H2OXGBoostMOJOModel

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

   

   Attributes

   protected

   Definition Classes

   H2OMOJOFlattenedInput

6. def applyPredictionUdfToFlatDataFrame(flatDataFrame: DataFrame, udfConstructor: (Array[String]) ⇒ UserDefinedFunction, inputs: Array[String]): DataFrame

   

   Attributes

   protected

   Definition Classes

   H2OSupervisedMOJOModel → H2OMOJOModel → H2OMOJOFlattenedInput

7. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

8. val aucType: NullableStringParam

   

   Attributes

   protected

9. val backend: NullableStringParam

   

   Attributes

   protected

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

11. val booster: NullableStringParam

    

    Attributes

    protected

12. val buildTreeOneNode: BooleanParam

    

    Attributes

    protected

13. val calibrateModel: BooleanParam

    

    Attributes

    protected

14. val calibrationMethod: NullableStringParam

    

    Attributes

    protected

15. val categoricalEncoding: NullableStringParam

    

    Attributes

    protected

16. final def clear(param: Param[_]): H2OXGBoostMOJOModel.this.type

    

    Definition Classes

    Params

17. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

18. final val coefficients: NullableDataFrameParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

19. val colSampleByLevel: DoubleParam

    

    Attributes

    protected

20. val colSampleByNode: DoubleParam

    

    Attributes

    protected

21. val colSampleByTree: DoubleParam

    

    Attributes

    protected

22. val colSampleRate: DoubleParam

    

    Attributes

    protected

23. val colSampleRatePerTree: DoubleParam

    

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    protected

24. final val convertInvalidNumbersToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

25. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

26. def copy(extra: ParamMap): H2OMOJOModel

    

    Definition Classes

    H2OMOJOModel → Model → Transformer → PipelineStage → Params

27. def copyValues[T <: Params](to: T, extra: ParamMap): T

    

    Attributes

    protected

    Definition Classes

    Params

28. final val crossValidationMetrics: MapStringDoubleParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

29. final val crossValidationMetricsObject: NullableMetricsParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

30. final val crossValidationMetricsSummary: NullableDataFrameParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

31. var crossValidationModels: Array[H2OMOJOModel]

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

32. var crossValidationModelsScoringHistory: NullableDataFrameArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

33. val customMetricFunc: NullableStringParam

    

    Attributes

    protected

34. final val dataFrameSerializer: Param[String]

    

    Attributes

    protected

    Definition Classes

    HasDataFrameSerializer

35. final def defaultCopy[T <: Params](extra: ParamMap): T

    

    Attributes

    protected

    Definition Classes

    Params

36. final val defaultThreshold: DoubleParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

37. final val detailedPredictionCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

38. val distribution: NullableStringParam

    

    Attributes

    protected

39. val dmatrixType: NullableStringParam

    

    Attributes

    protected

40. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

41. def doubleParam(name: String, doc: String): DoubleParam

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

42. final val endTime: LongParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

43. final def eq(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

44. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

45. val eta: DoubleParam

    

    Attributes

    protected

46. val evalMetric: NullableStringParam

    

    Attributes

    protected

47. def explainParam(param: Param[_]): String

    

    Definition Classes

    Params

48. def explainParams(): String

    

    Definition Classes

    Params

49. val exportCheckpointsDir: NullableStringParam

    

    Attributes

    protected

50. def extractAnomalyPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAnomaly

51. def extractBinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionBinomial

52. def extractClusteringPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionClustering

53. def extractCoefficients(outputJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

54. def extractCoxPHPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionCoxPH

55. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

56. def extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

57. def extractFeatureImportances(outputJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

58. def extractFeatureTypes(outputJson: JsonObject): Map[String, String]

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

59. def extractJsonFieldValue[T](outputJson: JsonObject, fieldName: String, getValue: (JsonElement) ⇒ T, defaultValue: T): T

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

60. def extractJsonTables(outputJson: JsonObject, fieldName: String): Array[DataFrame]

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

61. def extractMetrics(json: JsonObject, metricType: String): Map[String, Double]

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

62. def extractMetricsObject(json: JsonObject, metricType: String, algoName: String, modelCategory: internals.H2OModelCategory.Value, dataFrameSerializerGetter: () ⇒ String): H2OMetrics

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

63. def extractModelCategory(outputJson: JsonObject): internals.H2OModelCategory.Value

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

64. def extractModelSummary(outputJson: JsonObject): DataFrame

    

    Attributes

    protected[ai.h2o.sparkling.ml.models]

    Definition Classes

    H2OMOJOModelUtils

65. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

66. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

67. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

68. final def extractParamMap(extra: ParamMap): ParamMap

    

    Definition Classes

    Params

69. def extractParams(modelJson: JsonObject): Map[String, String]

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

70. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

71. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

72. def extractScoringHistory(outputJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

73. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

74. final val featureImportances: NullableDataFrameParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

75. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    HasFeatureTypesOnMOJO

76. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

77. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

78. def floatParam(name: String, doc: String): FloatParam

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

79. val foldAssignment: NullableStringParam

    

    Attributes

    protected

80. val foldCol: NullableStringParam

    

    Attributes

    protected

81. val gainsliftBins: IntParam

    

    Attributes

    protected

82. val gamma: FloatParam

    

    Attributes

    protected

83. final def get[T](param: Param[T]): Option[T]

    

    Definition Classes

    Params

84. def getAnomalyPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAnomaly

85. def getAnomalyPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAnomaly

86. def getAnomalyPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAnomaly

87. def getAucType(): String

    

88. def getBackend(): String

    

89. def getBinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionBinomial

90. def getBinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionBinomial

91. def getBinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionBinomial

92. def getBooster(): String

    

93. def getBuildTreeOneNode(): Boolean

    

94. def getCalibrateModel(): Boolean

    

95. def getCalibrationMethod(): String

    

96. def getCategoricalEncoding(): String

    

97. final def getClass(): Class[_]

    

    Definition Classes

    AnyRef → Any

98. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

99. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

100. def getClusteringPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionClustering

101. def getCoefficients(): DataFrame

     

     Definition Classes

     H2OMOJOModel

102. def getColSampleByLevel(): Double

     

103. def getColSampleByNode(): Double

     

104. def getColSampleByTree(): Double

     

105. def getColSampleRate(): Double

     

106. def getColSampleRatePerTree(): Double

     

107. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithContributions

108. def getConvertInvalidNumbersToNa(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

109. def getConvertUnknownCategoricalLevelsToNa(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

110. def getCoxPHPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionCoxPH

111. def getCoxPHPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionCoxPH

112. def getCoxPHPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionCoxPH

113. def getCrossValidationMetrics(): Map[String, Double]

     

     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

114. def getCrossValidationMetricsObject(): H2OMetrics

     

     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

115. def getCrossValidationMetricsSummary(): DataFrame

     

     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

116. def getCrossValidationModels(): Seq[H2OXGBoostMOJOModel.this.type]

     

     Definition Classes

     H2OMOJOModel

117. def getCrossValidationModelsScoringHistory(): Array[DataFrame]

     

     Definition Classes

     H2OMOJOModel

118. def getCurrentMetrics(): Map[String, Double]

     

     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

119. def getCurrentMetricsObject(): H2OMetrics

     

     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

120. def getCustomMetricFunc(): String

     

121. def getDataFrameSerializer(): String

     

     Definition Classes

     HasDataFrameSerializer

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

     

     Definition Classes

     Params

123. def getDefaultThreshold(): Double

     

     Definition Classes

     H2OMOJOModel

124. def getDetailedPredictionCol(): String

     

     Definition Classes

     H2OAlgorithmMOJOParams

125. def getDetailedPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

126. def getDimReductionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionDimReduction

127. def getDimReductionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionDimReduction

128. def getDimReductionPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionDimReduction

129. def getDistribution(): String

     

130. def getDmatrixType(): String

     

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

     

     Definition Classes

     H2OMOJOModel

132. def getEndTime(): Long

     

     Definition Classes

     H2OMOJOModel

133. def getEta(): Double

     

134. def getEvalMetric(): String

     

135. def getExportCheckpointsDir(): String

     

136. def getFeatureImportances(): DataFrame

     

     Definition Classes

     H2OMOJOModel

137. def getFeatureTypes(): Map[String, String]

     

     Definition Classes

     HasFeatureTypesOnMOJO

138. def getFeaturesCols(): Array[String]

     

     Definition Classes

     H2OAlgorithmMOJOParams

139. def getFoldAssignment(): String

     

140. def getFoldCol(): String

     

141. def getGainsliftBins(): Int

     

142. def getGamma(): Float

     

143. def getGpuId(): Array[Int]

     

144. def getGrowPolicy(): String

     

145. def getIgnoreConstCols(): Boolean

     

146. def getIgnoredCols(): Array[String]

     

     Definition Classes

     HasIgnoredColsOnMOJO

147. def getInteractionConstraints(): Array[Array[String]]

     

148. def getKeepCrossValidationFoldAssignment(): Boolean

     

149. def getKeepCrossValidationModels(): Boolean

     

150. def getKeepCrossValidationPredictions(): Boolean

     

151. def getLabelCol(): String

     

152. def getLearnRate(): Double

     

153. def getMaxAbsLeafnodePred(): Float

     

154. def getMaxBins(): Int

     

155. def getMaxDeltaStep(): Float

     

156. def getMaxDepth(): Int

     

157. def getMaxLeaves(): Int

     

158. def getMaxRuntimeSecs(): Double

     

159. def getMinChildWeight(): Double

     

160. def getMinRows(): Double

     

161. def getMinSplitImprovement(): Float

     

162. def getModelCategory(): String

     

     Definition Classes

     H2OMOJOModel

163. def getModelDetails(): String

     

     Definition Classes

     H2OMOJOModel

164. def getModelDetails(modelJson: JsonObject): String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

165. def getModelJson(mojo: File): JsonObject

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

166. def getModelSummary(): DataFrame

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     HasMonotoneConstraintsOnMOJO

168. def getMultinomialPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionMultinomial

169. def getMultinomialPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionMultinomial

170. def getMultinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionMultinomial

171. def getNfolds(): Int

     

172. def getNormalizeType(): String

     

173. def getNthread(): Int

     

174. def getNtrees(): Int

     

     Definition Classes

     H2OTreeBasedMOJOParams

175. def getOffsetCol(): String

     

     Definition Classes

     H2OSupervisedMOJOParams

176. def getOneDrop(): Boolean

     

177. final def getOrDefault[T](param: Param[T]): T

     

     Definition Classes

     Params

178. def getOrdinalPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionOrdinal

179. def getOrdinalPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionOrdinal

180. def getOrdinalPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionOrdinal

181. def getParam(paramName: String): Param[Any]

     

     Definition Classes

     Params

182. def getPredictionCol(): String

     

     Definition Classes

     H2OAlgorithmMOJOParams

183. def getPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

184. def getPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPrediction

185. def getPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPrediction

186. def getQuietMode(): Boolean

     

187. def getRateDrop(): Float

     

188. def getRegAlpha(): Float

     

189. def getRegLambda(): Float

     

190. def getRegressionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionRegression

191. def getRegressionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionRegression

192. def getRegressionPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionRegression

193. def getRelevantColumnNames(flatDataFrame: DataFrame, inputs: Array[String]): Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOFlattenedInput

194. def getRunTime(): Long

     

     Definition Classes

     H2OMOJOModel

195. def getSampleRate(): Double

     

196. def getSampleType(): String

     

197. def getSaveMatrixDirectory(): String

     

198. def getScalePosWeight(): Float

     

199. def getScoreEachIteration(): Boolean

     

200. def getScoreEvalMetricOnly(): Boolean

     

201. def getScoreTreeInterval(): Int

     

202. def getScoringHistory(): DataFrame

     

     Definition Classes

     H2OMOJOModel

203. def getSeed(): Long

     

204. def getSkipDrop(): Float

     

205. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithStageProbabilities

206. def getStartTime(): Long

     

     Definition Classes

     H2OMOJOModel

207. def getStoppingMetric(): String

     

208. def getStoppingRounds(): Int

     

209. def getStoppingTolerance(): Double

     

210. def getSubsample(): Double

     

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

     

     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

212. def getTrainingMetricsObject(): H2OMetrics

     

     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

213. def getTrainingParams(): Map[String, String]

     

     Definition Classes

     H2OMOJOModel

214. def getTreeMethod(): String

     

215. def getTweediePower(): Double

     

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

     

     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

217. def getValidationMetricsObject(): H2OMetrics

     

     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

218. def getWeightCol(): String

     

219. def getWithContributions(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

220. def getWithLeafNodeAssignments(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

221. def getWithStageResults(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

222. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

223. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

224. def getWordEmbeddingPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config], featureCols: Seq[String]): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

225. val gpuId: NullableIntArrayParam

     

     Attributes

     protected

226. val growPolicy: NullableStringParam

     

     Attributes

     protected

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

     

     Definition Classes

     Params

228. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

229. def hasParent: Boolean

     

     Definition Classes

     Model

230. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

231. val ignoreConstCols: BooleanParam

     

     Attributes

     protected

232. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

233. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

234. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOModel → H2OMOJOFlattenedInput

235. def intArrayParam(name: String, doc: String): IntArrayParam

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

236. def intParam(name: String, doc: String): IntParam

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

237. val interactionConstraints: NullableStringArrayArrayParam

     

     Attributes

     protected

238. final def isDefined(param: Param[_]): Boolean

     

     Definition Classes

     Params

239. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

240. final def isSet(param: Param[_]): Boolean

     

     Definition Classes

     Params

241. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

242. def jsonFieldToDataFrame(outputJson: JsonObject, fieldName: String): DataFrame

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

243. def jsonFieldToDoubleArray(outputJson: JsonObject, fieldName: String): Array[Double]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

244. val keepCrossValidationFoldAssignment: BooleanParam

     

     Attributes

     protected

245. val keepCrossValidationModels: BooleanParam

     

     Attributes

     protected

246. val keepCrossValidationPredictions: BooleanParam

     

     Attributes

     protected

247. val labelCol: Param[String]

     

     Attributes

     protected

248. val learnRate: DoubleParam

     

     Attributes

     protected

249. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

250. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

251. def logDebug(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

252. def logError(msg: ⇒ String, throwable: Throwable): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

253. def logError(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

254. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

255. def logInfo(msg: ⇒ String): Unit

     

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     protected

     Definition Classes

     Logging

256. def logName: String

     

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     protected

     Definition Classes

     Logging

257. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

258. def logTrace(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

259. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

     

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     protected

     Definition Classes

     Logging

260. def logWarning(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

261. def longParam(name: String, doc: String): LongParam

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

262. val maxAbsLeafnodePred: FloatParam

     

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     protected

263. val maxBins: IntParam

     

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     protected

264. val maxDeltaStep: FloatParam

     

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265. val maxDepth: IntParam

     

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266. val maxLeaves: IntParam

     

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267. val maxRuntimeSecs: DoubleParam

     

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     protected

268. val minChildWeight: DoubleParam

     

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269. val minRows: DoubleParam

     

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270. val minSplitImprovement: FloatParam

     

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     protected

271. final val modelCategory: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

272. final val modelDetails: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

273. final val modelSummary: NullableDataFrameParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

274. final def ne(arg0: AnyRef): Boolean

     

     Definition Classes

     AnyRef

275. def nestedJsonFieldToDataFrame(outputJson: JsonObject, parentFieldName: String, fieldName: String): DataFrame

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

276. val nfolds: IntParam

     

     Attributes

     protected

277. val nonSerializableField: AnyRef

     

     Definition Classes

     H2OMOJOModel

278. val normalizeType: NullableStringParam

     

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     protected

279. final def notify(): Unit

     

     Definition Classes

     AnyRef

280. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

281. val nthread: IntParam

     

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282. final val ntrees: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OTreeBasedMOJOParams

283. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

284. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

285. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

     

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     Definition Classes

     ParameterConstructorMethods

286. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

     

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     Definition Classes

     ParameterConstructorMethods

287. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

     

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     Definition Classes

     ParameterConstructorMethods

288. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

     

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     protected

     Definition Classes

     ParameterConstructorMethods

289. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

     

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     Definition Classes

     ParameterConstructorMethods

290. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

     

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     Definition Classes

     ParameterConstructorMethods

291. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

     

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     Definition Classes

     ParameterConstructorMethods

292. def nullableStringParam(name: String, doc: String): NullableStringParam

     

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     Definition Classes

     ParameterConstructorMethods

293. val oneDrop: BooleanParam

     

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     protected

294. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOModel → H2OMOJOFlattenedInput

295. def param[T](name: String, doc: String): Param[T]

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

296. lazy val params: Array[Param[_]]

     

     Definition Classes

     Params

297. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

298. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

299. val quietMode: BooleanParam

     

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     protected

300. val rateDrop: FloatParam

     

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301. val regAlpha: FloatParam

     

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302. val regLambda: FloatParam

     

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303. final val runTime: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

304. val sampleRate: DoubleParam

     

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     protected

305. val sampleType: NullableStringParam

     

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     protected

306. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

     @Since( "1.6.0" ) @throws( ... )

307. val saveMatrixDirectory: NullableStringParam

     

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     protected

308. val scalePosWeight: FloatParam

     

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309. val scoreEachIteration: BooleanParam

     

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310. val scoreEvalMetricOnly: BooleanParam

     

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311. val scoreTreeInterval: IntParam

     

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312. final val scoringHistory: NullableDataFrameParam

     

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     protected

     Definition Classes

     H2OMOJOModel

313. val seed: LongParam

     

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     protected

314. final def set(paramPair: ParamPair[_]): H2OXGBoostMOJOModel.this.type

     

     Attributes

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     Definition Classes

     Params

315. final def set(param: String, value: Any): H2OXGBoostMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

316. final def set[T](param: Param[T], value: T): H2OXGBoostMOJOModel.this.type

     

     Definition Classes

     Params

317. def setDataFrameSerializer(fullClassName: String): H2OXGBoostMOJOModel.this.type

     

     Definition Classes

     H2OBaseMOJOParams

318. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoostMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

319. final def setDefault[T](param: Param[T], value: T): H2OXGBoostMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

320. def setMojo(mojo: File): H2OXGBoostMOJOModel.this.type

     

     Definition Classes

     HasMojo

321. def setMojo(mojo: InputStream, mojoName: String): H2OXGBoostMOJOModel.this.type

     

     Definition Classes

     HasMojo

322. def setMojo(mojo: InputStream): H2OXGBoostMOJOModel.this.type

     

     Definition Classes

     HasMojo

323. def setParent(parent: Estimator[H2OMOJOModel]): H2OMOJOModel

     

     Definition Classes

     Model

324. val skipDrop: FloatParam

     

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     protected

325. final val startTime: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

326. val stoppingMetric: NullableStringParam

     

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     protected

327. val stoppingRounds: IntParam

     

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328. val stoppingTolerance: DoubleParam

     

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329. def stringArrayParam(name: String, doc: String): StringArrayParam

     

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     Definition Classes

     ParameterConstructorMethods

330. def stringParam(name: String, doc: String): Param[String]

     

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     Definition Classes

     ParameterConstructorMethods

331. val subsample: DoubleParam

     

     Attributes

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332. final def synchronized[T0](arg0: ⇒ T0): T0

     

     Definition Classes

     AnyRef

333. def toString(): String

     

     Definition Classes

     H2OMOJOModel → Identifiable → AnyRef → Any

334. final val trainingMetrics: MapStringDoubleParam

     

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     protected

     Definition Classes

     H2OMOJOModel

335. final val trainingMetricsObject: NullableMetricsParam

     

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     protected

     Definition Classes

     H2OMOJOModel

336. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

337. def transform(dataset: Dataset[_]): DataFrame

     

     Definition Classes

     H2OAlgorithmMOJOModel → Transformer

338. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

339. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

340. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedMOJOModel → H2OAlgorithmMOJOModel → PipelineStage

     Annotations

     @DeveloperApi()

341. def transformSchema(schema: StructType, logging: Boolean): StructType

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

342. val treeMethod: NullableStringParam

     

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     protected

343. val tweediePower: DoubleParam

     

     Attributes

     protected

344. val uid: String

     

     Definition Classes

     H2OXGBoostMOJOModel → H2OTreeBasedSupervisedMOJOModel → H2OSupervisedMOJOModel → H2OAlgorithmMOJOModel → Identifiable

345. def unwrapMojoModel(): MojoModel

     

     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

346. final val validationMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

347. final val validationMetricsObject: NullableMetricsParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

348. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

349. final def wait(arg0: Long, arg1: Int): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

350. final def wait(arg0: Long): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

351. val weightCol: NullableStringParam

     

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     protected

352. final val withContributions: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

353. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

354. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

355. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable