Class/Object

ai.h2o.sparkling.ml.algos.classification

H2ORuleFitClassifier

Related Docs: object H2ORuleFitClassifier | package classification

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class H2ORuleFitClassifier extends H2ORuleFit with H2OClassifier with DistributionForClassificationCheck

Linear Supertypes
DistributionForClassificationCheck, H2OClassifier, H2ORuleFit, DistributionBasedH2OTrainFramePreparation, H2ORuleFitParams, HasIgnoredCols, HasUnsupportedOffsetCol, H2OSupervisedAlgorithm[RuleFitParameters], H2OAlgorithm[RuleFitParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[RuleFitParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
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  2. By Inheritance
Inherited
  1. H2ORuleFitClassifier
  2. DistributionForClassificationCheck
  3. H2OClassifier
  4. H2ORuleFit
  5. DistributionBasedH2OTrainFramePreparation
  6. H2ORuleFitParams
  7. HasIgnoredCols
  8. HasUnsupportedOffsetCol
  9. H2OSupervisedAlgorithm
  10. H2OAlgorithm
  11. H2OAlgorithmCommonParams
  12. H2OAlgorithmMOJOParams
  13. H2OEstimator
  14. DefaultParamsWritable
  15. MLWritable
  16. H2OTrainFramePreparation
  17. H2OAlgoCommonUtils
  18. EstimatorCommonUtils
  19. RestCommunication
  20. RestEncodingUtils
  21. Logging
  22. H2OCommonParams
  23. H2OBaseMOJOParams
  24. HasDataFrameSerializer
  25. H2OAlgoParamsBase
  26. H2OFrameLifecycle
  27. ParameterConstructorMethods
  28. Estimator
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ORuleFitClassifier()

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  2. new H2ORuleFitClassifier(uid: String)

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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. val algorithm: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. val aucType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  8. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    RestCommunication

  11. final def clear(param: Param[_]): H2ORuleFitClassifier.this.type

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    Definition Classes
    Params

  12. def clone(): AnyRef

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

  13. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  15. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  16. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  18. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  19. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def copy(extra: ParamMap): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  23. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  24. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  25. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  28. 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

  29. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  30. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  36. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  38. def explainParams(): String

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    Definition Classes
    Params

  39. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  41. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  42. def finalize(): Unit

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

  43. def fit(dataset: Dataset[_]): H2ORuleFitMOJOModel

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    Definition Classes
    H2ORuleFit → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  49. def getAlgorithm(): String

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    Definition Classes
    H2ORuleFitParams

  50. def getAucType(): String

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    Definition Classes
    H2ORuleFitParams

  51. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
    AnyRef → Any

  53. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  54. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  55. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  56. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  58. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  59. def getDistribution(): String

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    Definition Classes
    H2ORuleFitParams

  60. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  61. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  62. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  63. def getLabelCol(): String

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    Definition Classes
    H2ORuleFitParams

  64. def getMaxNumRules(): Int

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    Definition Classes
    H2ORuleFitParams

  65. def getMaxRuleLength(): Int

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    Definition Classes
    H2ORuleFitParams

  66. def getMinRuleLength(): Int

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    Definition Classes
    H2ORuleFitParams

  67. def getModelId(): String

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    Definition Classes
    H2ORuleFitParams

  68. def getModelType(): String

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    Definition Classes
    H2ORuleFitParams

  69. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  70. def getOffsetCol(): String

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    Definition Classes
    HasUnsupportedOffsetCol

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  73. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  74. def getRemoveDuplicates(): Boolean

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    Definition Classes
    H2ORuleFitParams

  75. def getRuleGenerationNtrees(): Int

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    Definition Classes
    H2ORuleFitParams

  76. def getSeed(): Long

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    Definition Classes
    H2ORuleFitParams

  77. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  78. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  79. def getWeightCol(): String

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    Definition Classes
    H2ORuleFitParams

  80. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  81. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  82. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  84. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  85. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  87. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  88. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  93. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  94. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  96. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  97. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  98. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  99. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  106. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  112. val maxNumRules: IntParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  113. val maxRuleLength: IntParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  114. val minRuleLength: IntParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  115. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  116. val modelType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  117. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  119. final def notify(): Unit

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    Definition Classes
    AnyRef

  120. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  130. def paramTag: ClassTag[RuleFitParameters]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  131. var parameters: RuleFitParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  133. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  134. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

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

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    Definition Classes
    RestCommunication

  136. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  137. val removeDuplicates: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  138. 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

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    Definition Classes
    RestCommunication

  139. val ruleGenerationNtrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  140. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  141. def save(path: String): Unit

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

  142. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  143. final def set(paramPair: ParamPair[_]): H2ORuleFitClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  144. final def set(param: String, value: Any): H2ORuleFitClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  145. final def set[T](param: Param[T], value: T): H2ORuleFitClassifier.this.type

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    Definition Classes
    Params

  146. def setAlgorithm(value: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  147. def setAucType(value: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  148. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OCommonParams

  149. def setColumnsToCategorical(columns: Array[String]): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OCommonParams

  150. def setColumnsToCategorical(first: String, others: String*): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OCommonParams

  151. def setConvertInvalidNumbersToNa(value: Boolean): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OCommonParams

  152. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OCommonParams

  153. def setDataFrameSerializer(fullClassName: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OBaseMOJOParams

  154. final def setDefault(paramPairs: ParamPair[_]*): H2ORuleFitClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  155. final def setDefault[T](param: Param[T], value: T): H2ORuleFitClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  156. def setDetailedPredictionCol(columnName: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  157. def setDistribution(value: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  158. def setFeaturesCol(first: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  159. def setFeaturesCols(columnNames: ArrayList[String]): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  160. def setFeaturesCols(columnNames: Array[String]): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  161. def setFeaturesCols(first: String, others: String*): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  162. def setIgnoredCols(value: Array[String]): H2ORuleFitClassifier.this.type

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    Definition Classes
    HasIgnoredCols

  163. def setKeepBinaryModels(value: Boolean): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OCommonParams

  164. def setLabelCol(value: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  165. def setMaxNumRules(value: Int): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  166. def setMaxRuleLength(value: Int): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  167. def setMinRuleLength(value: Int): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  168. def setModelId(value: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  169. def setModelType(value: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  170. def setNamedMojoOutputColumns(value: Boolean): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  171. def setOffsetCol(value: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    HasUnsupportedOffsetCol

  172. def setPredictionCol(columnName: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  173. def setRemoveDuplicates(value: Boolean): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  174. def setRuleGenerationNtrees(value: Int): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  175. def setSeed(value: Long): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  176. def setSplitRatio(ratio: Double): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OCommonParams

  177. def setValidationDataFrame(dataFrame: DataFrame): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OCommonParams

  178. def setWeightCol(value: String): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2ORuleFitParams

  179. def setWithContributions(enabled: Boolean): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  180. def setWithDetailedPredictionCol(enabled: Boolean): H2ORuleFitClassifier.this.type

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

  181. def setWithLeafNodeAssignments(enabled: Boolean): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  182. def setWithStageResults(enabled: Boolean): H2ORuleFitClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  183. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  186. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  191. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  193. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  195. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  196. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  198. val uid: String

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    Definition Classes
    H2ORuleFitClassifier → H2ORuleFit → Identifiable

  199. 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

  200. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  201. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  204. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  205. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  206. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  207. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  208. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  209. def write: MLWriter

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    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 H2ORuleFit

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2ORuleFitParams

Inherited from HasIgnoredCols

Inherited from HasUnsupportedOffsetCol

Inherited from H2OSupervisedAlgorithm[RuleFitParameters]

Inherited from H2OAlgorithm[RuleFitParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[RuleFitParameters]

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