Packages

class H2OGBMRegressor extends H2OGBM with H2ORegressor with DistributionForRegressionCheck

Linear Supertypes
DistributionForRegressionCheck, H2ORegressor, H2OGBM, DistributionBasedH2OTrainFramePreparation, H2OGBMParams, HasIgnoredCols, HasCalibrationDataFrame, HasMonotoneConstraints, H2OTreeBasedSupervisedAlgorithm[GBMParameters], H2OSupervisedAlgorithmWithFoldColumn[GBMParameters], H2OSupervisedAlgorithm[GBMParameters], H2OAlgorithm[GBMParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[GBMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGBMRegressor
  2. DistributionForRegressionCheck
  3. H2ORegressor
  4. H2OGBM
  5. DistributionBasedH2OTrainFramePreparation
  6. H2OGBMParams
  7. HasIgnoredCols
  8. HasCalibrationDataFrame
  9. HasMonotoneConstraints
  10. H2OTreeBasedSupervisedAlgorithm
  11. H2OSupervisedAlgorithmWithFoldColumn
  12. H2OSupervisedAlgorithm
  13. H2OAlgorithm
  14. H2OAlgorithmCommonParams
  15. H2OAlgorithmMOJOParams
  16. H2OEstimator
  17. DefaultParamsWritable
  18. MLWritable
  19. H2OTrainFramePreparation
  20. H2OAlgoCommonUtils
  21. EstimatorCommonUtils
  22. RestCommunication
  23. RestEncodingUtils
  24. Logging
  25. H2OCommonParams
  26. H2OBaseMOJOParams
  27. HasDataFrameSerializer
  28. H2OAlgoParamsBase
  29. H2OFrameLifecycle
  30. ParameterConstructorMethods
  31. Estimator
  32. PipelineStage
  33. Logging
  34. Params
  35. Serializable
  36. Serializable
  37. Identifiable
  38. AnyRef
  39. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGBMRegressor()
  2. new H2OGBMRegressor(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 aucType: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  7. val balanceClasses: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  8. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  9. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  10. val buildTreeOneNode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  11. val calibrateModel: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  12. val categoricalEncoding: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  13. val checkConstantResponse: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  14. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  15. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  16. final def clear(param: Param[_]): H2OGBMRegressor.this.type
    Definition Classes
    Params
  17. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  18. val colSampleRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  19. val colSampleRateChangePerLevel: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  20. val colSampleRatePerTree: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  21. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  22. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  25. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  26. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  28. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  29. def copy(extra: ParamMap): H2OGBMRegressor.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  30. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  31. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator
  32. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  33. val customDistributionFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  34. val customMetricFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  35. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  36. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  37. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  38. 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
  39. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  40. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  41. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  42. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  43. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  44. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  45. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  46. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  47. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  48. def explainParams(): String
    Definition Classes
    Params
  49. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  50. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  51. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  52. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  53. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  54. def fit(dataset: Dataset[_]): H2OGBMMOJOModel
    Definition Classes
    H2OGBM → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator
  55. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  56. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  57. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  58. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  59. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  60. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  61. val gainsliftBins: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  62. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  63. def getAucType(): String
    Definition Classes
    H2OGBMParams
  64. def getBalanceClasses(): Boolean
    Definition Classes
    H2OGBMParams
  65. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  66. def getBuildTreeOneNode(): Boolean
    Definition Classes
    H2OGBMParams
  67. def getCalibrateModel(): Boolean
    Definition Classes
    H2OGBMParams
  68. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  69. def getCategoricalEncoding(): String
    Definition Classes
    H2OGBMParams
  70. def getCheckConstantResponse(): Boolean
    Definition Classes
    H2OGBMParams
  71. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  72. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OGBMParams
  73. def getColSampleRate(): Double
    Definition Classes
    H2OGBMParams
  74. def getColSampleRateChangePerLevel(): Double
    Definition Classes
    H2OGBMParams
  75. def getColSampleRatePerTree(): Double
    Definition Classes
    H2OGBMParams
  76. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  77. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  78. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  79. def getCustomDistributionFunc(): String
    Definition Classes
    H2OGBMParams
  80. def getCustomMetricFunc(): String
    Definition Classes
    H2OGBMParams
  81. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  82. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  83. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  84. def getDistribution(): String
    Definition Classes
    H2OGBMParams
  85. def getExportCheckpointsDir(): String
    Definition Classes
    H2OGBMParams
  86. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  87. def getFoldAssignment(): String
    Definition Classes
    H2OGBMParams
  88. def getFoldCol(): String
    Definition Classes
    H2OGBMParams
  89. def getGainsliftBins(): Int
    Definition Classes
    H2OGBMParams
  90. def getHistogramType(): String
    Definition Classes
    H2OGBMParams
  91. def getHuberAlpha(): Double
    Definition Classes
    H2OGBMParams
  92. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OGBMParams
  93. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  94. def getInteractionConstraints(): Array[Array[String]]
    Definition Classes
    H2OGBMParams
  95. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  96. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OGBMParams
  97. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OGBMParams
  98. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OGBMParams
  99. def getLabelCol(): String
    Definition Classes
    H2OGBMParams
  100. def getLearnRate(): Double
    Definition Classes
    H2OGBMParams
  101. def getLearnRateAnnealing(): Double
    Definition Classes
    H2OGBMParams
  102. def getMaxAbsLeafnodePred(): Double
    Definition Classes
    H2OGBMParams
  103. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OGBMParams
  104. def getMaxConfusionMatrixSize(): Int
    Definition Classes
    H2OGBMParams
  105. def getMaxDepth(): Int
    Definition Classes
    H2OGBMParams
  106. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OGBMParams
  107. def getMinRows(): Double
    Definition Classes
    H2OGBMParams
  108. def getMinSplitImprovement(): Double
    Definition Classes
    H2OGBMParams
  109. def getModelId(): String
    Definition Classes
    H2OGBMParams
  110. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  111. def getNbins(): Int
    Definition Classes
    H2OGBMParams
  112. def getNbinsCats(): Int
    Definition Classes
    H2OGBMParams
  113. def getNbinsTopLevel(): Int
    Definition Classes
    H2OGBMParams
  114. def getNfolds(): Int
    Definition Classes
    H2OGBMParams
  115. def getNtrees(): Int
    Definition Classes
    H2OGBMParams
  116. def getOffsetCol(): String
    Definition Classes
    H2OGBMParams
  117. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  118. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  119. def getPredNoiseBandwidth(): Double
    Definition Classes
    H2OGBMParams
  120. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  121. def getQuantileAlpha(): Double
    Definition Classes
    H2OGBMParams
  122. def getSampleRate(): Double
    Definition Classes
    H2OGBMParams
  123. def getSampleRatePerClass(): Array[Double]
    Definition Classes
    H2OGBMParams
  124. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OGBMParams
  125. def getScoreTreeInterval(): Int
    Definition Classes
    H2OGBMParams
  126. def getSeed(): Long
    Definition Classes
    H2OGBMParams
  127. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  128. def getStoppingMetric(): String
    Definition Classes
    H2OGBMParams
  129. def getStoppingRounds(): Int
    Definition Classes
    H2OGBMParams
  130. def getStoppingTolerance(): Double
    Definition Classes
    H2OGBMParams
  131. def getTweediePower(): Double
    Definition Classes
    H2OGBMParams
  132. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  133. def getWeightCol(): String
    Definition Classes
    H2OGBMParams
  134. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  135. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  136. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  137. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  138. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  139. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  140. val histogramType: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  141. val huberAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  142. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  143. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  144. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  145. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  146. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  147. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  148. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  149. val interactionConstraints: NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  150. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  151. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  152. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  153. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  154. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  155. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  156. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  157. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  158. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  159. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  160. val learnRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  161. val learnRateAnnealing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  162. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  163. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  164. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  165. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  166. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  167. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  168. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  169. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  170. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  171. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  172. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  173. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  174. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  175. val maxAbsLeafnodePred: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  176. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  177. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  178. val maxDepth: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  179. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  180. val minRows: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  181. val minSplitImprovement: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  182. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  183. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  184. val nbins: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  185. val nbinsCats: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  186. val nbinsTopLevel: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  187. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  188. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  189. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  190. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  191. val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  192. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  193. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  194. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  195. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  196. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  197. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  198. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  199. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  200. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  201. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  202. def paramTag: ClassTag[GBMParameters]
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  203. var parameters: GBMParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  204. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  205. val predNoiseBandwidth: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  206. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  207. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  208. val quantileAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  209. 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
  210. 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
  211. 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
  212. val sampleRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  213. val sampleRatePerClass: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  214. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  215. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  216. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  217. val scoreTreeInterval: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  218. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  219. final def set(paramPair: ParamPair[_]): H2OGBMRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  220. final def set(param: String, value: Any): H2OGBMRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  221. final def set[T](param: Param[T], value: T): H2OGBMRegressor.this.type
    Definition Classes
    Params
  222. def setAucType(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  223. def setBalanceClasses(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  224. def setBuildTreeOneNode(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  225. def setCalibrateModel(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  226. def setCalibrationDataFrame(value: DataFrame): H2OGBMRegressor.this.type
    Definition Classes
    HasCalibrationDataFrame
  227. def setCategoricalEncoding(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  228. def setCheckConstantResponse(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  229. def setClassSamplingFactors(value: Array[Float]): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  230. def setColSampleRate(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  231. def setColSampleRateChangePerLevel(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  232. def setColSampleRatePerTree(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  233. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGBMRegressor.this.type
    Definition Classes
    H2OCommonParams
  234. def setColumnsToCategorical(columns: Array[String]): H2OGBMRegressor.this.type
    Definition Classes
    H2OCommonParams
  235. def setColumnsToCategorical(first: String, others: String*): H2OGBMRegressor.this.type
    Definition Classes
    H2OCommonParams
  236. def setConvertInvalidNumbersToNa(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OCommonParams
  237. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OCommonParams
  238. def setCustomDistributionFunc(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  239. def setCustomMetricFunc(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  240. def setDataFrameSerializer(fullClassName: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OBaseMOJOParams
  241. final def setDefault(paramPairs: ParamPair[_]*): H2OGBMRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  242. final def setDefault[T](param: Param[T], value: T): H2OGBMRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  243. def setDetailedPredictionCol(columnName: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  244. def setDistribution(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  245. def setExportCheckpointsDir(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  246. def setFeaturesCol(first: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  247. def setFeaturesCols(columnNames: ArrayList[String]): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  248. def setFeaturesCols(columnNames: Array[String]): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  249. def setFeaturesCols(first: String, others: String*): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  250. def setFoldAssignment(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  251. def setFoldCol(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  252. def setGainsliftBins(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  253. def setHistogramType(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  254. def setHuberAlpha(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  255. def setIgnoreConstCols(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  256. def setIgnoredCols(value: Array[String]): H2OGBMRegressor.this.type
    Definition Classes
    HasIgnoredCols
  257. def setInteractionConstraints(value: Array[Array[String]]): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  258. def setKeepBinaryModels(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OCommonParams
  259. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  260. def setKeepCrossValidationModels(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  261. def setKeepCrossValidationPredictions(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  262. def setLabelCol(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  263. def setLearnRate(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  264. def setLearnRateAnnealing(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  265. def setMaxAbsLeafnodePred(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  266. def setMaxAfterBalanceSize(value: Float): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  267. def setMaxConfusionMatrixSize(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  268. def setMaxDepth(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  269. def setMaxRuntimeSecs(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  270. def setMinRows(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  271. def setMinSplitImprovement(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  272. def setModelId(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  273. def setMonotoneConstraints(value: Map[String, Double]): H2OGBMRegressor.this.type
    Definition Classes
    HasMonotoneConstraints
  274. def setNamedMojoOutputColumns(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  275. def setNbins(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  276. def setNbinsCats(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  277. def setNbinsTopLevel(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  278. def setNfolds(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  279. def setNtrees(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  280. def setOffsetCol(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  281. def setPredNoiseBandwidth(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  282. def setPredictionCol(columnName: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  283. def setQuantileAlpha(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  284. def setSampleRate(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  285. def setSampleRatePerClass(value: Array[Double]): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  286. def setScoreEachIteration(value: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  287. def setScoreTreeInterval(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  288. def setSeed(value: Long): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  289. def setSplitRatio(ratio: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OCommonParams
  290. def setStoppingMetric(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  291. def setStoppingRounds(value: Int): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  292. def setStoppingTolerance(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  293. def setTweediePower(value: Double): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  294. def setValidationDataFrame(dataFrame: DataFrame): H2OGBMRegressor.this.type
    Definition Classes
    H2OCommonParams
  295. def setWeightCol(value: String): H2OGBMRegressor.this.type
    Definition Classes
    H2OGBMParams
  296. def setWithContributions(enabled: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  297. def setWithLeafNodeAssignments(enabled: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  298. def setWithStageResults(enabled: Boolean): H2OGBMRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  299. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  300. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  301. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  302. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  303. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  304. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  305. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  306. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  307. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  308. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  309. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  310. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  311. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  312. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  313. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  314. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  315. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  316. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  317. val tweediePower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  318. val uid: String
    Definition Classes
    H2OGBMRegressor → H2OGBM → Identifiable
  319. 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
  320. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  321. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  322. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  323. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  324. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGBMParams
  325. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  326. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  327. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  328. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  329. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionForRegressionCheck

Inherited from H2ORegressor

Inherited from H2OGBM

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2OGBMParams

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

Inherited from HasMonotoneConstraints

Inherited from H2OTreeBasedSupervisedAlgorithm[GBMParameters]

Inherited from H2OSupervisedAlgorithmWithFoldColumn[GBMParameters]

Inherited from H2OSupervisedAlgorithm[GBMParameters]

Inherited from H2OAlgorithm[GBMParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[GBMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

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