Class/Object

ai.h2o.sparkling.ml.algos

H2ORuleFit

Related Docs: object H2ORuleFit | package algos

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class H2ORuleFit extends H2OSupervisedAlgorithm[RuleFitParameters] with H2ORuleFitParams with DistributionBasedH2OTrainFramePreparation

Linear Supertypes
DistributionBasedH2OTrainFramePreparation, H2ORuleFitParams, HasIgnoredCols, HasUnsupportedOffsetCol, H2OSupervisedAlgorithm[RuleFitParameters], H2OAlgorithm[RuleFitParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[RuleFitParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ORuleFitClassifier, H2ORuleFitRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2ORuleFit
  2. DistributionBasedH2OTrainFramePreparation
  3. H2ORuleFitParams
  4. HasIgnoredCols
  5. HasUnsupportedOffsetCol
  6. H2OSupervisedAlgorithm
  7. H2OAlgorithm
  8. H2OAlgorithmCommonParams
  9. H2OAlgorithmMOJOParams
  10. H2OEstimator
  11. DefaultParamsWritable
  12. MLWritable
  13. H2OTrainFramePreparation
  14. H2OAlgoCommonUtils
  15. EstimatorCommonUtils
  16. RestCommunication
  17. RestEncodingUtils
  18. Logging
  19. H2OCommonParams
  20. H2OBaseMOJOParams
  21. H2OAlgoParamsBase
  22. H2OFrameLifecycle
  23. ParameterConstructorMethods
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ORuleFit()

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  2. new H2ORuleFit(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. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2ORuleFit.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 columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  14. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  15. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  17. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  18. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  20. def copy(extra: ParamMap): H2ORuleFit.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  22. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  23. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  26. 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

  27. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  28. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  34. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  36. def explainParams(): String

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    Definition Classes
    Params

  37. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  39. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  40. def finalize(): Unit

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

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

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    Definition Classes
    H2ORuleFit → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  47. def getAlgorithm(): String

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    Definition Classes
    H2ORuleFitParams

  48. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
    AnyRef → Any

  50. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  51. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  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
    H2OAlgorithmMOJOParams

  55. def getDistribution(): String

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    Definition Classes
    H2ORuleFitParams

  56. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  57. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  58. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  59. def getLabelCol(): String

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    Definition Classes
    H2ORuleFitParams

  60. def getMaxNumRules(): Int

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    Definition Classes
    H2ORuleFitParams

  61. def getMaxRuleLength(): Int

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    Definition Classes
    H2ORuleFitParams

  62. def getMinRuleLength(): Int

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    Definition Classes
    H2ORuleFitParams

  63. def getModelId(): String

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    Definition Classes
    H2ORuleFitParams

  64. def getModelType(): String

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    Definition Classes
    H2ORuleFitParams

  65. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  66. def getOffsetCol(): String

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    Definition Classes
    HasUnsupportedOffsetCol

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  69. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  70. def getRuleGenerationNtrees(): Int

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    Definition Classes
    H2ORuleFitParams

  71. def getSeed(): Long

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    Definition Classes
    H2ORuleFitParams

  72. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  73. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  74. def getWeightCol(): String

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    Definition Classes
    H2ORuleFitParams

  75. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  76. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  77. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  79. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  80. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  82. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  83. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  88. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  89. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  91. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  92. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  93. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  94. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  101. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  107. val maxNumRules: IntParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  108. val maxRuleLength: IntParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  109. val minRuleLength: IntParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  110. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  111. val modelType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  112. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  114. final def notify(): Unit

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    Definition Classes
    AnyRef

  115. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  126. def paramTag: ClassTag[RuleFitParameters]

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  127. var parameters: RuleFitParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  129. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  130. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  131. 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

  132. 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

  133. 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

  134. val ruleGenerationNtrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  135. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  136. def save(path: String): Unit

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

  137. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  138. final def set(paramPair: ParamPair[_]): H2ORuleFit.this.type

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    Attributes
    protected
    Definition Classes
    Params

  139. final def set(param: String, value: Any): H2ORuleFit.this.type

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    Attributes
    protected
    Definition Classes
    Params

  140. final def set[T](param: Param[T], value: T): H2ORuleFit.this.type

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    Definition Classes
    Params

  141. def setAlgorithm(value: String): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  142. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ORuleFit.this.type

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    Definition Classes
    H2OCommonParams

  143. def setColumnsToCategorical(columns: Array[String]): H2ORuleFit.this.type

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    Definition Classes
    H2OCommonParams

  144. def setColumnsToCategorical(first: String, others: String*): H2ORuleFit.this.type

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    Definition Classes
    H2OCommonParams

  145. def setConvertInvalidNumbersToNa(value: Boolean): H2ORuleFit.this.type

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    Definition Classes
    H2OCommonParams

  146. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ORuleFit.this.type

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    Definition Classes
    H2OCommonParams

  147. final def setDefault(paramPairs: ParamPair[_]*): H2ORuleFit.this.type

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    Attributes
    protected
    Definition Classes
    Params

  148. final def setDefault[T](param: Param[T], value: T): H2ORuleFit.this.type

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    Attributes
    protected
    Definition Classes
    Params

  149. def setDetailedPredictionCol(columnName: String): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  150. def setDistribution(value: String): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  151. def setFeaturesCol(first: String): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  152. def setFeaturesCols(columnNames: ArrayList[String]): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  153. def setFeaturesCols(columnNames: Array[String]): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  154. def setFeaturesCols(first: String, others: String*): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  155. def setIgnoredCols(value: Array[String]): H2ORuleFit.this.type

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    Definition Classes
    HasIgnoredCols

  156. def setKeepBinaryModels(value: Boolean): H2ORuleFit.this.type

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    Definition Classes
    H2OCommonParams

  157. def setLabelCol(value: String): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  158. def setMaxNumRules(value: Int): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  159. def setMaxRuleLength(value: Int): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  160. def setMinRuleLength(value: Int): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  161. def setModelId(value: String): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  162. def setModelType(value: String): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  163. def setNamedMojoOutputColumns(value: Boolean): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  164. def setOffsetCol(value: String): H2ORuleFit.this.type

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    Definition Classes
    HasUnsupportedOffsetCol

  165. def setPredictionCol(columnName: String): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  166. def setRuleGenerationNtrees(value: Int): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  167. def setSeed(value: Long): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  168. def setSplitRatio(ratio: Double): H2ORuleFit.this.type

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    Definition Classes
    H2OCommonParams

  169. def setValidationDataFrame(dataFrame: DataFrame): H2ORuleFit.this.type

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    Definition Classes
    H2OCommonParams

  170. def setWeightCol(value: String): H2ORuleFit.this.type

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    Definition Classes
    H2ORuleFitParams

  171. def setWithContributions(enabled: Boolean): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  172. def setWithDetailedPredictionCol(enabled: Boolean): H2ORuleFit.this.type

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

  173. def setWithLeafNodeAssignments(enabled: Boolean): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  174. def setWithStageResults(enabled: Boolean): H2ORuleFit.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  175. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    protected
    Definition Classes
    ParameterConstructorMethods

  178. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  183. def stringifyPrimitiveParam(value: Any): String

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  185. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  187. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  189. val uid: String

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    Definition Classes
    H2ORuleFit → Identifiable

  190. 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

  191. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  192. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  195. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ORuleFitParams

  196. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  197. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  198. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  199. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  200. 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 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 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