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. val customDistributionFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  24. val customMetricFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  25. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  26. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  27. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  28. 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
  29. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  30. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  31. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  32. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  33. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  34. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  35. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  36. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  37. val excludeAlgos: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  38. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  39. def explainParams(): String
    Definition Classes
    Params
  40. val exploitationRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  41. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  42. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  43. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  44. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  45. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  46. def fit(dataset: Dataset[_]): H2OMOJOModel
    Definition Classes
    H2OAutoML → Estimator
  47. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  48. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  49. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  50. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  51. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  52. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  53. def getAllModels(): Array[H2OMOJOModel]
    Definition Classes
    H2OAutoML
  54. def getBalanceClasses(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  55. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  56. def getBlendingDataFrame(): DataFrame
    Definition Classes
    HasBlendingDataFrame
  57. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  58. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OAutoMLBuildControlParams
  59. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  60. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  61. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  62. def getCustomDistributionFunc(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  63. def getCustomMetricFunc(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  64. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  65. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  66. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  67. def getDistribution(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  68. def getExcludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  69. def getExploitationRatio(): Double
    Definition Classes
    H2OAutoMLBuildModelsParams
  70. def getExportCheckpointsDir(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  71. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  72. def getFoldCol(): String
    Definition Classes
    H2OAutoMLInputParams
  73. def getHuberAlpha(): Double
    Definition Classes
    H2OAutoMLBuildControlParams
  74. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  75. def getIncludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  76. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  77. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  78. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  79. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  80. def getLabelCol(): String
    Definition Classes
    H2OAutoMLInputParams
  81. def getLeaderboard(extraColumns: Array[String]): DataFrame
    Definition Classes
    H2OAutoML
  82. def getLeaderboard(extraColumns: ArrayList[String]): DataFrame
    Definition Classes
    H2OAutoML
  83. def getLeaderboard(extraColumns: String*): DataFrame
    Definition Classes
    H2OAutoML
  84. def getLeaderboardDataFrame(): DataFrame
    Definition Classes
    HasLeaderboardDataFrame
  85. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OAutoMLBuildControlParams
  86. def getMaxModels(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  87. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  88. def getMaxRuntimeSecsPerModel(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  89. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  90. def getNfolds(): Int
    Definition Classes
    H2OAutoMLBuildControlParams
  91. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  92. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  93. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  94. def getProjectName(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  95. def getQuantileAlpha(): Double
    Definition Classes
    H2OAutoMLBuildControlParams
  96. def getSeed(): Long
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  97. def getSortMetric(): String
    Definition Classes
    H2OAutoMLInputParams
  98. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  99. def getStoppingMetric(): String
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  100. def getStoppingRounds(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  101. def getStoppingTolerance(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  102. def getTweediePower(): Double
    Definition Classes
    H2OAutoMLBuildControlParams
  103. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  104. def getWeightCol(): String
    Definition Classes
    H2OAutoMLInputParams
  105. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  106. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  107. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  108. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  109. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  110. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  111. val huberAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  112. val includeAlgos: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  113. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  114. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  116. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  117. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  118. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  119. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  120. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  121. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  122. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  123. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  124. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  125. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  126. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  127. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  128. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  129. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  130. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  131. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  132. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  133. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  134. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  135. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  136. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  137. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  138. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  139. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  140. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  141. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  142. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  143. val maxModels: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  144. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  145. val maxRuntimeSecsPerModel: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  146. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  147. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  148. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  149. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  150. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  151. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  152. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  153. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  154. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  155. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  156. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  157. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  158. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  159. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  160. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  161. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  162. val projectName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  163. val quantileAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  164. 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
  165. 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
  166. 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
  167. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  168. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  169. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  170. final def set(paramPair: ParamPair[_]): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  171. final def set(param: String, value: Any): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  172. final def set[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Definition Classes
    Params
  173. def setBalanceClasses(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  174. def setBlendingDataFrame(value: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    HasBlendingDataFrame
  175. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  176. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  177. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  178. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  179. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  180. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  181. def setCustomDistributionFunc(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  182. def setCustomMetricFunc(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  183. def setDataFrameSerializer(fullClassName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OBaseMOJOParams
  184. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  185. final def setDefault[T](param: Param[T], value: T): H2OAutoMLRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  186. def setDetailedPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  187. def setDistribution(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  188. def setExcludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  189. def setExploitationRatio(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  190. def setExportCheckpointsDir(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  191. def setFeaturesCol(first: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  192. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  193. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  194. def setFeaturesCols(first: String, others: String*): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  195. def setFoldCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  196. def setHuberAlpha(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  197. def setIgnoredCols(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasIgnoredCols
  198. def setIncludeAlgos(value: Array[String]): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  199. def setKeepBinaryModels(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  200. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  201. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  202. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  203. def setLabelCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  204. def setLeaderboardDataFrame(value: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    HasLeaderboardDataFrame
  205. def setMaxAfterBalanceSize(value: Float): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  206. def setMaxModels(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  207. def setMaxRuntimeSecs(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  208. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  209. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLRegressor.this.type
    Definition Classes
    HasMonotoneConstraints
  210. def setNfolds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  211. def setPredictionCol(columnName: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  212. def setProjectName(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  213. def setQuantileAlpha(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  214. def setSeed(value: Long): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  215. def setSortMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  216. def setSplitRatio(ratio: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  217. def setStoppingMetric(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  218. def setStoppingRounds(value: Int): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  219. def setStoppingTolerance(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  220. def setTweediePower(value: Double): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  221. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OCommonParams
  222. def setWeightCol(value: String): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAutoMLInputParams
  223. def setWithContributions(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  224. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  225. def setWithStageResults(enabled: Boolean): H2OAutoMLRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  226. val sortMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  227. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  228. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  229. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  230. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  231. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  232. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  233. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  234. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  235. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  236. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  237. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  238. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  239. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  240. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  241. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  242. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  243. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()
  244. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  245. val tweediePower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  246. val uid: String
    Definition Classes
    H2OAutoMLRegressor → H2OAutoML → HasBlendingDataFrame → HasLeaderboardDataFrame → Identifiable
  247. 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
  248. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  249. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  250. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  251. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  252. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  253. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  254. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  255. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  256. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  257. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

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