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], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[DRFParameters], 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. H2ODRFRegressor
  2. DistributionForRegressionCheck
  3. H2ORegressor
  4. H2ODRF
  5. DistributionBasedH2OTrainFramePreparation
  6. H2ODRFParams
  7. HasIgnoredCols
  8. HasCalibrationDataFrame
  9. H2OTreeBasedSupervisedAlgorithm
  10. H2OSupervisedAlgorithmWithFoldColumn
  11. H2OSupervisedAlgorithm
  12. H2OAlgorithm
  13. H2OAlgorithmCommonParams
  14. H2OAlgorithmMOJOParams
  15. H2OEstimator
  16. DefaultParamsWritable
  17. MLWritable
  18. H2OTrainFramePreparation
  19. H2OAlgoCommonUtils
  20. EstimatorCommonUtils
  21. RestCommunication
  22. RestEncodingUtils
  23. Logging
  24. H2OCommonParams
  25. H2OBaseMOJOParams
  26. HasDataFrameSerializer
  27. H2OAlgoParamsBase
  28. H2OFrameLifecycle
  29. ParameterConstructorMethods
  30. Estimator
  31. PipelineStage
  32. Logging
  33. Params
  34. Serializable
  35. Serializable
  36. Identifiable
  37. AnyRef
  38. 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
    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 customMetricFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  34. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  35. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  36. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  37. 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
  38. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  39. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  40. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  41. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  42. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  43. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  44. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  45. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  46. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  47. def explainParams(): String
    Definition Classes
    Params
  48. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  49. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  50. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  51. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  52. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  53. def fit(dataset: Dataset[_]): H2ODRFMOJOModel
    Definition Classes
    H2ODRF → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator
  54. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  55. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  56. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  57. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  58. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  59. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  60. val gainsliftBins: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  61. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  62. def getAucType(): String
    Definition Classes
    H2ODRFParams
  63. def getBalanceClasses(): Boolean
    Definition Classes
    H2ODRFParams
  64. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  65. def getBinomialDoubleTrees(): Boolean
    Definition Classes
    H2ODRFParams
  66. def getBuildTreeOneNode(): Boolean
    Definition Classes
    H2ODRFParams
  67. def getCalibrateModel(): Boolean
    Definition Classes
    H2ODRFParams
  68. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  69. def getCategoricalEncoding(): String
    Definition Classes
    H2ODRFParams
  70. def getCheckConstantResponse(): Boolean
    Definition Classes
    H2ODRFParams
  71. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  72. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2ODRFParams
  73. def getColSampleRateChangePerLevel(): Double
    Definition Classes
    H2ODRFParams
  74. def getColSampleRatePerTree(): Double
    Definition Classes
    H2ODRFParams
  75. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  76. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  77. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  78. def getCustomMetricFunc(): String
    Definition Classes
    H2ODRFParams
  79. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  80. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  81. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  82. def getDistribution(): String
    Definition Classes
    H2ODRFParams
  83. def getExportCheckpointsDir(): String
    Definition Classes
    H2ODRFParams
  84. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  85. def getFoldAssignment(): String
    Definition Classes
    H2ODRFParams
  86. def getFoldCol(): String
    Definition Classes
    H2ODRFParams
  87. def getGainsliftBins(): Int
    Definition Classes
    H2ODRFParams
  88. def getHistogramType(): String
    Definition Classes
    H2ODRFParams
  89. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2ODRFParams
  90. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  91. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  92. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2ODRFParams
  93. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2ODRFParams
  94. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2ODRFParams
  95. def getLabelCol(): String
    Definition Classes
    H2ODRFParams
  96. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2ODRFParams
  97. def getMaxConfusionMatrixSize(): Int
    Definition Classes
    H2ODRFParams
  98. def getMaxDepth(): Int
    Definition Classes
    H2ODRFParams
  99. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2ODRFParams
  100. def getMinRows(): Double
    Definition Classes
    H2ODRFParams
  101. def getMinSplitImprovement(): Double
    Definition Classes
    H2ODRFParams
  102. def getModelId(): String
    Definition Classes
    H2ODRFParams
  103. def getMtries(): Int
    Definition Classes
    H2ODRFParams
  104. def getNbins(): Int
    Definition Classes
    H2ODRFParams
  105. def getNbinsCats(): Int
    Definition Classes
    H2ODRFParams
  106. def getNbinsTopLevel(): Int
    Definition Classes
    H2ODRFParams
  107. def getNfolds(): Int
    Definition Classes
    H2ODRFParams
  108. def getNtrees(): Int
    Definition Classes
    H2ODRFParams
  109. def getOffsetCol(): String
    Definition Classes
    H2ODRFParams
  110. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  111. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  112. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  113. def getSampleRate(): Double
    Definition Classes
    H2ODRFParams
  114. def getSampleRatePerClass(): Array[Double]
    Definition Classes
    H2ODRFParams
  115. def getScoreEachIteration(): Boolean
    Definition Classes
    H2ODRFParams
  116. def getScoreTreeInterval(): Int
    Definition Classes
    H2ODRFParams
  117. def getSeed(): Long
    Definition Classes
    H2ODRFParams
  118. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  119. def getStoppingMetric(): String
    Definition Classes
    H2ODRFParams
  120. def getStoppingRounds(): Int
    Definition Classes
    H2ODRFParams
  121. def getStoppingTolerance(): Double
    Definition Classes
    H2ODRFParams
  122. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  123. def getWeightCol(): String
    Definition Classes
    H2ODRFParams
  124. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  125. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  126. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  127. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  128. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  129. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  130. val histogramType: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  131. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  132. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  133. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  134. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  135. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  136. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  137. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  138. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  139. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  140. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  141. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  142. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  143. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  144. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  145. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  146. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  147. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  148. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  149. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  150. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  151. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  152. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  153. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  154. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  155. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  156. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  157. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  158. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  159. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  160. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  161. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  162. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  163. val maxDepth: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  164. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  165. val minRows: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  166. val minSplitImprovement: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  167. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  168. val mtries: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  169. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  170. val nbins: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  171. val nbinsCats: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  172. val nbinsTopLevel: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  173. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  174. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  175. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  176. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  177. val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  178. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  179. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  180. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  181. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  182. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  183. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  184. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  185. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  186. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  187. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  188. def paramTag: ClassTag[DRFParameters]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  189. var parameters: DRFParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  190. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  191. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  192. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  193. 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
  194. 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
  195. 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
  196. val sampleRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  197. val sampleRatePerClass: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  198. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  199. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  200. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  201. val scoreTreeInterval: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  202. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  203. final def set(paramPair: ParamPair[_]): H2ODRFRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  204. final def set(param: String, value: Any): H2ODRFRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  205. final def set[T](param: Param[T], value: T): H2ODRFRegressor.this.type
    Definition Classes
    Params
  206. def setAucType(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  207. def setBalanceClasses(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  208. def setBinomialDoubleTrees(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  209. def setBuildTreeOneNode(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  210. def setCalibrateModel(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  211. def setCalibrationDataFrame(value: DataFrame): H2ODRFRegressor.this.type
    Definition Classes
    HasCalibrationDataFrame
  212. def setCategoricalEncoding(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  213. def setCheckConstantResponse(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  214. def setClassSamplingFactors(value: Array[Float]): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  215. def setColSampleRateChangePerLevel(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  216. def setColSampleRatePerTree(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  217. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  218. def setColumnsToCategorical(columns: Array[String]): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  219. def setColumnsToCategorical(first: String, others: String*): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  220. def setConvertInvalidNumbersToNa(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  221. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  222. def setCustomMetricFunc(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  223. def setDataFrameSerializer(fullClassName: String): H2ODRFRegressor.this.type
    Definition Classes
    H2OBaseMOJOParams
  224. final def setDefault(paramPairs: ParamPair[_]*): H2ODRFRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  225. final def setDefault[T](param: Param[T], value: T): H2ODRFRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  226. def setDetailedPredictionCol(columnName: String): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  227. def setDistribution(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  228. def setExportCheckpointsDir(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  229. def setFeaturesCol(first: String): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  230. def setFeaturesCols(columnNames: ArrayList[String]): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  231. def setFeaturesCols(columnNames: Array[String]): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  232. def setFeaturesCols(first: String, others: String*): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  233. def setFoldAssignment(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  234. def setFoldCol(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  235. def setGainsliftBins(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  236. def setHistogramType(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  237. def setIgnoreConstCols(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  238. def setIgnoredCols(value: Array[String]): H2ODRFRegressor.this.type
    Definition Classes
    HasIgnoredCols
  239. def setKeepBinaryModels(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  240. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  241. def setKeepCrossValidationModels(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  242. def setKeepCrossValidationPredictions(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  243. def setLabelCol(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  244. def setMaxAfterBalanceSize(value: Float): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  245. def setMaxConfusionMatrixSize(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  246. def setMaxDepth(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  247. def setMaxRuntimeSecs(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  248. def setMinRows(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  249. def setMinSplitImprovement(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  250. def setModelId(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  251. def setMtries(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  252. def setNamedMojoOutputColumns(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  253. def setNbins(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  254. def setNbinsCats(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  255. def setNbinsTopLevel(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  256. def setNfolds(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  257. def setNtrees(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  258. def setOffsetCol(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  259. def setPredictionCol(columnName: String): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  260. def setSampleRate(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  261. def setSampleRatePerClass(value: Array[Double]): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  262. def setScoreEachIteration(value: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  263. def setScoreTreeInterval(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  264. def setSeed(value: Long): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  265. def setSplitRatio(ratio: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  266. def setStoppingMetric(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  267. def setStoppingRounds(value: Int): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  268. def setStoppingTolerance(value: Double): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  269. def setValidationDataFrame(dataFrame: DataFrame): H2ODRFRegressor.this.type
    Definition Classes
    H2OCommonParams
  270. def setWeightCol(value: String): H2ODRFRegressor.this.type
    Definition Classes
    H2ODRFParams
  271. def setWithContributions(enabled: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  272. def setWithLeafNodeAssignments(enabled: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  273. def setWithStageResults(enabled: Boolean): H2ODRFRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  274. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  275. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  276. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  277. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  278. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  279. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  280. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  281. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  282. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  283. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  284. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  285. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  286. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  287. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  288. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  289. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  290. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  291. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  292. val uid: String
    Definition Classes
    H2ODRFRegressor → H2ODRF → Identifiable
  293. 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
  294. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  295. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  296. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  297. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  298. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  299. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  300. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  301. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  302. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  303. 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 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 H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[DRFParameters]

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