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

    

    Attributes

    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. final val dataFrameSerializer: Param[String]

    

    Attributes

    protected

    Definition Classes

    HasDataFrameSerializer

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

    

    Attributes

    protected

    Definition Classes

    Params

35. final val defaultThreshold: DoubleParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

36. final val detailedPredictionCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

37. val distribution: NullableStringParam

    

    Attributes

    protected

38. val dmatrixType: NullableStringParam

    

    Attributes

    protected

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

41. final val endTime: LongParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    AnyRef

43. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

44. val eta: DoubleParam

    

    Attributes

    protected

45. val evalMetric: NullableStringParam

    

    Attributes

    protected

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

    

    Definition Classes

    Params

47. def explainParams(): String

    

    Definition Classes

    Params

48. val exportCheckpointsDir: NullableStringParam

    

    Attributes

    protected

49. def extractAnomalyPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAnomaly

50. def extractBinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionBinomial

51. def extractClusteringPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionClustering

52. def extractCoefficients(outputJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

53. def extractCoxPHPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionCoxPH

54. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

55. def extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

56. def extractFeatureImportances(outputJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

63. def extractModelSummary(outputJson: JsonObject): DataFrame

    

    Attributes

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

    Definition Classes

    H2OMOJOModelUtils

64. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

65. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

66. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

69. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

70. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

71. def extractScoringHistory(outputJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

72. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

73. final val featureImportances: NullableDataFrameParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

74. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    HasFeatureTypesOnMOJO

75. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

76. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

78. val foldAssignment: NullableStringParam

    

    Attributes

    protected

79. val foldCol: NullableStringParam

    

    Attributes

    protected

80. val gainsliftBins: IntParam

    

    Attributes

    protected

81. val gamma: FloatParam

    

    Attributes

    protected

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

    

    Definition Classes

    Params

83. def getAnomalyPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAnomaly

84. def getAnomalyPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAnomaly

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

    

    Definition Classes

    H2OMOJOPredictionAnomaly

86. def getAucType(): String

    

87. def getBackend(): String

    

88. def getBinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionBinomial

89. def getBinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionBinomial

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

    

    Definition Classes

    H2OMOJOPredictionBinomial

91. def getBooster(): String

    

92. def getBuildTreeOneNode(): Boolean

    

93. def getCalibrateModel(): Boolean

    

94. def getCalibrationMethod(): String

    

95. def getCategoricalEncoding(): String

    

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

    

    Definition Classes

    AnyRef → Any

97. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

98. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

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

    

    Definition Classes

    H2OMOJOPredictionClustering

100. def getCoefficients(): DataFrame

     

     Definition Classes

     H2OMOJOModel

101. def getColSampleByLevel(): Double

     

102. def getColSampleByNode(): Double

     

103. def getColSampleByTree(): Double

     

104. def getColSampleRate(): Double

     

105. def getColSampleRatePerTree(): Double

     

106. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithContributions

107. def getConvertInvalidNumbersToNa(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

108. def getConvertUnknownCategoricalLevelsToNa(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

109. def getCoxPHPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionCoxPH

110. def getCoxPHPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionCoxPH

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

     

     Definition Classes

     H2OMOJOPredictionCoxPH

112. 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

113. 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

114. 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

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

     

     Definition Classes

     H2OMOJOModel

116. def getCrossValidationModelsScoringHistory(): Array[DataFrame]

     

     Definition Classes

     H2OMOJOModel

117. 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

118. 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

119. def getDataFrameSerializer(): String

     

     Definition Classes

     HasDataFrameSerializer

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

     

     Definition Classes

     Params

121. def getDefaultThreshold(): Double

     

     Definition Classes

     H2OMOJOModel

122. def getDetailedPredictionCol(): String

     

     Definition Classes

     H2OAlgorithmMOJOParams

123. def getDetailedPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

124. def getDimReductionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionDimReduction

125. def getDimReductionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionDimReduction

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

     

     Definition Classes

     H2OMOJOPredictionDimReduction

127. def getDistribution(): String

     

128. def getDmatrixType(): String

     

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

     

     Definition Classes

     H2OMOJOModel

130. def getEndTime(): Long

     

     Definition Classes

     H2OMOJOModel

131. def getEta(): Double

     

132. def getEvalMetric(): String

     

133. def getExportCheckpointsDir(): String

     

134. def getFeatureImportances(): DataFrame

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     HasFeatureTypesOnMOJO

136. def getFeaturesCols(): Array[String]

     

     Definition Classes

     H2OAlgorithmMOJOParams

137. def getFoldAssignment(): String

     

138. def getFoldCol(): String

     

139. def getGainsliftBins(): Int

     

140. def getGamma(): Float

     

141. def getGpuId(): Array[Int]

     

142. def getGrowPolicy(): String

     

143. def getIgnoreConstCols(): Boolean

     

144. def getIgnoredCols(): Array[String]

     

     Definition Classes

     HasIgnoredColsOnMOJO

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

     

146. def getKeepCrossValidationFoldAssignment(): Boolean

     

147. def getKeepCrossValidationModels(): Boolean

     

148. def getKeepCrossValidationPredictions(): Boolean

     

149. def getLabelCol(): String

     

150. def getLearnRate(): Double

     

151. def getMaxAbsLeafnodePred(): Float

     

152. def getMaxBins(): Int

     

153. def getMaxDeltaStep(): Float

     

154. def getMaxDepth(): Int

     

155. def getMaxLeaves(): Int

     

156. def getMaxRuntimeSecs(): Double

     

157. def getMinChildWeight(): Double

     

158. def getMinRows(): Double

     

159. def getMinSplitImprovement(): Float

     

160. def getModelCategory(): String

     

     Definition Classes

     H2OMOJOModel

161. def getModelDetails(): String

     

     Definition Classes

     H2OMOJOModel

162. def getModelDetails(modelJson: JsonObject): String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

163. def getModelJson(mojo: File): JsonObject

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

164. def getModelSummary(): DataFrame

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     HasMonotoneConstraintsOnMOJO

166. def getMultinomialPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionMultinomial

167. def getMultinomialPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionMultinomial

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

     

     Definition Classes

     H2OMOJOPredictionMultinomial

169. def getNfolds(): Int

     

170. def getNormalizeType(): String

     

171. def getNthread(): Int

     

172. def getNtrees(): Int

     

     Definition Classes

     H2OTreeBasedMOJOParams

173. def getOffsetCol(): String

     

     Definition Classes

     H2OSupervisedMOJOParams

174. def getOneDrop(): Boolean

     

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

     

     Definition Classes

     Params

176. def getOrdinalPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionOrdinal

177. def getOrdinalPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionOrdinal

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

     

     Definition Classes

     H2OMOJOPredictionOrdinal

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

     

     Definition Classes

     Params

180. def getPredictionCol(): String

     

     Definition Classes

     H2OAlgorithmMOJOParams

181. def getPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

182. def getPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPrediction

183. def getPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPrediction

184. def getQuietMode(): Boolean

     

185. def getRateDrop(): Float

     

186. def getRegAlpha(): Float

     

187. def getRegLambda(): Float

     

188. def getRegressionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionRegression

189. def getRegressionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOFlattenedInput

192. def getRunTime(): Long

     

     Definition Classes

     H2OMOJOModel

193. def getSampleRate(): Double

     

194. def getSampleType(): String

     

195. def getSaveMatrixDirectory(): String

     

196. def getScalePosWeight(): Float

     

197. def getScoreEachIteration(): Boolean

     

198. def getScoreEvalMetricOnly(): Boolean

     

199. def getScoreTreeInterval(): Int

     

200. def getScoringHistory(): DataFrame

     

     Definition Classes

     H2OMOJOModel

201. def getSeed(): Long

     

202. def getSkipDrop(): Float

     

203. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithStageProbabilities

204. def getStartTime(): Long

     

     Definition Classes

     H2OMOJOModel

205. def getStoppingMetric(): String

     

206. def getStoppingRounds(): Int

     

207. def getStoppingTolerance(): Double

     

208. def getSubsample(): Double

     

209. 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

210. 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

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

     

     Definition Classes

     H2OMOJOModel

212. def getTreeMethod(): String

     

213. def getTweediePower(): Double

     

214. 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

215. 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

216. def getWeightCol(): String

     

217. def getWithContributions(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

218. def getWithLeafNodeAssignments(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

219. def getWithStageResults(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

220. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

221. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

223. val gpuId: NullableIntArrayParam

     

     Attributes

     protected

224. val growPolicy: NullableStringParam

     

     Attributes

     protected

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

     

     Definition Classes

     Params

226. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

227. def hasParent: Boolean

     

     Definition Classes

     Model

228. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

229. val ignoreConstCols: BooleanParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     Logging

231. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

232. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOModel → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

235. val interactionConstraints: NullableStringArrayArrayParam

     

     Attributes

     protected

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

     

     Definition Classes

     Params

237. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

239. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

242. val keepCrossValidationFoldAssignment: BooleanParam

     

     Attributes

     protected

243. val keepCrossValidationModels: BooleanParam

     

     Attributes

     protected

244. val keepCrossValidationPredictions: BooleanParam

     

     Attributes

     protected

245. val labelCol: Param[String]

     

     Attributes

     protected

246. val learnRate: DoubleParam

     

     Attributes

     protected

247. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

253. def logInfo(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

254. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

260. val maxAbsLeafnodePred: FloatParam

     

     Attributes

     protected

261. val maxBins: IntParam

     

     Attributes

     protected

262. val maxDeltaStep: FloatParam

     

     Attributes

     protected

263. val maxDepth: IntParam

     

     Attributes

     protected

264. val maxLeaves: IntParam

     

     Attributes

     protected

265. val maxRuntimeSecs: DoubleParam

     

     Attributes

     protected

266. val minChildWeight: DoubleParam

     

     Attributes

     protected

267. val minRows: DoubleParam

     

     Attributes

     protected

268. val minSplitImprovement: FloatParam

     

     Attributes

     protected

269. final val modelCategory: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

270. final val modelDetails: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

271. final val modelSummary: NullableDataFrameParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     AnyRef

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

274. val nfolds: IntParam

     

     Attributes

     protected

275. val nonSerializableField: AnyRef

     

     Definition Classes

     H2OMOJOModel

276. val normalizeType: NullableStringParam

     

     Attributes

     protected

277. final def notify(): Unit

     

     Definition Classes

     AnyRef

278. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

279. val nthread: IntParam

     

     Attributes

     protected

280. final val ntrees: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OTreeBasedMOJOParams

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

291. val oneDrop: BooleanParam

     

     Attributes

     protected

292. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOModel → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

295. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

296. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

297. val quietMode: BooleanParam

     

     Attributes

     protected

298. val rateDrop: FloatParam

     

     Attributes

     protected

299. val regAlpha: FloatParam

     

     Attributes

     protected

300. val regLambda: FloatParam

     

     Attributes

     protected

301. final val runTime: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

302. val sampleRate: DoubleParam

     

     Attributes

     protected

303. val sampleType: NullableStringParam

     

     Attributes

     protected

304. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

305. val saveMatrixDirectory: NullableStringParam

     

     Attributes

     protected

306. val scalePosWeight: FloatParam

     

     Attributes

     protected

307. val scoreEachIteration: BooleanParam

     

     Attributes

     protected

308. val scoreEvalMetricOnly: BooleanParam

     

     Attributes

     protected

309. val scoreTreeInterval: IntParam

     

     Attributes

     protected

310. final val scoringHistory: NullableDataFrameParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

311. val seed: LongParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     Params

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

     

     Definition Classes

     H2OBaseMOJOParams

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

322. val skipDrop: FloatParam

     

     Attributes

     protected

323. final val startTime: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

324. val stoppingMetric: NullableStringParam

     

     Attributes

     protected

325. val stoppingRounds: IntParam

     

     Attributes

     protected

326. val stoppingTolerance: DoubleParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

329. val subsample: DoubleParam

     

     Attributes

     protected

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

     

     Definition Classes

     AnyRef

331. def toString(): String

     

     Definition Classes

     H2OMOJOModel → Identifiable → AnyRef → Any

332. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

333. final val trainingMetricsObject: NullableMetricsParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

334. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OAlgorithmMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

338. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedMOJOModel → H2OAlgorithmMOJOModel → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

340. val treeMethod: NullableStringParam

     

     Attributes

     protected

341. val tweediePower: DoubleParam

     

     Attributes

     protected

342. val uid: String

     

     Definition Classes

     H2OXGBoostMOJOModel → H2OTreeBasedSupervisedMOJOModel → H2OSupervisedMOJOModel → H2OAlgorithmMOJOModel → Identifiable

343. 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

344. final val validationMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

345. final val validationMetricsObject: NullableMetricsParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

346. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

349. val weightCol: NullableStringParam

     

     Attributes

     protected

350. final val withContributions: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

351. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

352. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

353. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable