Packages

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
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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()
  2. new H2ORuleFitClassifier(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[_]): H2ORuleFitClassifier.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): H2ORuleFitClassifier.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: Seq[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 getMaxCategoricalLevels(): Int
    Definition Classes
    H2ORuleFitParams
  66. def getMaxNumRules(): Int
    Definition Classes
    H2ORuleFitParams
  67. def getMaxRuleLength(): Int
    Definition Classes
    H2ORuleFitParams
  68. def getMinRuleLength(): Int
    Definition Classes
    H2ORuleFitParams
  69. def getModelId(): String
    Definition Classes
    H2ORuleFitParams
  70. def getModelType(): String
    Definition Classes
    H2ORuleFitParams
  71. def getOffsetCol(): String
    Definition Classes
    HasUnsupportedOffsetCol
  72. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  73. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  74. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  75. def getRemoveDuplicates(): Boolean
    Definition Classes
    H2ORuleFitParams
  76. def getRuleGenerationNtrees(): Int
    Definition Classes
    H2ORuleFitParams
  77. def getSeed(): Long
    Definition Classes
    H2ORuleFitParams
  78. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  79. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  80. def getWeightCol(): String
    Definition Classes
    H2ORuleFitParams
  81. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  82. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  83. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  84. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  85. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  86. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  87. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  88. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  90. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  91. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  92. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  93. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  94. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  95. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  96. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  97. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  98. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  99. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  100. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  101. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  102. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  103. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  105. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  109. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  114. val maxCategoricalLevels: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  115. val maxNumRules: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  116. val maxRuleLength: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  117. val minRuleLength: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  118. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  119. val modelType: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  120. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  121. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  122. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  123. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  124. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  125. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  126. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  127. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  128. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  129. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  130. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  132. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def paramTag: ClassTag[RuleFitParameters]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  134. var parameters: RuleFitParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  135. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  136. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  137. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  138. 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
  139. 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
  140. val removeDuplicates: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  141. 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
  142. val ruleGenerationNtrees: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  143. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  144. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  145. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  146. final def set(paramPair: ParamPair[_]): H2ORuleFitClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  147. final def set(param: String, value: Any): H2ORuleFitClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  148. final def set[T](param: Param[T], value: T): H2ORuleFitClassifier.this.type
    Definition Classes
    Params
  149. def setAlgorithm(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  150. def setAucType(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  151. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  152. def setColumnsToCategorical(columns: Array[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  153. def setColumnsToCategorical(first: String, others: String*): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  154. def setConvertInvalidNumbersToNa(value: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  155. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  156. def setDataFrameSerializer(fullClassName: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OBaseMOJOParams
  157. final def setDefault(paramPairs: ParamPair[_]*): H2ORuleFitClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  158. final def setDefault[T](param: Param[T], value: T): H2ORuleFitClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  159. def setDetailedPredictionCol(columnName: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  160. def setDistribution(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  161. def setFeaturesCol(first: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  162. def setFeaturesCols(columnNames: ArrayList[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  163. def setFeaturesCols(columnNames: Array[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  164. def setFeaturesCols(first: String, others: String*): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  165. def setIgnoredCols(value: Array[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    HasIgnoredCols
  166. def setKeepBinaryModels(value: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  167. def setLabelCol(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  168. def setLambdaValue(value: Array[Double]): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  169. def setMaxCategoricalLevels(value: Int): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  170. def setMaxNumRules(value: Int): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  171. def setMaxRuleLength(value: Int): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  172. def setMinRuleLength(value: Int): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  173. def setModelId(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  174. def setModelType(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  175. def setOffsetCol(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    HasUnsupportedOffsetCol
  176. def setPredictionCol(columnName: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  177. def setRemoveDuplicates(value: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  178. def setRuleGenerationNtrees(value: Int): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  179. def setSeed(value: Long): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  180. def setSplitRatio(ratio: Double): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  181. def setValidationDataFrame(dataFrame: DataFrame): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  182. def setWeightCol(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  183. def setWithContributions(enabled: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  184. def setWithLeafNodeAssignments(enabled: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  185. def setWithStageResults(enabled: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  186. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  187. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  188. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  189. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  190. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  191. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  192. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  193. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  194. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  195. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  196. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  197. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  198. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  199. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  200. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  201. val uid: String
    Definition Classes
    H2ORuleFitClassifier → H2ORuleFit → Identifiable
  202. 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
  203. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  204. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  205. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  206. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  207. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  208. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  209. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  210. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  211. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  212. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

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