Packages

class H2ODRFRegressor extends H2ODRF with H2ORegressor with DistributionForRegressionCheck

Linear Supertypes
DistributionForRegressionCheck, H2ORegressor, H2ODRF, DistributionBasedH2OTrainFramePreparation, H2ODRFParams, HasIgnoredCols, HasCalibrationDataFrame, H2OTreeBasedSupervisedAlgorithm[DRFParameters], H2OSupervisedAlgorithmWithFoldColumn[DRFParameters], H2OSupervisedAlgorithm[DRFParameters], H2OAlgorithm[DRFParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. H2ODRFRegressor
  2. DistributionForRegressionCheck
  3. H2ORegressor
  4. H2ODRF
  5. DistributionBasedH2OTrainFramePreparation
  6. H2ODRFParams
  7. HasIgnoredCols
  8. HasCalibrationDataFrame
  9. H2OTreeBasedSupervisedAlgorithm
  10. H2OSupervisedAlgorithmWithFoldColumn
  11. H2OSupervisedAlgorithm
  12. H2OAlgorithm
  13. DefaultParamsWritable
  14. MLWritable
  15. H2OTrainFramePreparation
  16. H2OAlgoCommonUtils
  17. EstimatorCommonUtils
  18. RestCommunication
  19. RestEncodingUtils
  20. H2OCommonParams
  21. H2OAlgoParamsBase
  22. H2OFrameLifecycle
  23. ParameterConstructorMethods
  24. H2OBaseMOJOParams
  25. Logging
  26. Estimator
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODRFRegressor()
  2. new H2ODRFRegressor(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
    H2ODRFParams
  7. val balanceClasses: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  8. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  9. val binomialDoubleTrees: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  10. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  11. val buildTreeOneNode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  12. val calibrateModel: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  13. val categoricalEncoding: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  14. val checkConstantResponse: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  16. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  17. final def clear(param: Param[_]): H2ODRFRegressor.this.type
    Definition Classes
    Params
  18. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  19. val colSampleRateChangePerLevel: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  20. val colSampleRatePerTree: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  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): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  30. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  31. val customMetricFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  32. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  33. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  34. 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
  35. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  36. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  37. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  38. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  39. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  40. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  41. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  42. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  43. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  44. def explainParams(): String
    Definition Classes
    Params
  45. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  46. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  47. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  48. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  49. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  50. def fit(dataset: Dataset[_]): H2ODRFMOJOModel
    Definition Classes
    H2ODRF → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator
  51. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  52. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  53. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  54. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  55. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  56. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  57. val gainsliftBins: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  58. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  59. def getAucType(): String
    Definition Classes
    H2ODRFParams
  60. def getBalanceClasses(): Boolean
    Definition Classes
    H2ODRFParams
  61. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  62. def getBinomialDoubleTrees(): Boolean
    Definition Classes
    H2ODRFParams
  63. def getBuildTreeOneNode(): Boolean
    Definition Classes
    H2ODRFParams
  64. def getCalibrateModel(): Boolean
    Definition Classes
    H2ODRFParams
  65. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  66. def getCategoricalEncoding(): String
    Definition Classes
    H2ODRFParams
  67. def getCheckConstantResponse(): Boolean
    Definition Classes
    H2ODRFParams
  68. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  69. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2ODRFParams
  70. def getColSampleRateChangePerLevel(): Double
    Definition Classes
    H2ODRFParams
  71. def getColSampleRatePerTree(): Double
    Definition Classes
    H2ODRFParams
  72. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  73. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  74. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  75. def getCustomMetricFunc(): String
    Definition Classes
    H2ODRFParams
  76. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  77. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  78. def getDistribution(): String
    Definition Classes
    H2ODRFParams
  79. def getExportCheckpointsDir(): String
    Definition Classes
    H2ODRFParams
  80. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  81. def getFoldAssignment(): String
    Definition Classes
    H2ODRFParams
  82. def getFoldCol(): String
    Definition Classes
    H2ODRFParams
  83. def getGainsliftBins(): Int
    Definition Classes
    H2ODRFParams
  84. def getHistogramType(): String
    Definition Classes
    H2ODRFParams
  85. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2ODRFParams
  86. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  87. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2ODRFParams
  88. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2ODRFParams
  89. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2ODRFParams
  90. def getLabelCol(): String
    Definition Classes
    H2ODRFParams
  91. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2ODRFParams
  92. def getMaxConfusionMatrixSize(): Int
    Definition Classes
    H2ODRFParams
  93. def getMaxDepth(): Int
    Definition Classes
    H2ODRFParams
  94. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2ODRFParams
  95. def getMinRows(): Double
    Definition Classes
    H2ODRFParams
  96. def getMinSplitImprovement(): Double
    Definition Classes
    H2ODRFParams
  97. def getModelId(): String
    Definition Classes
    H2ODRFParams
  98. def getMtries(): Int
    Definition Classes
    H2ODRFParams
  99. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  100. def getNbins(): Int
    Definition Classes
    H2ODRFParams
  101. def getNbinsCats(): Int
    Definition Classes
    H2ODRFParams
  102. def getNbinsTopLevel(): Int
    Definition Classes
    H2ODRFParams
  103. def getNfolds(): Int
    Definition Classes
    H2ODRFParams
  104. def getNtrees(): Int
    Definition Classes
    H2ODRFParams
  105. def getOffsetCol(): String
    Definition Classes
    H2ODRFParams
  106. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  107. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  108. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  109. def getSampleRate(): Double
    Definition Classes
    H2ODRFParams
  110. def getSampleRatePerClass(): Array[Double]
    Definition Classes
    H2ODRFParams
  111. def getScoreEachIteration(): Boolean
    Definition Classes
    H2ODRFParams
  112. def getScoreTreeInterval(): Int
    Definition Classes
    H2ODRFParams
  113. def getSeed(): Long
    Definition Classes
    H2ODRFParams
  114. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  115. def getStoppingMetric(): String
    Definition Classes
    H2ODRFParams
  116. def getStoppingRounds(): Int
    Definition Classes
    H2ODRFParams
  117. def getStoppingTolerance(): Double
    Definition Classes
    H2ODRFParams
  118. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  119. def getWeightCol(): String
    Definition Classes
    H2ODRFParams
  120. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  121. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  122. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  123. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  124. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  125. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  126. val histogramType: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  127. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  128. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  129. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  130. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  131. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  132. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  135. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  136. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  137. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  138. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  139. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  140. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  141. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  142. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  143. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  144. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  145. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  146. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  147. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  148. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  149. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  150. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  151. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  152. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  153. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  154. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  155. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  156. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  157. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  158. val maxDepth: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  159. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  160. val minRows: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  161. val minSplitImprovement: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  162. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  163. val mtries: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  164. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  165. val nbins: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  166. val nbinsCats: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  167. val nbinsTopLevel: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  168. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  169. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  170. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  171. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  172. val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  173. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  174. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  175. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  176. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  177. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  178. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  179. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  180. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  181. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  182. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  183. def paramTag: ClassTag[DRFParameters]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  184. var parameters: DRFParameters
    Attributes
    protected
    Definition Classes
    H2OAlgorithm
  185. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  186. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  187. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  188. 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
  189. 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
  190. 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
  191. val sampleRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  192. val sampleRatePerClass: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  193. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  194. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  195. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  196. val scoreTreeInterval: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  197. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  198. final def set(paramPair: ParamPair[_]): H2ODRFRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  199. final def set(param: String, value: Any): H2ODRFRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  200. final def set[T](param: Param[T], value: T): H2ODRFRegressor.this.type
    Definition Classes
    Params
  201. def setAucType(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  202. def setBalanceClasses(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  203. def setBinomialDoubleTrees(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  204. def setBuildTreeOneNode(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  205. def setCalibrateModel(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  206. def setCalibrationDataFrame(value: DataFrame): H2ODRFRegressor.this.type
    Definition Classes
    HasCalibrationDataFrame
  207. def setCategoricalEncoding(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  208. def setCheckConstantResponse(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  209. def setClassSamplingFactors(value: Array[Float]): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  210. def setColSampleRateChangePerLevel(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  211. def setColSampleRatePerTree(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  212. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  213. def setColumnsToCategorical(columns: Array[String]): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  214. def setColumnsToCategorical(first: String, others: String*): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  215. def setConvertInvalidNumbersToNa(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  216. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  217. def setCustomMetricFunc(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  218. final def setDefault(paramPairs: ParamPair[_]*): H2ODRFRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  219. final def setDefault[T](param: Param[T], value: T): H2ODRFRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  220. def setDetailedPredictionCol(columnName: String): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  221. def setDistribution(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  222. def setExportCheckpointsDir(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  223. def setFeaturesCol(first: String): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  224. def setFeaturesCols(columnNames: ArrayList[String]): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  225. def setFeaturesCols(columnNames: Array[String]): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  226. def setFeaturesCols(first: String, others: String*): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  227. def setFoldAssignment(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  228. def setFoldCol(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  229. def setGainsliftBins(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  230. def setHistogramType(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  231. def setIgnoreConstCols(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  232. def setIgnoredCols(value: Array[String]): H2ODRFRegressor.this.type
    Definition Classes
    HasIgnoredCols
  233. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  234. def setKeepCrossValidationModels(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  235. def setKeepCrossValidationPredictions(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  236. def setLabelCol(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  237. def setMaxAfterBalanceSize(value: Float): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  238. def setMaxConfusionMatrixSize(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  239. def setMaxDepth(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  240. def setMaxRuntimeSecs(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  241. def setMinRows(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  242. def setMinSplitImprovement(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  243. def setModelId(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  244. def setMtries(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  245. def setNamedMojoOutputColumns(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  246. def setNbins(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  247. def setNbinsCats(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  248. def setNbinsTopLevel(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  249. def setNfolds(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  250. def setNtrees(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  251. def setOffsetCol(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  252. def setPredictionCol(columnName: String): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  253. def setSampleRate(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  254. def setSampleRatePerClass(value: Array[Double]): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  255. def setScoreEachIteration(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  256. def setScoreTreeInterval(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  257. def setSeed(value: Long): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  258. def setSplitRatio(ratio: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  259. def setStoppingMetric(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  260. def setStoppingRounds(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  261. def setStoppingTolerance(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  262. def setValidationDataFrame(dataFrame: DataFrame): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  263. def setWeightCol(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  264. def setWithContributions(enabled: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  265. def setWithDetailedPredictionCol(enabled: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  266. def setWithLeafNodeAssignments(enabled: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  267. def setWithStageResults(enabled: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  268. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  269. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  270. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  271. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  272. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  273. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  274. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  275. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  276. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  277. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  278. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  279. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  280. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  281. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  282. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  283. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  284. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  285. val uid: String
    Definition Classes
    H2ODRFRegressor → H2ODRF → Identifiable
  286. 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
  287. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  288. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  289. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  290. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  291. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  292. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  293. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  294. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  295. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  296. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  297. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

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

    (Since version )

Inherited from DistributionForRegressionCheck

Inherited from H2ORegressor

Inherited from H2ODRF

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2ODRFParams

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

Inherited from H2OTreeBasedSupervisedAlgorithm[DRFParameters]

Inherited from H2OSupervisedAlgorithmWithFoldColumn[DRFParameters]

Inherited from H2OSupervisedAlgorithm[DRFParameters]

Inherited from H2OAlgorithm[DRFParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

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