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, 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. H2OAlgoParamsBase
  25. H2OFrameLifecycle
  26. ParameterConstructorMethods
  27. Estimator
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. 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 binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  8. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  10. final def clear(param: Param[_]): H2ORuleFitClassifier.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  13. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  15. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  16. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  17. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  18. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  19. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  20. def copy(extra: ParamMap): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  21. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  22. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator
  23. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  24. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  25. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    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
    Definition Classes
    RestCommunication
  27. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  28. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  29. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  31. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  32. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  33. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  34. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  35. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  36. def explainParams(): String
    Definition Classes
    Params
  37. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  38. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  39. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  40. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  41. def fit(dataset: Dataset[_]): H2ORuleFitMOJOModel
    Definition Classes
    H2ORuleFit → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator
  42. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  43. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  44. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  45. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  46. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  47. def getAlgorithm(): String
    Definition Classes
    H2ORuleFitParams
  48. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  49. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  50. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  51. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  53. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  54. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  55. def getDistribution(): String
    Definition Classes
    H2ORuleFitParams
  56. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  57. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  58. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  59. def getLabelCol(): String
    Definition Classes
    H2ORuleFitParams
  60. def getMaxNumRules(): Int
    Definition Classes
    H2ORuleFitParams
  61. def getMaxRuleLength(): Int
    Definition Classes
    H2ORuleFitParams
  62. def getMinRuleLength(): Int
    Definition Classes
    H2ORuleFitParams
  63. def getModelId(): String
    Definition Classes
    H2ORuleFitParams
  64. def getModelType(): String
    Definition Classes
    H2ORuleFitParams
  65. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  66. def getOffsetCol(): String
    Definition Classes
    HasUnsupportedOffsetCol
  67. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  68. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  69. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  70. def getRuleGenerationNtrees(): Int
    Definition Classes
    H2ORuleFitParams
  71. def getSeed(): Long
    Definition Classes
    H2ORuleFitParams
  72. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  73. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  74. def getWeightCol(): String
    Definition Classes
    H2ORuleFitParams
  75. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  76. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  77. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  78. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  79. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  80. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  81. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  82. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  84. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  85. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  86. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  87. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  88. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  89. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  90. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  91. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  92. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  93. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  94. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  95. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  96. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  98. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  101. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  102. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  103. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  105. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  107. val maxNumRules: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  108. val maxRuleLength: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  109. val minRuleLength: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  110. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  111. val modelType: Param[String]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  112. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  113. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  114. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  115. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  116. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  117. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  118. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  119. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  120. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  121. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  122. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  123. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  124. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  125. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  126. def paramTag: ClassTag[RuleFitParameters]
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  127. var parameters: RuleFitParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  128. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  129. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  130. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    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
    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
    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
    Definition Classes
    RestCommunication
  134. val ruleGenerationNtrees: IntParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  135. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  136. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  137. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  138. final def set(paramPair: ParamPair[_]): H2ORuleFitClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  139. final def set(param: String, value: Any): H2ORuleFitClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  140. final def set[T](param: Param[T], value: T): H2ORuleFitClassifier.this.type
    Definition Classes
    Params
  141. def setAlgorithm(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  142. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  143. def setColumnsToCategorical(columns: Array[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  144. def setColumnsToCategorical(first: String, others: String*): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  145. def setConvertInvalidNumbersToNa(value: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  146. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  147. final def setDefault(paramPairs: ParamPair[_]*): H2ORuleFitClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  148. final def setDefault[T](param: Param[T], value: T): H2ORuleFitClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  149. def setDetailedPredictionCol(columnName: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  150. def setDistribution(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  151. def setFeaturesCol(first: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  152. def setFeaturesCols(columnNames: ArrayList[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  153. def setFeaturesCols(columnNames: Array[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  154. def setFeaturesCols(first: String, others: String*): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  155. def setIgnoredCols(value: Array[String]): H2ORuleFitClassifier.this.type
    Definition Classes
    HasIgnoredCols
  156. def setKeepBinaryModels(value: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  157. def setLabelCol(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  158. def setMaxNumRules(value: Int): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  159. def setMaxRuleLength(value: Int): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  160. def setMinRuleLength(value: Int): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  161. def setModelId(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  162. def setModelType(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  163. def setNamedMojoOutputColumns(value: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  164. def setOffsetCol(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    HasUnsupportedOffsetCol
  165. def setPredictionCol(columnName: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  166. def setRuleGenerationNtrees(value: Int): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  167. def setSeed(value: Long): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  168. def setSplitRatio(ratio: Double): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  169. def setValidationDataFrame(dataFrame: DataFrame): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OCommonParams
  170. def setWeightCol(value: String): H2ORuleFitClassifier.this.type
    Definition Classes
    H2ORuleFitParams
  171. def setWithContributions(enabled: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  172. def setWithDetailedPredictionCol(enabled: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  173. def setWithLeafNodeAssignments(enabled: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  174. def setWithStageResults(enabled: Boolean): H2ORuleFitClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  175. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  176. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  177. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  178. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  179. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  180. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  181. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  182. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  183. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  184. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  185. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  186. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  187. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  188. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  189. val uid: String
    Definition Classes
    H2ORuleFitClassifier → 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
    Definition Classes
    RestCommunication
  191. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  192. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  193. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  194. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  195. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ORuleFitParams
  196. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  197. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  198. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  199. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  200. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  201. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionForClassificationCheck

Inherited from H2OClassifier

Inherited from H2ORuleFit

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2ORuleFitParams

Inherited from HasIgnoredCols

Inherited from HasUnsupportedOffsetCol

Inherited from H2OSupervisedAlgorithm[RuleFitParameters]

Inherited from H2OAlgorithm[RuleFitParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[RuleFitParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from 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