Class/Object

ai.h2o.sparkling.ml.models

H2ORuleFitMOJOModel

Related Docs: object H2ORuleFitMOJOModel | package models

Permalink

class H2ORuleFitMOJOModel extends H2OSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO

Linear Supertypes
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2ORuleFitMOJOModel
  2. HasIgnoredColsOnMOJO
  3. ParameterConstructorMethods
  4. H2OSupervisedMOJOModel
  5. H2OSupervisedMOJOParams
  6. H2OAlgorithmMOJOModel
  7. H2OAlgorithmMOJOParams
  8. H2OMOJOPrediction
  9. H2OMOJOPredictionOrdinal
  10. H2OMOJOPredictionCoxPH
  11. H2OMOJOPredictionBinomial
  12. H2OMOJOPredictionClustering
  13. H2OMOJOPredictionDimReduction
  14. H2OMOJOPredictionMultinomial
  15. PredictionWithStageProbabilities
  16. H2OMOJOPredictionAnomaly
  17. H2OMOJOPredictionWordEmbedding
  18. H2OMOJOPredictionRegression
  19. PredictionWithContributions
  20. H2OMOJOModel
  21. HasFeatureTypesOnMOJO
  22. H2OBaseMOJOParams
  23. SpecificMOJOParameters
  24. H2OMOJOModelUtils
  25. Logging
  26. H2OMOJOWritable
  27. MLWritable
  28. HasMojo
  29. H2OMOJOFlattenedInput
  30. Model
  31. Transformer
  32. PipelineStage
  33. Logging
  34. Params
  35. Serializable
  36. Serializable
  37. Identifiable
  38. AnyRef
  39. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ORuleFitMOJOModel(uid: String)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  5. val algorithm: NullableStringParam

    Permalink
    Attributes
    protected
  6. def applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  7. def applyPredictionUdfToFlatDataFrame(flatDataFrame: DataFrame, udfConstructor: (Array[String]) ⇒ UserDefinedFunction, inputs: Array[String]): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OSupervisedMOJOModelH2OMOJOModelH2OMOJOFlattenedInput
  8. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  9. def booleanParam(name: String, doc: String): BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  10. final def clear(param: Param[_]): H2ORuleFitMOJOModel.this.type

    Permalink
    Definition Classes
    Params
  11. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  12. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  14. def copy(extra: ParamMap): H2OMOJOModel

    Permalink
    Definition Classes
    H2OMOJOModel → Model → Transformer → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  16. final val crossValidationMetrics: MapStringDoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  17. final val crossValidationMetricsObject: NullableMetricsParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  18. final val crossValidationMetricsSummary: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  19. var crossValidationModels: Array[H2OMOJOModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  20. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  21. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  22. val distribution: NullableStringParam

    Permalink
    Attributes
    protected
  23. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  24. def doubleParam(name: String, doc: String): DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  25. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  26. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  27. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params
  28. def explainParams(): String

    Permalink
    Definition Classes
    Params
  29. def extractAnomalyPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  30. def extractBinomialPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  31. def extractClusteringPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  32. def extractCoxPHPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  33. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  34. def extractDimReductionSimplePredictionColContent(): Column

    Permalink
  35. def extractFeatureImportances(outputJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  36. def extractFeatureTypes(outputJson: JsonObject): Map[String, String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  37. def extractMetrics(json: JsonObject, metricType: String): Map[String, Double]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  38. def extractMetricsObject(json: JsonObject, metricType: String, algoName: String, modelCategory: internals.H2OModelCategory.Value): H2OMetrics

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  39. def extractModelCategory(outputJson: JsonObject): internals.H2OModelCategory.Value

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  40. def extractMultinomialPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  41. def extractOrdinalPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  42. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params
  43. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params
  44. def extractParams(modelJson: JsonObject): Map[String, String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  45. def extractPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPrediction
  46. def extractRegressionPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  47. def extractScoringHistory(outputJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  48. def extractWordEmbeddingPredictionColContent(): Column

    Permalink
  49. final val featureImportances: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  50. final val featureTypes: MapStringStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    HasFeatureTypesOnMOJO
  51. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  52. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  53. def floatParam(name: String, doc: String): FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  54. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  55. def getAlgorithm(): String

    Permalink
  56. def getAnomalyPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  57. def getAnomalyPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  58. def getAnomalyPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  59. def getBinomialPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  60. def getBinomialPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  61. def getBinomialPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  62. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  63. def getClusteringPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  64. def getClusteringPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  65. def getClusteringPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  66. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

    Permalink
    Attributes
    protected
    Definition Classes
    PredictionWithContributions
  67. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  68. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  69. def getCoxPHPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  70. def getCoxPHPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  71. def getCoxPHPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  72. def getCrossValidationMetrics(): Map[String, Double]

    Permalink

    Returns a map of all combined cross-validation holdout metrics of the Double type.

    Returns a map of all combined cross-validation holdout metrics of the Double type.

    Definition Classes
    H2OMOJOModel
  73. def getCrossValidationMetricsObject(): H2OMetrics

    Permalink

    Returns an object holding all metrics of the Double type and also more complex performance information combined from cross-validation holdouts.

    Returns an object holding all metrics of the Double type and also more complex performance information combined from cross-validation holdouts.

    Definition Classes
    H2OMOJOModel
  74. def getCrossValidationMetricsSummary(): DataFrame

    Permalink

    Returns a data frame with information about performance of individual folds according to various model metrics.

    Returns a data frame with information about performance of individual folds according to various model metrics.

    Definition Classes
    H2OMOJOModel
  75. def getCrossValidationModels(): Seq[H2ORuleFitMOJOModel.this.type]

    Permalink
    Definition Classes
    H2OMOJOModel
  76. def getCurrentMetrics(): Map[String, Double]

    Permalink

    Returns a map of all metrics of the Double type.

    Returns a map of all metrics of the Double type. If the nfolds parameter was set, the metrics were combined from cross-validation holdouts. If cross validations wasn't enabled, the metrics were calculated from a validation dataset. If the validation dataset wasn't available, the metrics were calculated from the training dataset.

    Definition Classes
    H2OMOJOModel
  77. def getCurrentMetricsObject(): H2OMetrics

    Permalink

    Returns an object holding all metrics of the Double type and also more complex performance information.

    Returns an object holding all metrics of the Double type and also more complex performance information. If the nfolds parameter was set, the object was combined from cross-validation holdouts. If cross validations wasn't enabled, the object was calculated from a validation dataset. If the validation dataset wasn't available, the object was calculated from the training dataset.

    Definition Classes
    H2OMOJOModel
  78. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  79. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  80. def getDetailedPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPrediction
  81. def getDimReductionPredictionColSchema(): Seq[StructField]

    Permalink
  82. def getDimReductionPredictionSchema(): StructType

    Permalink
  83. def getDimReductionPredictionUDF(): UserDefinedFunction

    Permalink
  84. def getDistribution(): String

    Permalink
  85. def getDomainValues(): Map[String, Array[String]]

    Permalink
    Definition Classes
    H2OMOJOModel
  86. def getFeatureImportances(): DataFrame

    Permalink
    Definition Classes
    H2OMOJOModel
  87. def getFeatureTypes(): Map[String, String]

    Permalink
    Definition Classes
    HasFeatureTypesOnMOJO
  88. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  89. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredColsOnMOJO
  90. def getLabelCol(): String

    Permalink
  91. def getMaxNumRules(): Int

    Permalink
  92. def getMaxRuleLength(): Int

    Permalink
  93. def getMinRuleLength(): Int

    Permalink
  94. def getModelCategory(): String

    Permalink
    Definition Classes
    H2OMOJOModel
  95. def getModelDetails(): String

    Permalink
    Definition Classes
    H2OMOJOModel
  96. def getModelDetails(modelJson: JsonObject): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  97. def getModelJson(mojo: File): JsonObject

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  98. def getModelType(): String

    Permalink
  99. def getMultinomialPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  100. def getMultinomialPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  101. def getMultinomialPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  102. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  103. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2OSupervisedMOJOParams
  104. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params
  105. def getOrdinalPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  106. def getOrdinalPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  107. def getOrdinalPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  108. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params
  109. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  110. def getPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPrediction
  111. def getPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPrediction
  112. def getPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPrediction
  113. def getRegressionPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  114. def getRegressionPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  115. def getRegressionPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  116. def getRelevantColumnNames(flatDataFrame: DataFrame, inputs: Array[String]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  117. def getRuleGenerationNtrees(): Int

    Permalink
  118. def getScoringHistory(): DataFrame

    Permalink
    Definition Classes
    H2OMOJOModel
  119. def getSeed(): Long

    Permalink
  120. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

    Permalink
    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  121. def getTrainingMetrics(): Map[String, Double]

    Permalink

    Returns a map of all metrics of the Double type calculated on the training dataset.

    Returns a map of all metrics of the Double type calculated on the training dataset.

    Definition Classes
    H2OMOJOModel
  122. def getTrainingMetricsObject(): H2OMetrics

    Permalink

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the training dataset.

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the training dataset.

    Definition Classes
    H2OMOJOModel
  123. def getTrainingParams(): Map[String, String]

    Permalink
    Definition Classes
    H2OMOJOModel
  124. def getValidationMetrics(): Map[String, Double]

    Permalink

    Returns a map of all metrics of the Double type calculated on the validation dataset.

    Returns a map of all metrics of the Double type calculated on the validation dataset.

    Definition Classes
    H2OMOJOModel
  125. def getValidationMetricsObject(): H2OMetrics

    Permalink

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the validation dataset.

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the validation dataset.

    Definition Classes
    H2OMOJOModel
  126. def getWeightCol(): String

    Permalink
  127. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  128. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  129. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  130. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  131. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

    Permalink
  132. def getWordEmbeddingPredictionSchema(): StructType

    Permalink
  133. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

    Permalink
    Definition Classes
    Params
  135. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params
  136. def hasParent: Boolean

    Permalink
    Definition Classes
    Model
  137. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  138. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  139. def inputColumnNames: Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  140. def intArrayParam(name: String, doc: String): IntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  141. def intParam(name: String, doc: String): IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  142. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  143. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  144. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  145. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  146. def jsonFieldToDataFrame(outputJson: JsonObject, fieldName: String): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  147. val labelCol: Param[String]

    Permalink
    Attributes
    protected
  148. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  149. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  150. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  151. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  152. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  153. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  154. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  155. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  156. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  157. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  158. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  159. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  160. def longParam(name: String, doc: String): LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  161. val maxNumRules: IntParam

    Permalink
    Attributes
    protected
  162. val maxRuleLength: IntParam

    Permalink
    Attributes
    protected
  163. val minRuleLength: IntParam

    Permalink
    Attributes
    protected
  164. final val modelCategory: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  165. final val modelDetails: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  166. val modelType: NullableStringParam

    Permalink
    Attributes
    protected
  167. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  168. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  169. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  170. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  171. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  172. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  173. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  174. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  175. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  176. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  177. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  178. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  179. def nullableStringParam(name: String, doc: String): NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  180. def outputColumnName: String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  181. def param[T](name: String, doc: String): Param[T]

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  182. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params
  183. var parent: Estimator[H2OMOJOModel]

    Permalink
    Definition Classes
    Model
  184. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  185. val ruleGenerationNtrees: IntParam

    Permalink
    Attributes
    protected
  186. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  187. final val scoringHistory: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  188. val seed: LongParam

    Permalink
    Attributes
    protected
  189. final def set(paramPair: ParamPair[_]): H2ORuleFitMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  190. final def set(param: String, value: Any): H2ORuleFitMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  191. final def set[T](param: Param[T], value: T): H2ORuleFitMOJOModel.this.type

    Permalink
    Definition Classes
    Params
  192. final def setDefault(paramPairs: ParamPair[_]*): H2ORuleFitMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  193. final def setDefault[T](param: Param[T], value: T): H2ORuleFitMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  194. def setMojo(mojo: File): H2ORuleFitMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  195. def setMojo(mojo: InputStream, mojoName: String): H2ORuleFitMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  196. def setMojo(mojo: InputStream): H2ORuleFitMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  197. def setParent(parent: Estimator[H2OMOJOModel]): H2OMOJOModel

    Permalink
    Definition Classes
    Model
  198. def stringArrayParam(name: String, doc: String): StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  199. def stringParam(name: String, doc: String): Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  200. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  201. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any
  202. final val trainingMetrics: MapStringDoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  203. final val trainingMetricsObject: NullableMetricsParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  204. final val trainingParams: MapStringStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  205. def transform(dataset: Dataset[_]): DataFrame

    Permalink
    Definition Classes
    H2OAlgorithmMOJOModel → Transformer
  206. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  207. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  208. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OSupervisedMOJOModelH2OAlgorithmMOJOModel → PipelineStage
    Annotations
    @DeveloperApi()
  209. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  210. val uid: String

    Permalink
    Definition Classes
    H2ORuleFitMOJOModelH2OSupervisedMOJOModelH2OAlgorithmMOJOModel → Identifiable
  211. def unwrapMojoModel(): MojoModel

    Permalink

    The method returns an internal H2O-3 mojo model, which can be subsequently used with EasyPredictModelWrapper to perform predictions on individual rows.

    The method returns an internal H2O-3 mojo model, which can be subsequently used with EasyPredictModelWrapper to perform predictions on individual rows.

    Definition Classes
    H2OMOJOModel
  212. final val validationMetrics: MapStringDoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  213. final val validationMetricsObject: NullableMetricsParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  214. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  215. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  216. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  217. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
  218. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  219. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  220. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  221. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  222. def write: MLWriter

    Permalink
    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

Inherited from H2OSupervisedMOJOModel

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithmMOJOModel

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionCoxPH

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOModel

Inherited from HasFeatureTypesOnMOJO

Inherited from H2OBaseMOJOParams

Inherited from SpecificMOJOParameters

Inherited from H2OMOJOModelUtils

Inherited from Logging

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OMOJOFlattenedInput

Inherited from Model[H2OMOJOModel]

Inherited from Transformer

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