Class/Object

ai.h2o.sparkling.ml.algos.classification

H2ODRFClassifier

Related Docs: object H2ODRFClassifier | package classification

Permalink

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, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
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. H2OAlgoParamsBase
  27. H2OFrameLifecycle
  28. ParameterConstructorMethods
  29. Estimator
  30. PipelineStage
  31. Logging
  32. Params
  33. Serializable
  34. Serializable
  35. Identifiable
  36. AnyRef
  37. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODRFClassifier()

    Permalink

  2. new H2ODRFClassifier(uid: String)

    Permalink

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

    Permalink
    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. val aucType: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  7. val balanceClasses: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  8. var binaryModel: Option[H2OBinaryModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  9. val binomialDoubleTrees: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  10. def booleanParam(name: String, doc: String): BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  11. val buildTreeOneNode: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  12. val calibrateModel: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  13. val categoricalEncoding: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  14. val checkConstantResponse: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

    Permalink
    Definition Classes
    RestCommunication

  16. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  17. final def clear(param: Param[_]): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    Params

  18. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  19. val colSampleRateChangePerLevel: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  20. val colSampleRatePerTree: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  21. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  22. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  25. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. def convertModelIdToKey(key: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  28. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  29. def copy(extra: ParamMap): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

  30. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  31. def createMOJOSettings(): H2OMOJOSettings

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  32. def createMOJOUID(): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OEstimator

  33. val customMetricFunc: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  34. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  35. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  36. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  37. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  38. val distribution: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  39. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  40. def doubleParam(name: String, doc: String): DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  41. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  42. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  43. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  44. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  45. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  46. def explainParams(): String

    Permalink
    Definition Classes
    Params

  47. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  48. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  49. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  50. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  51. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  52. def fit(dataset: Dataset[_]): H2ODRFMOJOModel

    Permalink
    Definition Classes
    H2ODRF → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

  53. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  54. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  55. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  56. def floatParam(name: String, doc: String): FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  57. val foldAssignment: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  58. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  59. val gainsliftBins: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  60. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  61. def getAucType(): String

    Permalink
    Definition Classes
    H2ODRFParams

  62. def getBalanceClasses(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  63. def getBinaryModel(): H2OBinaryModel

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  64. def getBinomialDoubleTrees(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  65. def getBuildTreeOneNode(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  66. def getCalibrateModel(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  67. def getCalibrationDataFrame(): DataFrame

    Permalink
    Definition Classes
    HasCalibrationDataFrame

  68. def getCategoricalEncoding(): String

    Permalink
    Definition Classes
    H2ODRFParams

  69. def getCheckConstantResponse(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  70. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  71. def getClassSamplingFactors(): Array[Float]

    Permalink
    Definition Classes
    H2ODRFParams

  72. def getColSampleRateChangePerLevel(): Double

    Permalink
    Definition Classes
    H2ODRFParams

  73. def getColSampleRatePerTree(): Double

    Permalink
    Definition Classes
    H2ODRFParams

  74. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  75. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  76. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  77. def getCustomMetricFunc(): String

    Permalink
    Definition Classes
    H2ODRFParams

  78. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  79. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  80. def getDistribution(): String

    Permalink
    Definition Classes
    H2ODRFParams

  81. def getExportCheckpointsDir(): String

    Permalink
    Definition Classes
    H2ODRFParams

  82. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  83. def getFoldAssignment(): String

    Permalink
    Definition Classes
    H2ODRFParams

  84. def getFoldCol(): String

    Permalink
    Definition Classes
    H2ODRFParams

  85. def getGainsliftBins(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  86. def getHistogramType(): String

    Permalink
    Definition Classes
    H2ODRFParams

  87. def getIgnoreConstCols(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  88. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

  89. def getKeepBinaryModels(): Boolean

    Permalink
    Definition Classes
    H2OCommonParams

  90. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  91. def getKeepCrossValidationModels(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  92. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  93. def getLabelCol(): String

    Permalink
    Definition Classes
    H2ODRFParams

  94. def getMaxAfterBalanceSize(): Float

    Permalink
    Definition Classes
    H2ODRFParams

  95. def getMaxConfusionMatrixSize(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  96. def getMaxDepth(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  97. def getMaxRuntimeSecs(): Double

    Permalink
    Definition Classes
    H2ODRFParams

  98. def getMinRows(): Double

    Permalink
    Definition Classes
    H2ODRFParams

  99. def getMinSplitImprovement(): Double

    Permalink
    Definition Classes
    H2ODRFParams

  100. def getModelId(): String

    Permalink
    Definition Classes
    H2ODRFParams

  101. def getMtries(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  102. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  103. def getNbins(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  104. def getNbinsCats(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  105. def getNbinsTopLevel(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  106. def getNfolds(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  107. def getNtrees(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  108. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2ODRFParams

  109. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  110. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  111. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  112. def getSampleRate(): Double

    Permalink
    Definition Classes
    H2ODRFParams

  113. def getSampleRatePerClass(): Array[Double]

    Permalink
    Definition Classes
    H2ODRFParams

  114. def getScoreEachIteration(): Boolean

    Permalink
    Definition Classes
    H2ODRFParams

  115. def getScoreTreeInterval(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  116. def getSeed(): Long

    Permalink
    Definition Classes
    H2ODRFParams

  117. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  118. def getStoppingMetric(): String

    Permalink
    Definition Classes
    H2ODRFParams

  119. def getStoppingRounds(): Int

    Permalink
    Definition Classes
    H2ODRFParams

  120. def getStoppingTolerance(): Double

    Permalink
    Definition Classes
    H2ODRFParams

  121. def getValidationDataFrame(): DataFrame

    Permalink
    Definition Classes
    H2OCommonParams

  122. def getWeightCol(): String

    Permalink
    Definition Classes
    H2ODRFParams

  123. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  124. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  125. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  126. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  127. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  128. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  129. val histogramType: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  130. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  131. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  132. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  133. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  134. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

    Permalink
    Definition Classes
    RestCommunication

  135. def intArrayParam(name: String, doc: String): IntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  136. def intParam(name: String, doc: String): IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  137. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  138. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  139. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  140. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  141. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  142. final val keepBinaryModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  143. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  144. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  145. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  146. val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  147. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  148. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  149. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  150. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  151. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  152. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  153. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  154. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  155. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  156. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  157. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  158. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  159. def longParam(name: String, doc: String): LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  160. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  161. val maxConfusionMatrixSize: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  162. val maxDepth: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  163. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  164. val minRows: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  165. val minSplitImprovement: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  166. val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  167. val mtries: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  168. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  169. val nbins: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  170. val nbinsCats: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  171. val nbinsTopLevel: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  172. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  173. val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  174. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  175. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  176. val ntrees: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  177. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  178. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  179. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  180. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  181. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  182. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  183. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  184. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  185. def nullableStringParam(name: String, doc: String): NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  186. val offsetCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  187. def param[T](name: String, doc: String): Param[T]

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  188. def paramTag: ClassTag[DRFParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  189. var parameters: DRFParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OEstimator

  190. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  191. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  192. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

    Permalink
    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

    Permalink
    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

    Permalink
    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

    Permalink
    Definition Classes
    RestCommunication

  196. val sampleRate: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  197. val sampleRatePerClass: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  198. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  199. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  200. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  201. val scoreTreeInterval: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  202. val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  203. final def set(paramPair: ParamPair[_]): H2ODRFClassifier.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  204. final def set(param: String, value: Any): H2ODRFClassifier.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  205. final def set[T](param: Param[T], value: T): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    Params

  206. def setAucType(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  207. def setBalanceClasses(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  208. def setBinomialDoubleTrees(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  209. def setBuildTreeOneNode(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  210. def setCalibrateModel(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  211. def setCalibrationDataFrame(value: DataFrame): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    HasCalibrationDataFrame

  212. def setCategoricalEncoding(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  213. def setCheckConstantResponse(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  214. def setClassSamplingFactors(value: Array[Float]): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  215. def setColSampleRateChangePerLevel(value: Double): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  216. def setColSampleRatePerTree(value: Double): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  217. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  218. def setColumnsToCategorical(columns: Array[String]): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  219. def setColumnsToCategorical(first: String, others: String*): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  220. def setConvertInvalidNumbersToNa(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  221. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  222. def setCustomMetricFunc(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  223. final def setDefault(paramPairs: ParamPair[_]*): H2ODRFClassifier.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  224. final def setDefault[T](param: Param[T], value: T): H2ODRFClassifier.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  225. def setDetailedPredictionCol(columnName: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  226. def setDistribution(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  227. def setExportCheckpointsDir(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  228. def setFeaturesCol(first: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  229. def setFeaturesCols(columnNames: ArrayList[String]): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  230. def setFeaturesCols(columnNames: Array[String]): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  231. def setFeaturesCols(first: String, others: String*): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  232. def setFoldAssignment(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  233. def setFoldCol(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  234. def setGainsliftBins(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  235. def setHistogramType(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  236. def setIgnoreConstCols(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  237. def setIgnoredCols(value: Array[String]): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  238. def setKeepBinaryModels(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  239. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  240. def setKeepCrossValidationModels(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  241. def setKeepCrossValidationPredictions(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  242. def setLabelCol(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  243. def setMaxAfterBalanceSize(value: Float): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  244. def setMaxConfusionMatrixSize(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  245. def setMaxDepth(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  246. def setMaxRuntimeSecs(value: Double): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  247. def setMinRows(value: Double): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  248. def setMinSplitImprovement(value: Double): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  249. def setModelId(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  250. def setMtries(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  251. def setNamedMojoOutputColumns(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  252. def setNbins(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  253. def setNbinsCats(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  254. def setNbinsTopLevel(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  255. def setNfolds(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  256. def setNtrees(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  257. def setOffsetCol(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  258. def setPredictionCol(columnName: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  259. def setSampleRate(value: Double): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  260. def setSampleRatePerClass(value: Array[Double]): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  261. def setScoreEachIteration(value: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  262. def setScoreTreeInterval(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  263. def setSeed(value: Long): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  264. def setSplitRatio(ratio: Double): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  265. def setStoppingMetric(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  266. def setStoppingRounds(value: Int): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  267. def setStoppingTolerance(value: Double): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  268. def setValidationDataFrame(dataFrame: DataFrame): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  269. def setWeightCol(value: String): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2ODRFParams

  270. def setWithContributions(enabled: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  271. def setWithDetailedPredictionCol(enabled: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  272. def setWithLeafNodeAssignments(enabled: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  273. def setWithStageResults(enabled: Boolean): H2ODRFClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  274. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  275. val stoppingMetric: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  276. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  277. val stoppingTolerance: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  278. def stringArrayParam(name: String, doc: String): StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  279. def stringParam(name: String, doc: String): Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  280. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  281. def stringifyArray(arr: Array[_]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  282. def stringifyMap(map: Map[_, _]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  283. def stringifyPair(pair: Tuple2[_, _]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  284. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  285. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  286. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  287. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  288. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  289. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

  290. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  291. val uid: String

    Permalink
    Definition Classes
    H2ODRFClassifier → H2ODRF → Identifiable

  292. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  293. final val validationDataFrame: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  294. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  295. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  296. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  297. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODRFParams

  298. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  299. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  300. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  301. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  302. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    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 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