t

ai.h2o.sparkling.ml.params

H2OAutoMLParams

trait H2OAutoMLParams extends H2OCommonParams with H2OAutoMLBuildControlParams with H2OAutoMLBuildModelsParams with H2OAutoMLInputParams with H2OAutoMLStoppingCriteriaParams with HasMonotoneConstraints

Linear Supertypes
HasMonotoneConstraints, H2OAutoMLStoppingCriteriaParams, H2OAutoMLInputParams, HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OAutoMLBuildModelsParams, H2OAutoMLBuildControlParams, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML, H2OAutoMLClassifier, H2OAutoMLRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OAutoMLParams
  2. HasMonotoneConstraints
  3. H2OAutoMLStoppingCriteriaParams
  4. H2OAutoMLInputParams
  5. HasIgnoredCols
  6. H2OAlgoCommonUtils
  7. EstimatorCommonUtils
  8. RestCommunication
  9. RestEncodingUtils
  10. H2OAutoMLBuildModelsParams
  11. H2OAutoMLBuildControlParams
  12. H2OCommonParams
  13. H2OAlgoParamsBase
  14. H2OFrameLifecycle
  15. ParameterConstructorMethods
  16. H2OBaseMOJOParams
  17. Logging
  18. Logging
  19. Params
  20. Serializable
  21. Serializable
  22. Identifiable
  23. AnyRef
  24. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete 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[_]): H2OAutoMLParams.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 copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  22. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  23. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  24. 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
  25. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  26. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  27. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  28. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  29. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  30. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  31. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  32. val excludeAlgos: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  33. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  34. def explainParams(): String
    Definition Classes
    Params
  35. val exploitationRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  36. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  37. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  38. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  39. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  40. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  41. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  42. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  43. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  44. def getBalanceClasses(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  45. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  46. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  47. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OAutoMLBuildControlParams
  48. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  49. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  50. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  51. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  52. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  53. def getExcludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  54. def getExploitationRatio(): Double
    Definition Classes
    H2OAutoMLBuildModelsParams
  55. def getExportCheckpointsDir(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  56. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  57. def getFoldCol(): String
    Definition Classes
    H2OAutoMLInputParams
  58. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  59. def getIncludeAlgos(): Array[String]
    Definition Classes
    H2OAutoMLBuildModelsParams
  60. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  61. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  62. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAutoMLBuildControlParams
  63. def getLabelCol(): String
    Definition Classes
    H2OAutoMLInputParams
  64. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OAutoMLBuildControlParams
  65. def getMaxModels(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  66. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  67. def getMaxRuntimeSecsPerModel(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  68. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  69. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  70. def getNfolds(): Int
    Definition Classes
    H2OAutoMLBuildControlParams
  71. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  72. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  73. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  74. def getProjectName(): String
    Definition Classes
    H2OAutoMLBuildControlParams
  75. def getSeed(): Long
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  76. def getSortMetric(): String
    Definition Classes
    H2OAutoMLInputParams
  77. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  78. def getStoppingMetric(): String
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  79. def getStoppingRounds(): Int
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  80. def getStoppingTolerance(): Double
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  81. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  82. def getWeightCol(): String
    Definition Classes
    H2OAutoMLInputParams
  83. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  84. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  85. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  86. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  87. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  88. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  89. val includeAlgos: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  90. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  91. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  93. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  94. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  95. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  96. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  97. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  98. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  99. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  100. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  101. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  102. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  103. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  104. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  105. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  106. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  113. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  118. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  119. val maxModels: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  120. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  121. val maxRuntimeSecsPerModel: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  122. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  123. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  124. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  125. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  126. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  127. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  128. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  129. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  130. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  132. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  135. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  137. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  138. val projectName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  139. 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
  140. 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
  141. 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
  142. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  143. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  144. final def set(paramPair: ParamPair[_]): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  145. final def set(param: String, value: Any): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  146. final def set[T](param: Param[T], value: T): H2OAutoMLParams.this.type
    Definition Classes
    Params
  147. def setBalanceClasses(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  148. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  149. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  150. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  151. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  152. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  153. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  154. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  155. final def setDefault[T](param: Param[T], value: T): H2OAutoMLParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  156. def setDetailedPredictionCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  157. def setExcludeAlgos(value: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  158. def setExploitationRatio(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  159. def setExportCheckpointsDir(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  160. def setFeaturesCol(first: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  161. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  162. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  163. def setFeaturesCols(first: String, others: String*): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  164. def setFoldCol(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLInputParams
  165. def setIgnoredCols(value: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    HasIgnoredCols
  166. def setIncludeAlgos(value: Array[String]): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildModelsParams
  167. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  168. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  169. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  170. def setLabelCol(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLInputParams
  171. def setMaxAfterBalanceSize(value: Float): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  172. def setMaxModels(value: Int): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  173. def setMaxRuntimeSecs(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  174. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  175. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLParams.this.type
    Definition Classes
    HasMonotoneConstraints
  176. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  177. def setNfolds(value: Int): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  178. def setPredictionCol(columnName: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  179. def setProjectName(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLBuildControlParams
  180. def setSeed(value: Long): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  181. def setSortMetric(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLInputParams
  182. def setSplitRatio(ratio: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  183. def setStoppingMetric(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  184. def setStoppingRounds(value: Int): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  185. def setStoppingTolerance(value: Double): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  186. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  187. def setWeightCol(value: String): H2OAutoMLParams.this.type
    Definition Classes
    H2OAutoMLInputParams
  188. def setWithContributions(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  189. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  190. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  191. def setWithStageResults(enabled: Boolean): H2OAutoMLParams.this.type
    Definition Classes
    H2OCommonParams
  192. val sortMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  193. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  194. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  195. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  196. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  197. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  198. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  199. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  200. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  201. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  202. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  203. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  204. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  205. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  206. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  207. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  208. 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
  209. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  210. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  211. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  212. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  213. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  214. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  215. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  216. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  217. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  218. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

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

    (Since version )

Inherited from HasMonotoneConstraints

Inherited from H2OAutoMLStoppingCriteriaParams

Inherited from H2OAutoMLInputParams

Inherited from HasIgnoredCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OAutoMLBuildModelsParams

Inherited from H2OAutoMLBuildControlParams

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped