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, HasDataFrameSerializer, 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. HasDataFrameSerializer
  22. H2OAlgoParamsBase
  23. H2OFrameLifecycle
  24. ParameterConstructorMethods
  25. Estimator
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ORuleFit()
  2. new H2ORuleFit(uid: String)

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. val algorithm: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. val aucType: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  8. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  9. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  10. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  11. final def clear(param: Param[_]): H2ORuleFit.this.type
    Definition Classes
    Params
  12. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  13. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  14. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  15. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  17. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  18. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  19. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  20. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  21. def copy(extra: ParamMap): H2ORuleFit.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  22. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  23. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator
  24. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  25. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  26. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  27. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    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
    Definition Classes
    RestCommunication
  29. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  30. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  31. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  32. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  33. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  34. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  35. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  36. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  37. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  38. def explainParams(): String
    Definition Classes
    Params
  39. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  40. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  41. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  42. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  43. def fit(dataset: Dataset[_]): H2ORuleFitMOJOModel
    Definition Classes
    H2ORuleFit → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator
  44. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  45. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  46. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  47. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  48. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getAlgorithm(): String
    Definition Classes
    H2ORuleFitParams
  50. def getAucType(): String
    Definition Classes
    H2ORuleFitParams
  51. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  52. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  53. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  54. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  55. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  56. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  57. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  58. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  59. def getDistribution(): String
    Definition Classes
    H2ORuleFitParams
  60. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  61. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  62. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  63. def getLabelCol(): String
    Definition Classes
    H2ORuleFitParams
  64. def getLambdaValue(): Array[Double]
    Definition Classes
    H2ORuleFitParams
  65. def getMaxNumRules(): Int
    Definition Classes
    H2ORuleFitParams
  66. def getMaxRuleLength(): Int
    Definition Classes
    H2ORuleFitParams
  67. def getMinRuleLength(): Int
    Definition Classes
    H2ORuleFitParams
  68. def getModelId(): String
    Definition Classes
    H2ORuleFitParams
  69. def getModelType(): String
    Definition Classes
    H2ORuleFitParams
  70. def getOffsetCol(): String
    Definition Classes
    HasUnsupportedOffsetCol
  71. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  72. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  73. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  74. def getRemoveDuplicates(): Boolean
    Definition Classes
    H2ORuleFitParams
  75. def getRuleGenerationNtrees(): Int
    Definition Classes
    H2ORuleFitParams
  76. def getSeed(): Long
    Definition Classes
    H2ORuleFitParams
  77. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  78. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  79. def getWeightCol(): String
    Definition Classes
    H2ORuleFitParams
  80. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  81. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  82. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  83. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  84. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  85. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  86. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  87. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  89. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  90. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  91. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  92. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  93. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  94. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  95. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  96. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  97. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  98. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  99. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  100. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  101. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  102. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  103. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  105. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  108. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  113. val maxNumRules: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  114. val maxRuleLength: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  115. val minRuleLength: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  116. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  117. val modelType: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  118. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  119. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  120. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  121. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  122. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  123. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  124. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  125. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  126. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  127. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  128. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  129. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  130. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. def paramTag: ClassTag[RuleFitParameters]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  132. var parameters: RuleFitParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  133. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  134. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  135. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  136. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  137. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  138. val removeDuplicates: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  139. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  140. val ruleGenerationNtrees: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  141. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  142. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  143. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  144. final def set(paramPair: ParamPair[_]): H2ORuleFit.this.type
    Attributes
    protected
    Definition Classes
    Params
  145. final def set(param: String, value: Any): H2ORuleFit.this.type
    Attributes
    protected
    Definition Classes
    Params
  146. final def set[T](param: Param[T], value: T): H2ORuleFit.this.type
    Definition Classes
    Params
  147. def setAlgorithm(value: String): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  148. def setAucType(value: String): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  149. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ORuleFit.this.type
    Definition Classes
    H2OCommonParams
  150. def setColumnsToCategorical(columns: Array[String]): H2ORuleFit.this.type
    Definition Classes
    H2OCommonParams
  151. def setColumnsToCategorical(first: String, others: String*): H2ORuleFit.this.type
    Definition Classes
    H2OCommonParams
  152. def setConvertInvalidNumbersToNa(value: Boolean): H2ORuleFit.this.type
    Definition Classes
    H2OCommonParams
  153. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ORuleFit.this.type
    Definition Classes
    H2OCommonParams
  154. def setDataFrameSerializer(fullClassName: String): H2ORuleFit.this.type
    Definition Classes
    H2OBaseMOJOParams
  155. final def setDefault(paramPairs: ParamPair[_]*): H2ORuleFit.this.type
    Attributes
    protected
    Definition Classes
    Params
  156. final def setDefault[T](param: Param[T], value: T): H2ORuleFit.this.type
    Attributes
    protected
    Definition Classes
    Params
  157. def setDetailedPredictionCol(columnName: String): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  158. def setDistribution(value: String): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  159. def setFeaturesCol(first: String): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  160. def setFeaturesCols(columnNames: ArrayList[String]): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  161. def setFeaturesCols(columnNames: Array[String]): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  162. def setFeaturesCols(first: String, others: String*): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  163. def setIgnoredCols(value: Array[String]): H2ORuleFit.this.type
    Definition Classes
    HasIgnoredCols
  164. def setKeepBinaryModels(value: Boolean): H2ORuleFit.this.type
    Definition Classes
    H2OCommonParams
  165. def setLabelCol(value: String): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  166. def setLambdaValue(value: Array[Double]): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  167. def setMaxNumRules(value: Int): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  168. def setMaxRuleLength(value: Int): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  169. def setMinRuleLength(value: Int): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  170. def setModelId(value: String): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  171. def setModelType(value: String): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  172. def setNamedMojoOutputColumns(value: Boolean): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  173. def setOffsetCol(value: String): H2ORuleFit.this.type
    Definition Classes
    HasUnsupportedOffsetCol
  174. def setPredictionCol(columnName: String): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  175. def setRemoveDuplicates(value: Boolean): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  176. def setRuleGenerationNtrees(value: Int): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  177. def setSeed(value: Long): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  178. def setSplitRatio(ratio: Double): H2ORuleFit.this.type
    Definition Classes
    H2OCommonParams
  179. def setValidationDataFrame(dataFrame: DataFrame): H2ORuleFit.this.type
    Definition Classes
    H2OCommonParams
  180. def setWeightCol(value: String): H2ORuleFit.this.type
    Definition Classes
    H2ORuleFitParams
  181. def setWithContributions(enabled: Boolean): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  182. def setWithLeafNodeAssignments(enabled: Boolean): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  183. def setWithStageResults(enabled: Boolean): H2ORuleFit.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  184. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  185. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  186. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  187. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  188. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  189. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  190. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  191. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  192. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  193. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  194. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  195. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  196. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  197. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  198. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  199. val uid: String
    Definition Classes
    H2ORuleFit → Identifiable
  200. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  201. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  202. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  203. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  204. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  205. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  206. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  207. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  208. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  209. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  210. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getNamedMojoOutputColumns(): Boolean
    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 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