Packages

class H2ODRFClassifier extends H2ODRF with H2OClassifier with DistributionForClassificationCheck

Linear Supertypes
DistributionForClassificationCheck, H2OClassifier, 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. H2ODRFClassifier
  2. DistributionForClassificationCheck
  3. H2OClassifier
  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 H2ODRFClassifier()
  2. new H2ODRFClassifier(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[_]): H2ODRFClassifier.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): H2ODRFClassifier.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 getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  105. def getNbins(): Int
    Definition Classes
    H2ODRFParams
  106. def getNbinsCats(): Int
    Definition Classes
    H2ODRFParams
  107. def getNbinsTopLevel(): Int
    Definition Classes
    H2ODRFParams
  108. def getNfolds(): Int
    Definition Classes
    H2ODRFParams
  109. def getNtrees(): Int
    Definition Classes
    H2ODRFParams
  110. def getOffsetCol(): String
    Definition Classes
    H2ODRFParams
  111. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  112. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  113. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  114. def getSampleRate(): Double
    Definition Classes
    H2ODRFParams
  115. def getSampleRatePerClass(): Array[Double]
    Definition Classes
    H2ODRFParams
  116. def getScoreEachIteration(): Boolean
    Definition Classes
    H2ODRFParams
  117. def getScoreTreeInterval(): Int
    Definition Classes
    H2ODRFParams
  118. def getSeed(): Long
    Definition Classes
    H2ODRFParams
  119. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  120. def getStoppingMetric(): String
    Definition Classes
    H2ODRFParams
  121. def getStoppingRounds(): Int
    Definition Classes
    H2ODRFParams
  122. def getStoppingTolerance(): Double
    Definition Classes
    H2ODRFParams
  123. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  124. def getWeightCol(): String
    Definition Classes
    H2ODRFParams
  125. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  126. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  127. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  128. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  129. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  130. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  131. val histogramType: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  132. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  133. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  134. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  135. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  136. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  137. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  138. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  139. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  140. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  141. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  142. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  143. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  144. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  145. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  146. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  147. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  148. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  149. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  150. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  151. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  152. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  153. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  154. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  155. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  156. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  157. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  158. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  159. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  160. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  161. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  162. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  163. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  164. val maxDepth: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  165. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  166. val minRows: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  167. val minSplitImprovement: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  168. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  169. val mtries: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  170. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  171. val nbins: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  172. val nbinsCats: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  173. val nbinsTopLevel: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  174. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  175. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  176. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  177. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  178. val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  179. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  180. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  181. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  182. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  183. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  184. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  185. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  186. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  187. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  188. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  189. def paramTag: ClassTag[DRFParameters]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  190. var parameters: DRFParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  191. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  192. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  193. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  194. 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
  195. 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
  196. 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
  197. val sampleRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  198. val sampleRatePerClass: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  199. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  200. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  201. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  202. val scoreTreeInterval: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  203. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  204. final def set(paramPair: ParamPair[_]): H2ODRFClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  205. final def set(param: String, value: Any): H2ODRFClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  206. final def set[T](param: Param[T], value: T): H2ODRFClassifier.this.type
    Definition Classes
    Params
  207. def setAucType(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  208. def setBalanceClasses(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  209. def setBinomialDoubleTrees(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  210. def setBuildTreeOneNode(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  211. def setCalibrateModel(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  212. def setCalibrationDataFrame(value: DataFrame): H2ODRFClassifier.this.type
    Definition Classes
    HasCalibrationDataFrame
  213. def setCategoricalEncoding(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  214. def setCheckConstantResponse(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  215. def setClassSamplingFactors(value: Array[Float]): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  216. def setColSampleRateChangePerLevel(value: Double): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  217. def setColSampleRatePerTree(value: Double): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  218. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODRFClassifier.this.type
    Definition Classes
    H2OCommonParams
  219. def setColumnsToCategorical(columns: Array[String]): H2ODRFClassifier.this.type
    Definition Classes
    H2OCommonParams
  220. def setColumnsToCategorical(first: String, others: String*): H2ODRFClassifier.this.type
    Definition Classes
    H2OCommonParams
  221. def setConvertInvalidNumbersToNa(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2OCommonParams
  222. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2OCommonParams
  223. def setCustomMetricFunc(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  224. def setDataFrameSerializer(fullClassName: String): H2ODRFClassifier.this.type
    Definition Classes
    H2OBaseMOJOParams
  225. final def setDefault(paramPairs: ParamPair[_]*): H2ODRFClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  226. final def setDefault[T](param: Param[T], value: T): H2ODRFClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  227. def setDetailedPredictionCol(columnName: String): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  228. def setDistribution(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  229. def setExportCheckpointsDir(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  230. def setFeaturesCol(first: String): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  231. def setFeaturesCols(columnNames: ArrayList[String]): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  232. def setFeaturesCols(columnNames: Array[String]): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  233. def setFeaturesCols(first: String, others: String*): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  234. def setFoldAssignment(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  235. def setFoldCol(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  236. def setGainsliftBins(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  237. def setHistogramType(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  238. def setIgnoreConstCols(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  239. def setIgnoredCols(value: Array[String]): H2ODRFClassifier.this.type
    Definition Classes
    HasIgnoredCols
  240. def setKeepBinaryModels(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2OCommonParams
  241. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  242. def setKeepCrossValidationModels(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  243. def setKeepCrossValidationPredictions(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  244. def setLabelCol(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  245. def setMaxAfterBalanceSize(value: Float): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  246. def setMaxConfusionMatrixSize(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  247. def setMaxDepth(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  248. def setMaxRuntimeSecs(value: Double): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  249. def setMinRows(value: Double): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  250. def setMinSplitImprovement(value: Double): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  251. def setModelId(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  252. def setMtries(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  253. def setNamedMojoOutputColumns(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  254. def setNbins(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  255. def setNbinsCats(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  256. def setNbinsTopLevel(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  257. def setNfolds(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  258. def setNtrees(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  259. def setOffsetCol(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  260. def setPredictionCol(columnName: String): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  261. def setSampleRate(value: Double): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  262. def setSampleRatePerClass(value: Array[Double]): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  263. def setScoreEachIteration(value: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  264. def setScoreTreeInterval(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  265. def setSeed(value: Long): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  266. def setSplitRatio(ratio: Double): H2ODRFClassifier.this.type
    Definition Classes
    H2OCommonParams
  267. def setStoppingMetric(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  268. def setStoppingRounds(value: Int): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  269. def setStoppingTolerance(value: Double): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  270. def setValidationDataFrame(dataFrame: DataFrame): H2ODRFClassifier.this.type
    Definition Classes
    H2OCommonParams
  271. def setWeightCol(value: String): H2ODRFClassifier.this.type
    Definition Classes
    H2ODRFParams
  272. def setWithContributions(enabled: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  273. def setWithDetailedPredictionCol(enabled: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  274. def setWithLeafNodeAssignments(enabled: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  275. def setWithStageResults(enabled: Boolean): H2ODRFClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  276. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  277. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  278. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  279. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  280. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  281. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  282. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  283. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  284. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  285. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  286. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  287. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  288. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  289. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  290. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  291. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  292. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  293. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  294. val uid: String
    Definition Classes
    H2ODRFClassifier → H2ODRF → Identifiable
  295. 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
  296. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  297. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  298. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  299. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  300. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODRFParams
  301. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  302. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  303. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  304. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  305. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  306. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

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

    (Since version )

Inherited from DistributionForClassificationCheck

Inherited from H2OClassifier

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