Packages

class H2ODRF extends H2OTreeBasedSupervisedAlgorithm[DRFParameters] with H2ODRFParams

H2O DRF algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2ODRFParams, H2OAlgoSharedTreeParams[DRFParameters], HasStoppingCriteria[DRFParameters], H2OTreeBasedSupervisedAlgorithm[DRFParameters], H2OTreeBasedSupervisedMOJOParams, H2OSupervisedAlgorithm[DRFParameters], H2OAlgoSupervisedParams[DRFParameters], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[DRFParameters], H2OAlgoCommonParams[DRFParameters], H2OCommonParams, H2OMOJOAlgoSharedParams, H2OAlgoParamsHelper[DRFParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2ODRF
  2. H2ODRFParams
  3. H2OAlgoSharedTreeParams
  4. HasStoppingCriteria
  5. H2OTreeBasedSupervisedAlgorithm
  6. H2OTreeBasedSupervisedMOJOParams
  7. H2OSupervisedAlgorithm
  8. H2OAlgoSupervisedParams
  9. H2OCommonSupervisedParams
  10. H2OSupervisedMOJOParams
  11. H2OAlgorithm
  12. H2OAlgoCommonParams
  13. H2OCommonParams
  14. H2OMOJOAlgoSharedParams
  15. H2OAlgoParamsHelper
  16. DefaultParamsWritable
  17. MLWritable
  18. H2OAlgoCommonUtils
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. Logging
  23. Estimator
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODRF()
  2. new H2ODRF(uid: String)

Type Members

  1. type H2O_SCHEMA = DRFParametersV3
    Definition Classes
    H2ODRFParams → H2OAlgoParamsHelper

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. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. final val buildTreeOneNode: BooleanParam
    Definition Classes
    H2OAlgoSharedTreeParams
  9. def checkResponseCode(connection: HttpURLConnection): Unit
    Definition Classes
    RestCommunication
  10. final def clear(param: Param[_]): H2ODRF.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. final val colSampleRateChangePerLevel: DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  13. final val colSampleRatePerTree: DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  14. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  15. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  16. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  17. def copy(extra: ParamMap): H2ODRF.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  18. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  19. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  20. 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
  21. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  22. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  23. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  24. def doubleParam(name: String, doc: Option[String] = None): DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  25. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  26. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  27. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  28. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  29. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  30. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  31. def explainParams(): String
    Definition Classes
    Params
  32. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  33. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  34. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  35. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  36. def fit(dataset: Dataset[_]): H2OTreeBasedSupervisedMOJOModel
    Definition Classes
    H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator
  37. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  38. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  39. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  40. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  41. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  42. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  43. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  44. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  45. def getBinomialDoubleTrees(): Boolean
    Definition Classes
    H2ODRFParams
  46. def getBuildTreeOneNode(): Boolean
    Definition Classes
    H2OAlgoSharedTreeParams
  47. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  48. def getColSampleRateChangePerLevel(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  49. def getColSampleRatePerTree(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  50. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  51. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  53. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  54. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  55. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  56. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  57. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  58. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  59. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  60. def getGainsliftBins(): Int
    Definition Classes
    H2ODRFParams
  61. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  62. def getHistogramType(): String
    Definition Classes
    H2OAlgoSharedTreeParams
  63. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  64. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  65. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  66. def getMaxDepth(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  67. def getMinRows(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  68. def getMinSplitImprovement(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  69. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  70. def getMtries(): Double
    Definition Classes
    H2ODRFParams
  71. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  72. def getNbins(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  73. def getNbinsCats(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  74. def getNbinsTopLevel(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  75. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  76. def getNtrees(): Int
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  77. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  78. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  79. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  80. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  81. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  82. def getSampleRate(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  83. def getSampleRatePerClass(): Array[Double]
    Definition Classes
    H2OAlgoSharedTreeParams
  84. def getScoreTreeInterval(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  85. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  86. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  87. def getStoppingMetric(): String
    Definition Classes
    HasStoppingCriteria
  88. def getStoppingRounds(): Int
    Definition Classes
    HasStoppingCriteria
  89. def getStoppingTolerance(): Double
    Definition Classes
    HasStoppingCriteria
  90. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  91. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  92. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  93. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  94. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  95. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  96. final val histogramType: Param[String]
    Definition Classes
    H2OAlgoSharedTreeParams
  97. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  98. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  100. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  101. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  102. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  103. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  104. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  105. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  106. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  107. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  108. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  109. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  110. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  111. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  112. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  119. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  120. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  124. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  125. final val maxDepth: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  126. final val minRows: DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  127. final val minSplitImprovement: DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  128. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  129. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  130. final val nbins: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  131. final val nbinsCats: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  132. final val nbinsTopLevel: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  133. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  134. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  135. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  136. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  137. final val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  138. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  139. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  140. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  141. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  142. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  143. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  144. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  145. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  146. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  147. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  148. def paramTag: ClassTag[DRFParameters]
    Attributes
    protected
    Definition Classes
    H2ODRFParams → H2OAlgoParamsHelper
  149. val parameters: DRFParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  150. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  151. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  152. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame])
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  153. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm
  154. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)])(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  155. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  156. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  157. final val sampleRate: DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  158. final val sampleRatePerClass: NullableDoubleArrayParam
    Definition Classes
    H2OAlgoSharedTreeParams
  159. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  160. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  161. def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2ODRFParams → H2OAlgoParamsHelper
  162. final val scoreTreeInterval: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  163. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  164. final def set(paramPair: ParamPair[_]): H2ODRF.this.type
    Attributes
    protected
    Definition Classes
    Params
  165. final def set(param: String, value: Any): H2ODRF.this.type
    Attributes
    protected
    Definition Classes
    Params
  166. final def set[T](param: Param[T], value: T): H2ODRF.this.type
    Definition Classes
    Params
  167. def setAllStringColumnsToCategorical(value: Boolean): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  168. def setBinomialDoubleTrees(value: Boolean): H2ODRF.this.type
    Definition Classes
    H2ODRFParams
  169. def setBuildTreeOneNode(value: Boolean): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  170. def setColSampleRateChangePerLevel(value: Double): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  171. def setColSampleRatePerTree(value: Double): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  172. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  173. def setColumnsToCategorical(columns: Array[String]): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  174. def setColumnsToCategorical(first: String, others: String*): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  175. def setConvertInvalidNumbersToNa(value: Boolean): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  176. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  177. final def setDefault(paramPairs: ParamPair[_]*): H2ODRF.this.type
    Attributes
    protected
    Definition Classes
    Params
  178. final def setDefault[T](param: Param[T], value: T): H2ODRF.this.type
    Attributes
    protected
    Definition Classes
    Params
  179. def setDetailedPredictionCol(columnName: String): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  180. def setDistribution(value: String): H2ODRF.this.type
    Definition Classes
    H2OAlgoCommonParams
  181. def setFeaturesCol(first: String): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  182. def setFeaturesCols(columnNames: ArrayList[String]): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  183. def setFeaturesCols(columnNames: Array[String]): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  184. def setFeaturesCols(first: String, others: String*): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  185. def setFoldCol(columnName: String): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  186. def setGainsliftBins(value: Int): H2ODRF.this.type
    Definition Classes
    H2ODRFParams
  187. def setHistogramType(value: String): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  188. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRF.this.type
    Definition Classes
    H2OAlgoCommonParams
  189. def setKeepCrossValidationPredictions(value: Boolean): H2ODRF.this.type
    Definition Classes
    H2OAlgoCommonParams
  190. def setLabelCol(columnName: String): H2ODRF.this.type
    Definition Classes
    H2OCommonSupervisedParams
  191. def setMaxDepth(value: Int): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  192. def setMinRows(value: Double): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  193. def setMinSplitImprovement(value: Double): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  194. def setModelId(id: String): H2ODRF.this.type
    Definition Classes
    H2OAlgoCommonParams
  195. def setMtries(value: Int): H2ODRF.this.type
    Definition Classes
    H2ODRFParams
  196. def setNamedMojoOutputColumns(value: Boolean): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  197. def setNbins(value: Int): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  198. def setNbinsCats(value: Int): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  199. def setNbinsTopLevel(value: Int): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  200. def setNfolds(value: Int): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  201. def setNtrees(value: Int): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  202. def setOffsetCol(columnName: String): H2ODRF.this.type
    Definition Classes
    H2OCommonSupervisedParams
  203. def setParallelizeCrossValidation(value: Boolean): H2ODRF.this.type
    Definition Classes
    H2OAlgoCommonParams
  204. def setPredictionCol(columnName: String): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  205. def setSampleRate(value: Double): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  206. def setSampleRatePerClass(value: Array[Double]): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  207. def setScoreTreeInterval(value: Int): H2ODRF.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  208. def setSeed(value: Long): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  209. def setSplitRatio(ratio: Double): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  210. def setStoppingMetric(value: String): H2ODRF.this.type
    Definition Classes
    HasStoppingCriteria
  211. def setStoppingRounds(value: Int): H2ODRF.this.type
    Definition Classes
    HasStoppingCriteria
  212. def setStoppingTolerance(value: Double): H2ODRF.this.type
    Definition Classes
    HasStoppingCriteria
  213. def setWeightCol(columnName: String): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  214. def setWithContributions(enabled: Boolean): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  215. def setWithDetailedPredictionCol(enabled: Boolean): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  216. def setWithLeafNodeAssignments(enabled: Boolean): H2ODRF.this.type
    Definition Classes
    H2OCommonParams
  217. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  218. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  219. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  220. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  221. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  222. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  223. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  224. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  225. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  226. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  227. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  228. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  229. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  230. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  231. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  232. val uid: String
    Definition Classes
    H2ODRF → Identifiable
  233. 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
  234. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  235. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  236. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  237. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  238. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  239. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  240. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  241. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2ODRFParams

Inherited from H2OAlgoSharedTreeParams[DRFParameters]

Inherited from HasStoppingCriteria[DRFParameters]

Inherited from H2OTreeBasedSupervisedAlgorithm[DRFParameters]

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OSupervisedAlgorithm[DRFParameters]

Inherited from H2OAlgoSupervisedParams[DRFParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[DRFParameters]

Inherited from H2OAlgoCommonParams[DRFParameters]

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from H2OAlgoParamsHelper[DRFParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

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