t

ai.h2o.sparkling.ml.params

H2OStackedEnsembleParams

trait H2OStackedEnsembleParams extends H2OAlgoParamsBase with HasBlendingDataFrame with HasBaseAlgorithms

Linear Supertypes
HasBaseAlgorithms, HasBlendingDataFrame, HasDataFrameSerializer, Logging, Logging, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OStackedEnsemble
Ordering
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  2. By Inheritance
Inherited
  1. H2OStackedEnsembleParams
  2. HasBaseAlgorithms
  3. HasBlendingDataFrame
  4. HasDataFrameSerializer
  5. Logging
  6. Logging
  7. H2OAlgoParamsBase
  8. H2OFrameLifecycle
  9. ParameterConstructorMethods
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    HasBlendingDataFrame → 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 aucType: Param[String]
    Attributes
    protected
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. val categoricalEncoding: Param[String]
    Attributes
    protected
  9. val checkpoint: NullableStringParam
    Attributes
    protected
  10. final def clear(param: Param[_]): H2OStackedEnsembleParams.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  15. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. val customDistributionFunc: NullableStringParam
    Attributes
    protected
  18. val customMetricFunc: NullableStringParam
    Attributes
    protected
  19. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  20. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  21. val distribution: Param[String]
    Attributes
    protected
  22. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  23. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  24. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  25. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  26. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  27. def explainParams(): String
    Definition Classes
    Params
  28. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  29. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  30. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  31. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  32. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  33. val foldAssignment: Param[String]
    Attributes
    protected
  34. val foldCol: NullableStringParam
    Attributes
    protected
  35. val gainsliftBins: IntParam
    Attributes
    protected
  36. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  37. def getAucType(): String
  38. def getBaseAlgorithms(): Array[H2OAlgorithm[_ <: Parameters]]
    Definition Classes
    HasBaseAlgorithms
  39. def getBlendingDataFrame(): DataFrame
    Definition Classes
    HasBlendingDataFrame
  40. def getCategoricalEncoding(): String
  41. def getCheckpoint(): String
  42. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. def getCustomDistributionFunc(): String
  44. def getCustomMetricFunc(): String
  45. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  46. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  47. def getDistribution(): String
  48. def getExportCheckpointsDir(): String
  49. def getFoldAssignment(): String
  50. def getFoldCol(): String
  51. def getGainsliftBins(): Int
  52. def getHuberAlpha(): Double
  53. def getIgnoreConstCols(): Boolean
  54. def getIgnoredCols(): Array[String]
  55. def getKeepCrossValidationFoldAssignment(): Boolean
  56. def getKeepCrossValidationModels(): Boolean
  57. def getKeepCrossValidationPredictions(): Boolean
  58. def getKeepLeveloneFrame(): Boolean
  59. def getLabelCol(): String
  60. def getMaxCategoricalLevels(): Int
  61. def getMaxRuntimeSecs(): Double
  62. def getMetalearnerAlgorithm(): String
  63. def getMetalearnerFoldAssignment(): String
  64. def getMetalearnerFoldCol(): String
  65. def getMetalearnerNfolds(): Int
  66. def getMetalearnerParams(): String
  67. def getMetalearnerTransform(): String
  68. def getModelId(): String
  69. def getNfolds(): Int
  70. def getOffsetCol(): String
  71. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  72. def getParallelizeCrossValidation(): Boolean
  73. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  74. def getQuantileAlpha(): Double
  75. def getScoreEachIteration(): Boolean
  76. def getScoreTrainingSamples(): Long
  77. def getSeed(): Long
  78. def getStoppingMetric(): String
  79. def getStoppingRounds(): Int
  80. def getStoppingTolerance(): Double
  81. def getTweediePower(): Double
  82. def getWeightCol(): String
  83. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  84. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  85. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  86. val huberAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  87. val ignoreConstCols: BooleanParam
    Attributes
    protected
  88. val ignoredCols: NullableStringArrayParam
    Attributes
    protected
  89. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  90. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  92. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  93. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  94. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  95. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  96. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  97. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  98. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  99. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  100. val keepLeveloneFrame: BooleanParam
    Attributes
    protected
  101. val labelCol: NullableStringParam
    Attributes
    protected
  102. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  103. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  105. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  110. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  115. val maxCategoricalLevels: IntParam
    Attributes
    protected
  116. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  117. val metalearnerAlgorithm: Param[String]
    Attributes
    protected
  118. val metalearnerFoldAssignment: Param[String]
    Attributes
    protected
  119. val metalearnerFoldCol: NullableStringParam
    Attributes
    protected
  120. val metalearnerNfolds: IntParam
    Attributes
    protected
  121. val metalearnerParams: Param[String]
    Attributes
    protected
  122. val metalearnerTransform: Param[String]
    Attributes
    protected
  123. val modelId: NullableStringParam
    Attributes
    protected
  124. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  125. val nfolds: IntParam
    Attributes
    protected
  126. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  127. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  128. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  129. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  130. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  132. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  135. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  137. val offsetCol: NullableStringParam
    Attributes
    protected
  138. val parallelizeCrossValidation: BooleanParam
    Attributes
    protected
  139. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  140. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  141. val quantileAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  142. val scoreEachIteration: BooleanParam
    Attributes
    protected
  143. val scoreTrainingSamples: LongParam
    Attributes
    protected
  144. val seed: LongParam
    Attributes
    protected
  145. final def set(paramPair: ParamPair[_]): H2OStackedEnsembleParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  146. final def set(param: String, value: Any): H2OStackedEnsembleParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  147. final def set[T](param: Param[T], value: T): H2OStackedEnsembleParams.this.type
    Definition Classes
    Params
  148. def setAucType(value: String): H2OStackedEnsembleParams.this.type
  149. def setBaseAlgorithms(value: Array[H2OAlgorithm[_ <: Parameters]]): H2OStackedEnsembleParams.this.type
    Definition Classes
    HasBaseAlgorithms
  150. def setBlendingDataFrame(value: DataFrame): H2OStackedEnsembleParams.this.type
    Definition Classes
    HasBlendingDataFrame
  151. def setCategoricalEncoding(value: String): H2OStackedEnsembleParams.this.type
  152. def setCheckpoint(value: String): H2OStackedEnsembleParams.this.type
  153. def setCustomDistributionFunc(value: String): H2OStackedEnsembleParams.this.type
  154. def setCustomMetricFunc(value: String): H2OStackedEnsembleParams.this.type
  155. final def setDefault(paramPairs: ParamPair[_]*): H2OStackedEnsembleParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  156. final def setDefault[T](param: Param[T], value: T): H2OStackedEnsembleParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  157. def setDistribution(value: String): H2OStackedEnsembleParams.this.type
  158. def setExportCheckpointsDir(value: String): H2OStackedEnsembleParams.this.type
  159. def setFoldAssignment(value: String): H2OStackedEnsembleParams.this.type
  160. def setFoldCol(value: String): H2OStackedEnsembleParams.this.type
  161. def setGainsliftBins(value: Int): H2OStackedEnsembleParams.this.type
  162. def setHuberAlpha(value: Double): H2OStackedEnsembleParams.this.type
  163. def setIgnoreConstCols(value: Boolean): H2OStackedEnsembleParams.this.type
  164. def setIgnoredCols(value: Array[String]): H2OStackedEnsembleParams.this.type
  165. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OStackedEnsembleParams.this.type
  166. def setKeepCrossValidationModels(value: Boolean): H2OStackedEnsembleParams.this.type
  167. def setKeepCrossValidationPredictions(value: Boolean): H2OStackedEnsembleParams.this.type
  168. def setKeepLeveloneFrame(value: Boolean): H2OStackedEnsembleParams.this.type
  169. def setLabelCol(value: String): H2OStackedEnsembleParams.this.type
  170. def setMaxCategoricalLevels(value: Int): H2OStackedEnsembleParams.this.type
  171. def setMaxRuntimeSecs(value: Double): H2OStackedEnsembleParams.this.type
  172. def setMetalearnerAlgorithm(value: String): H2OStackedEnsembleParams.this.type
  173. def setMetalearnerFoldAssignment(value: String): H2OStackedEnsembleParams.this.type
  174. def setMetalearnerFoldCol(value: String): H2OStackedEnsembleParams.this.type
  175. def setMetalearnerNfolds(value: Int): H2OStackedEnsembleParams.this.type
  176. def setMetalearnerParams(value: String): H2OStackedEnsembleParams.this.type
  177. def setMetalearnerTransform(value: String): H2OStackedEnsembleParams.this.type
  178. def setModelId(value: String): H2OStackedEnsembleParams.this.type
  179. def setNfolds(value: Int): H2OStackedEnsembleParams.this.type
  180. def setOffsetCol(value: String): H2OStackedEnsembleParams.this.type
  181. def setParallelizeCrossValidation(value: Boolean): H2OStackedEnsembleParams.this.type
  182. def setQuantileAlpha(value: Double): H2OStackedEnsembleParams.this.type
  183. def setScoreEachIteration(value: Boolean): H2OStackedEnsembleParams.this.type
  184. def setScoreTrainingSamples(value: Long): H2OStackedEnsembleParams.this.type
  185. def setSeed(value: Long): H2OStackedEnsembleParams.this.type
  186. def setStoppingMetric(value: String): H2OStackedEnsembleParams.this.type
  187. def setStoppingRounds(value: Int): H2OStackedEnsembleParams.this.type
  188. def setStoppingTolerance(value: Double): H2OStackedEnsembleParams.this.type
  189. def setTweediePower(value: Double): H2OStackedEnsembleParams.this.type
  190. def setWeightCol(value: String): H2OStackedEnsembleParams.this.type
  191. val stoppingMetric: Param[String]
    Attributes
    protected
  192. val stoppingRounds: IntParam
    Attributes
    protected
  193. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  194. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  195. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  196. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  197. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  198. val tweediePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  199. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  200. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  201. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  202. val weightCol: NullableStringParam
    Attributes
    protected

Inherited from HasBaseAlgorithms

Inherited from HasBlendingDataFrame

Inherited from HasDataFrameSerializer

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped