def setWithStageResults(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  210. val sortMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  211. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  212. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  213. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  214. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  215. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  216. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  217. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  218. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  219. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  220. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  221. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  222. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  223. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  224. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  225. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  226. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()
  227. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  228. val uid: String
    Definition Classes
    H2OAutoMLRegressor → H2OAutoML → HasBlendingDataFrame → HasLeaderboardDataFrame → Identifiable
  229. 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
  230. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  231. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  232. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  233. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  234. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  235. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  236. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  237. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  238. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  239. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  240. 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 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