Class/Object

ai.h2o.sparkling.ml.models

H2OGBMMOJOModel

Related Docs: object H2OGBMMOJOModel | package models

Permalink

class H2OGBMMOJOModel extends H2OTreeBasedSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasMonotoneConstraintsOnMOJO with HasIgnoredColsOnMOJO

Linear Supertypes
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGBMMOJOModel
  2. HasIgnoredColsOnMOJO
  3. HasMonotoneConstraintsOnMOJO
  4. ParameterConstructorMethods
  5. H2OTreeBasedSupervisedMOJOModel
  6. H2OTreeBasedMOJOParams
  7. H2OSupervisedMOJOModel
  8. H2OSupervisedMOJOParams
  9. H2OMOJOModel
  10. SpecificMOJOParameters
  11. H2OMOJOPrediction
  12. H2OMOJOPredictionOrdinal
  13. H2OMOJOPredictionCoxPH
  14. H2OMOJOPredictionBinomial
  15. H2OMOJOPredictionClustering
  16. H2OMOJOPredictionDimReduction
  17. H2OMOJOPredictionMultinomial
  18. PredictionWithStageProbabilities
  19. H2OMOJOPredictionAutoEncoder
  20. H2OMOJOPredictionAnomaly
  21. H2OMOJOPredictionWordEmbedding
  22. H2OMOJOPredictionRegression
  23. PredictionWithContributions
  24. H2OMOJOModelBase
  25. H2OMOJOFlattenedInput
  26. H2OMOJOWritable
  27. MLWritable
  28. HasMojo
  29. H2OBaseMOJOParams
  30. Logging
  31. Model
  32. Transformer
  33. PipelineStage
  34. Logging
  35. Params
  36. Serializable
  37. Serializable
  38. Identifiable
  39. AnyRef
  40. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGBMMOJOModel(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. def applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

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

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

    Permalink
    Definition Classes
    Any
  8. val aucType: NullableStringParam

    Permalink
    Attributes
    protected
  9. val balanceClasses: BooleanParam

    Permalink
    Attributes
    protected
  10. def booleanParam(name: String, doc: String): BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  11. val buildTreeOneNode: BooleanParam

    Permalink
    Attributes
    protected
  12. val calibrateModel: BooleanParam

    Permalink
    Attributes
    protected
  13. val categoricalEncoding: NullableStringParam

    Permalink
    Attributes
    protected
  14. val checkConstantResponse: BooleanParam

    Permalink
    Attributes
    protected
  15. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected
  16. final def clear(param: Param[_]): H2OGBMMOJOModel.this.type

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

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  18. val colSampleRate: DoubleParam

    Permalink
    Attributes
    protected
  19. val colSampleRateChangePerLevel: DoubleParam

    Permalink
    Attributes
    protected
  20. val colSampleRatePerTree: DoubleParam

    Permalink
    Attributes
    protected
  21. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  26. val customDistributionFunc: NullableStringParam

    Permalink
    Attributes
    protected
  27. val customMetricFunc: NullableStringParam

    Permalink
    Attributes
    protected
  28. final def defaultCopy[T <: Params](extra: ParamMap): T

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  30. val distribution: NullableStringParam

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

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

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

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

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

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

    Permalink
    Definition Classes
    Params
  37. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
  38. def extractAnomalyPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  39. def extractAutoEncoderPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionAutoEncoder
  40. def extractBinomialPredictionColContent(): Column

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  43. def extractDimReductionSimplePredictionColContent(): Column

    Permalink
  44. def extractMultinomialPredictionColContent(): Column

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

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

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

    Permalink
    Definition Classes
    Params
  48. def extractPredictionColContent(): Column

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

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  50. def extractWordEmbeddingPredictionColContent(): Column

    Permalink
  51. final val featureImportances: NullableDataFrameParam

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelBase
  53. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  54. def finalize(): Unit

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  56. val foldAssignment: NullableStringParam

    Permalink
    Attributes
    protected
  57. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
  58. val gainsliftBins: IntParam

    Permalink
    Attributes
    protected
  59. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  60. def getAnomalyPredictionColSchema(): Seq[StructField]

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  63. def getAucType(): String

    Permalink
  64. def getAutoEncoderPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionAutoEncoder
  65. def getAutoEncoderPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionAutoEncoder
  66. def getAutoEncoderPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionAutoEncoder
  67. def getBalanceClasses(): Boolean

    Permalink
  68. def getBinomialPredictionColSchema(): Seq[StructField]

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  71. def getBuildTreeOneNode(): Boolean

    Permalink
  72. def getCalibrateModel(): Boolean

    Permalink
  73. def getCategoricalEncoding(): String

    Permalink
  74. def getCheckConstantResponse(): Boolean

    Permalink
  75. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  76. def getClassSamplingFactors(): Array[Float]

    Permalink
  77. def getClusteringPredictionColSchema(): Seq[StructField]

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  80. def getColSampleRate(): Double

    Permalink
  81. def getColSampleRateChangePerLevel(): Double

    Permalink
  82. def getColSampleRatePerTree(): Double

    Permalink
  83. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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

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

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

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOModel
  91. def getCustomDistributionFunc(): String

    Permalink
  92. def getCustomMetricFunc(): String

    Permalink
  93. final def getDefault[T](param: Param[T]): Option[T]

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

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  95. def getDetailedPredictionColSchema(): Seq[StructField]

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

    Permalink
  97. def getDimReductionPredictionSchema(): StructType

    Permalink
  98. def getDimReductionPredictionUDF(): UserDefinedFunction

    Permalink
  99. def getDistribution(): String

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

    Permalink
    Definition Classes
    H2OMOJOModel
  101. def getExportCheckpointsDir(): String

    Permalink
  102. def getFeatureImportances(): DataFrame

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

    Permalink
    Definition Classes
    H2OMOJOModelBase
  104. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  105. def getFoldAssignment(): String

    Permalink
  106. def getFoldCol(): String

    Permalink
  107. def getGainsliftBins(): Int

    Permalink
  108. def getHistogramType(): String

    Permalink
  109. def getHuberAlpha(): Double

    Permalink
  110. def getIgnoreConstCols(): Boolean

    Permalink
  111. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredColsOnMOJO
  112. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
  113. def getKeepCrossValidationModels(): Boolean

    Permalink
  114. def getKeepCrossValidationPredictions(): Boolean

    Permalink
  115. def getLabelCol(): String

    Permalink
  116. def getLearnRate(): Double

    Permalink
  117. def getLearnRateAnnealing(): Double

    Permalink
  118. def getMaxAbsLeafnodePred(): Double

    Permalink
  119. def getMaxAfterBalanceSize(): Float

    Permalink
  120. def getMaxConfusionMatrixSize(): Int

    Permalink
  121. def getMaxDepth(): Int

    Permalink
  122. def getMaxRuntimeSecs(): Double

    Permalink
  123. def getMinRows(): Double

    Permalink
  124. def getMinSplitImprovement(): Double

    Permalink
  125. def getModelCategory(): String

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

    Permalink
    Definition Classes
    H2OMOJOModel
  127. def getMojo(): File

    Permalink
    Attributes
    protected
    Definition Classes
    HasMojo
  128. def getMonotoneConstraints(): Map[String, Double]

    Permalink
    Definition Classes
    HasMonotoneConstraintsOnMOJO
  129. def getMultinomialPredictionColSchema(): Seq[StructField]

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

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

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

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  133. def getNbins(): Int

    Permalink
  134. def getNbinsCats(): Int

    Permalink
  135. def getNbinsTopLevel(): Int

    Permalink
  136. def getNfolds(): Int

    Permalink
  137. def getNtrees(): Int

    Permalink
    Definition Classes
    H2OTreeBasedMOJOParams
  138. def getOffsetCol(): String

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

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

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

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

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

    Permalink
    Definition Classes
    Params
  144. def getPredNoiseBandwidth(): Double

    Permalink
  145. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  146. def getPredictionColSchema(): Seq[StructField]

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

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

    Permalink
    Definition Classes
    H2OMOJOPrediction
  149. def getQuantileAlpha(): Double

    Permalink
  150. def getRegressionPredictionColSchema(): Seq[StructField]

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  154. def getSampleRate(): Double

    Permalink
  155. def getSampleRatePerClass(): Array[Double]

    Permalink
  156. def getScoreEachIteration(): Boolean

    Permalink
  157. def getScoreTreeInterval(): Int

    Permalink
  158. def getScoringHistory(): DataFrame

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  161. def getStoppingMetric(): String

    Permalink
  162. def getStoppingRounds(): Int

    Permalink
  163. def getStoppingTolerance(): Double

    Permalink
  164. def getTrainingMetrics(): Map[String, Double]

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

    Permalink
    Definition Classes
    H2OMOJOModel
  166. def getTweediePower(): Double

    Permalink
  167. def getValidationMetrics(): Map[String, Double]

    Permalink
    Definition Classes
    H2OMOJOModel
  168. def getWeightCol(): String

    Permalink
  169. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  170. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  171. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  172. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  173. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

    Permalink
  174. def getWordEmbeddingPredictionSchema(): StructType

    Permalink
  175. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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

    Permalink
    Definition Classes
    Params
  178. def hasParent: Boolean

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

    Permalink
    Definition Classes
    AnyRef → Any
  180. val histogramType: NullableStringParam

    Permalink
    Attributes
    protected
  181. val huberAlpha: DoubleParam

    Permalink
    Attributes
    protected
  182. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
  183. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelBaseH2OMOJOFlattenedInput
  185. def intArrayParam(name: String, doc: String): IntArrayParam

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  191. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
  192. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
  193. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
  194. val labelCol: Param[String]

    Permalink
    Attributes
    protected
  195. val learnRate: DoubleParam

    Permalink
    Attributes
    protected
  196. val learnRateAnnealing: DoubleParam

    Permalink
    Attributes
    protected
  197. def log: Logger

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

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

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

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

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  210. val maxAbsLeafnodePred: DoubleParam

    Permalink
    Attributes
    protected
  211. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
  212. val maxConfusionMatrixSize: IntParam

    Permalink
    Attributes
    protected
  213. val maxDepth: IntParam

    Permalink
    Attributes
    protected
  214. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
  215. val minRows: DoubleParam

    Permalink
    Attributes
    protected
  216. val minSplitImprovement: DoubleParam

    Permalink
    Attributes
    protected
  217. final val modelCategory: NullableStringParam

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  219. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  220. val nbins: IntParam

    Permalink
    Attributes
    protected
  221. val nbinsCats: IntParam

    Permalink
    Attributes
    protected
  222. val nbinsTopLevel: IntParam

    Permalink
    Attributes
    protected
  223. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  224. val nfolds: IntParam

    Permalink
    Attributes
    protected
  225. final def notify(): Unit

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

    Permalink
    Definition Classes
    AnyRef
  227. final val ntrees: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTreeBasedMOJOParams
  228. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelH2OMOJOModelBaseH2OMOJOFlattenedInput
  237. def param[T](name: String, doc: String): Param[T]

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

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

    Permalink
    Definition Classes
    Model
  240. val predNoiseBandwidth: DoubleParam

    Permalink
    Attributes
    protected
  241. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  242. val quantileAlpha: DoubleParam

    Permalink
    Attributes
    protected
  243. val sampleRate: DoubleParam

    Permalink
    Attributes
    protected
  244. val sampleRatePerClass: NullableDoubleArrayParam

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

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  246. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
  247. val scoreTreeInterval: IntParam

    Permalink
    Attributes
    protected
  248. final val scoringHistory: NullableDataFrameParam

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

    Permalink
    Attributes
    protected
  250. final def set(paramPair: ParamPair[_]): H2OGBMMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  251. final def set(param: String, value: Any): H2OGBMMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  252. final def set[T](param: Param[T], value: T): H2OGBMMOJOModel.this.type

    Permalink
    Definition Classes
    Params
  253. final def setDefault(paramPairs: ParamPair[_]*): H2OGBMMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  254. final def setDefault[T](param: Param[T], value: T): H2OGBMMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  255. def setMojo(mojo: File): H2OGBMMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  256. def setMojo(mojo: InputStream, mojoName: String): H2OGBMMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  257. def setMojo(mojo: InputStream): H2OGBMMOJOModel.this.type

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

    Permalink
    Definition Classes
    Model
  259. val stoppingMetric: NullableStringParam

    Permalink
    Attributes
    protected
  260. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
  261. val stoppingTolerance: DoubleParam

    Permalink
    Attributes
    protected
  262. def stringArrayParam(name: String, doc: String): StringArrayParam

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

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

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOModel → Transformer
  269. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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

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

    Permalink
    Definition Classes
    H2OSupervisedMOJOModelH2OMOJOModelBase → PipelineStage
    Annotations
    @DeveloperApi()
  272. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  273. val tweediePower: DoubleParam

    Permalink
    Attributes
    protected
  274. val uid: String

    Permalink
  275. 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
  276. final val validationMetrics: MapStringDoubleParam

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

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

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

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

    Permalink
    Attributes
    protected
  281. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  282. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  283. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  284. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  285. def write: MLWriter

    Permalink
    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

Inherited from H2OTreeBasedMOJOParams

Inherited from H2OSupervisedMOJOModel

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOModel

Inherited from SpecificMOJOParameters

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionCoxPH

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOModelBase[H2OMOJOModel]

Inherited from H2OMOJOFlattenedInput

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OBaseMOJOParams

Inherited from Logging

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