Class/Object

ai.h2o.sparkling.ml.algos

H2ODRF

Related Docs: object H2ODRF | package algos

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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()

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  2. new H2ODRF(uid: String)

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Type Members

  1. type H2O_SCHEMA = DRFParametersV3

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    Definition Classes
    H2ODRFParams → H2OAlgoParamsHelper

Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. final val buildTreeOneNode: BooleanParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  9. def checkResponseCode(connection: HttpURLConnection): Unit

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    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2ODRF.this.type

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    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. final val colSampleRateChangePerLevel: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  13. final val colSampleRatePerTree: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  14. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  15. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  16. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  17. def copy(extra: ParamMap): H2ODRF.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    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

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    Definition Classes
    RestCommunication

  21. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  22. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  24. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  29. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  31. def explainParams(): String

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    Definition Classes
    Params

  32. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  34. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  35. def finalize(): Unit

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

  36. def fit(dataset: Dataset[_]): H2OTreeBasedSupervisedMOJOModel

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    Definition Classes
    H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  40. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  42. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  44. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  45. def getBinomialDoubleTrees(): Boolean

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    Definition Classes
    H2ODRFParams

  46. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OAlgoSharedTreeParams

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

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    Definition Classes
    AnyRef → Any

  48. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  49. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  50. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  51. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  54. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  55. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

  56. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  57. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  58. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  59. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  60. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  61. def getHistogramType(): String

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    Definition Classes
    H2OAlgoSharedTreeParams

  62. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  63. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  64. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  65. def getMaxDepth(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  66. def getMinRows(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  67. def getMinSplitImprovement(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  68. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  69. def getMtries(): Double

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    Definition Classes
    H2ODRFParams

  70. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  71. def getNbins(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  72. def getNbinsCats(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  73. def getNbinsTopLevel(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  74. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  75. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  76. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  78. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    Params

  80. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  81. def getSampleRate(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  82. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2OAlgoSharedTreeParams

  83. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  84. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  85. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  86. def getStoppingMetric(): String

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    Definition Classes
    HasStoppingCriteria

  87. def getStoppingRounds(): Int

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    Definition Classes
    HasStoppingCriteria

  88. def getStoppingTolerance(): Double

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    Definition Classes
    HasStoppingCriteria

  89. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  90. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  91. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  93. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  94. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  95. final val histogramType: Param[String]

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    Definition Classes
    H2OAlgoSharedTreeParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  97. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  100. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  102. def intParam(name: String, doc: Option[String] = None): IntParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  105. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  106. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  108. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  109. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  110. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  117. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  122. def longParam(name: String, doc: Option[String] = None): LongParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  124. final val maxDepth: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  125. final val minRows: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  126. final val minSplitImprovement: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  127. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  128. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  129. final val nbins: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  130. final val nbinsCats: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  131. final val nbinsTopLevel: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams

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

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    Definition Classes
    AnyRef

  133. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  134. final def notify(): Unit

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    Definition Classes
    AnyRef

  135. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  136. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  137. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  139. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  141. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  143. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  145. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  147. def paramTag: ClassTag[DRFParameters]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams → H2OAlgoParamsHelper

  148. var parameters: DRFParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  150. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  151. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame], Array[String])

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  152. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm

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

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    Definition Classes
    RestCommunication

  154. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  155. 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

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    Definition Classes
    RestCommunication

  156. final val sampleRate: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  157. final val sampleRatePerClass: NullableDoubleArrayParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  158. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  159. def save(path: String): Unit

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

  160. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams → H2OAlgoParamsHelper

  161. final val scoreTreeInterval: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  162. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  163. final def set(paramPair: ParamPair[_]): H2ODRF.this.type

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    Attributes
    protected
    Definition Classes
    Params

  164. final def set(param: String, value: Any): H2ODRF.this.type

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    Attributes
    protected
    Definition Classes
    Params

  165. final def set[T](param: Param[T], value: T): H2ODRF.this.type

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    Definition Classes
    Params

  166. def setAllStringColumnsToCategorical(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  167. def setBinomialDoubleTrees(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2ODRFParams

  168. def setBuildTreeOneNode(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  169. def setColSampleRateChangePerLevel(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  170. def setColSampleRatePerTree(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  171. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  172. def setColumnsToCategorical(columns: Array[String]): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  173. def setColumnsToCategorical(first: String, others: String*): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  174. def setConvertInvalidNumbersToNa(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  175. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  176. final def setDefault(paramPairs: ParamPair[_]*): H2ODRF.this.type

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    Attributes
    protected
    Definition Classes
    Params

  177. final def setDefault[T](param: Param[T], value: T): H2ODRF.this.type

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    Attributes
    protected
    Definition Classes
    Params

  178. def setDetailedPredictionCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  179. def setDistribution(value: String): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams

  180. def setFeaturesCol(first: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  181. def setFeaturesCols(columnNames: ArrayList[String]): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  182. def setFeaturesCols(columnNames: Array[String]): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  183. def setFeaturesCols(first: String, others: String*): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  184. def setFoldCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  185. def setHistogramType(value: String): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  186. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams

  187. def setKeepCrossValidationPredictions(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams

  188. def setLabelCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  189. def setMaxDepth(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  190. def setMinRows(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  191. def setMinSplitImprovement(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  192. def setModelId(id: String): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams

  193. def setMtries(value: Int): H2ODRF.this.type

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    Definition Classes
    H2ODRFParams

  194. def setNamedMojoOutputColumns(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  195. def setNbins(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  196. def setNbinsCats(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  197. def setNbinsTopLevel(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  198. def setNfolds(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  199. def setNtrees(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  200. def setOffsetCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  201. def setParallelizeCrossValidation(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams

  202. def setPredictionCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  203. def setSampleRate(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  204. def setSampleRatePerClass(value: Array[Double]): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  205. def setScoreTreeInterval(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  206. def setSeed(value: Long): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  207. def setSplitRatio(ratio: Double): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  208. def setStoppingMetric(value: String): H2ODRF.this.type

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    Definition Classes
    HasStoppingCriteria

  209. def setStoppingRounds(value: Int): H2ODRF.this.type

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    Definition Classes
    HasStoppingCriteria

  210. def setStoppingTolerance(value: Double): H2ODRF.this.type

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    Definition Classes
    HasStoppingCriteria

  211. def setWeightCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  212. def setWithContributions(enabled: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  213. def setWithDetailedPredictionCol(enabled: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams

  214. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  215. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  217. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  219. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  223. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  225. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  227. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  229. val uid: String

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    Definition Classes
    H2ODRF → Identifiable

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

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    Definition Classes
    RestCommunication

  231. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  234. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  235. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  236. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  237. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

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