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

    

    Definition Classes

    Params

46. def explainParams(): String

    

    Definition Classes

    Params

47. val exportCheckpointsDir: NullableStringParam

    

    Attributes

    protected

48. def extractAnomalyPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAnomaly

49. def extractBinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionBinomial

50. def extractClusteringPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionClustering

51. def extractCoefficients(outputJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

52. def extractCoxPHPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionCoxPH

53. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

54. def extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

55. def extractFeatureImportances(outputJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

62. def extractModelSummary(outputJson: JsonObject): DataFrame

    

    Attributes

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

    Definition Classes

    H2OMOJOModelUtils

63. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

64. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

65. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

68. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

69. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

70. def extractScoringHistory(outputJson: JsonObject): DataFrame

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelUtils

71. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

72. final val featureImportances: NullableDataFrameParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

73. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    HasFeatureTypesOnMOJO

74. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

75. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

77. val foldAssignment: NullableStringParam

    

    Attributes

    protected

78. val foldCol: NullableStringParam

    

    Attributes

    protected

79. val gainsliftBins: IntParam

    

    Attributes

    protected

80. val gamma: FloatParam

    

    Attributes

    protected

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

    

    Definition Classes

    Params

82. def getAnomalyPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAnomaly

83. def getAnomalyPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAnomaly

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

    

    Definition Classes

    H2OMOJOPredictionAnomaly

85. def getAucType(): String

    

86. def getBackend(): String

    

87. def getBinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionBinomial

88. def getBinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionBinomial

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

    

    Definition Classes

    H2OMOJOPredictionBinomial

90. def getBooster(): String

    

91. def getBuildTreeOneNode(): Boolean

    

92. def getCalibrateModel(): Boolean

    

93. def getCalibrationMethod(): String

    

94. def getCategoricalEncoding(): String

    

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

    

    Definition Classes

    AnyRef → Any

96. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

97. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

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

    

    Definition Classes

    H2OMOJOPredictionClustering

99. def getCoefficients(): DataFrame

    

    Definition Classes

    H2OMOJOModel

100. def getColSampleByLevel(): Double

     

101. def getColSampleByNode(): Double

     

102. def getColSampleByTree(): Double

     

103. def getColSampleRate(): Double

     

104. def getColSampleRatePerTree(): Double

     

105. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithContributions

106. def getConvertInvalidNumbersToNa(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

107. def getConvertUnknownCategoricalLevelsToNa(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

108. def getCoxPHPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionCoxPH

109. def getCoxPHPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionCoxPH

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

     

     Definition Classes

     H2OMOJOPredictionCoxPH

111. 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

112. 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

113. 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

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

     

     Definition Classes

     H2OMOJOModel

115. def getCrossValidationModelsScoringHistory(): Array[DataFrame]

     

     Definition Classes

     H2OMOJOModel

116. 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

117. 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

118. def getDataFrameSerializer(): String

     

     Definition Classes

     HasDataFrameSerializer

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

     

     Definition Classes

     Params

120. def getDefaultThreshold(): Double

     

     Definition Classes

     H2OMOJOModel

121. def getDetailedPredictionCol(): String

     

     Definition Classes

     H2OAlgorithmMOJOParams

122. def getDetailedPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

123. def getDimReductionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionDimReduction

124. def getDimReductionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionDimReduction

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

     

     Definition Classes

     H2OMOJOPredictionDimReduction

126. def getDistribution(): String

     

127. def getDmatrixType(): String

     

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

     

     Definition Classes

     H2OMOJOModel

129. def getEndTime(): Long

     

     Definition Classes

     H2OMOJOModel

130. def getEta(): Double

     

131. def getExportCheckpointsDir(): String

     

132. def getFeatureImportances(): DataFrame

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     HasFeatureTypesOnMOJO

134. def getFeaturesCols(): Array[String]

     

     Definition Classes

     H2OAlgorithmMOJOParams

135. def getFoldAssignment(): String

     

136. def getFoldCol(): String

     

137. def getGainsliftBins(): Int

     

138. def getGamma(): Float

     

139. def getGpuId(): Array[Int]

     

140. def getGrowPolicy(): String

     

141. def getIgnoreConstCols(): Boolean

     

142. def getIgnoredCols(): Array[String]

     

     Definition Classes

     HasIgnoredColsOnMOJO

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

     

144. def getKeepCrossValidationFoldAssignment(): Boolean

     

145. def getKeepCrossValidationModels(): Boolean

     

146. def getKeepCrossValidationPredictions(): Boolean

     

147. def getLabelCol(): String

     

148. def getLearnRate(): Double

     

149. def getMaxAbsLeafnodePred(): Float

     

150. def getMaxBins(): Int

     

151. def getMaxDeltaStep(): Float

     

152. def getMaxDepth(): Int

     

153. def getMaxLeaves(): Int

     

154. def getMaxRuntimeSecs(): Double

     

155. def getMinChildWeight(): Double

     

156. def getMinRows(): Double

     

157. def getMinSplitImprovement(): Float

     

158. def getModelCategory(): String

     

     Definition Classes

     H2OMOJOModel

159. def getModelDetails(): String

     

     Definition Classes

     H2OMOJOModel

160. def getModelDetails(modelJson: JsonObject): String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

161. def getModelJson(mojo: File): JsonObject

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

162. def getModelSummary(): DataFrame

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     HasMonotoneConstraintsOnMOJO

164. def getMultinomialPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionMultinomial

165. def getMultinomialPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionMultinomial

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

     

     Definition Classes

     H2OMOJOPredictionMultinomial

167. def getNamedMojoOutputColumns(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

     Annotations

     @DeprecatedMethod( x$2 , x$1 )

168. def getNfolds(): Int

     

169. def getNormalizeType(): String

     

170. def getNthread(): Int

     

171. def getNtrees(): Int

     

     Definition Classes

     H2OTreeBasedMOJOParams

172. def getOffsetCol(): String

     

     Definition Classes

     H2OSupervisedMOJOParams

173. def getOneDrop(): Boolean

     

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

     

     Definition Classes

     Params

175. def getOrdinalPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionOrdinal

176. def getOrdinalPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionOrdinal

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

     

     Definition Classes

     H2OMOJOPredictionOrdinal

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

     

     Definition Classes

     Params

179. def getPredictionCol(): String

     

     Definition Classes

     H2OAlgorithmMOJOParams

180. def getPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

181. def getPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPrediction

182. def getPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPrediction

183. def getQuietMode(): Boolean

     

184. def getRateDrop(): Float

     

185. def getRegAlpha(): Float

     

186. def getRegLambda(): Float

     

187. def getRegressionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionRegression

188. def getRegressionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOFlattenedInput

191. def getRunTime(): Long

     

     Definition Classes

     H2OMOJOModel

192. def getSampleRate(): Double

     

193. def getSampleType(): String

     

194. def getSaveMatrixDirectory(): String

     

195. def getScalePosWeight(): Float

     

196. def getScoreEachIteration(): Boolean

     

197. def getScoreTreeInterval(): Int

     

198. def getScoringHistory(): DataFrame

     

     Definition Classes

     H2OMOJOModel

199. def getSeed(): Long

     

200. def getSkipDrop(): Float

     

201. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithStageProbabilities

202. def getStartTime(): Long

     

     Definition Classes

     H2OMOJOModel

203. def getStoppingMetric(): String

     

204. def getStoppingRounds(): Int

     

205. def getStoppingTolerance(): Double

     

206. def getSubsample(): Double

     

207. 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

208. 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

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

     

     Definition Classes

     H2OMOJOModel

210. def getTreeMethod(): String

     

211. def getTweediePower(): Double

     

212. 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

213. 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

214. def getWeightCol(): String

     

215. def getWithContributions(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

216. def getWithLeafNodeAssignments(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

217. def getWithStageResults(): Boolean

     

     Definition Classes

     H2OAlgorithmMOJOParams

218. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

219. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

221. val gpuId: NullableIntArrayParam

     

     Attributes

     protected

222. val growPolicy: NullableStringParam

     

     Attributes

     protected

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

     

     Definition Classes

     Params

224. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

225. def hasParent: Boolean

     

     Definition Classes

     Model

226. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

227. val ignoreConstCols: BooleanParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     Logging

229. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

230. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOModel → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

233. val interactionConstraints: NullableStringArrayArrayParam

     

     Attributes

     protected

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

     

     Definition Classes

     Params

235. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

237. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

240. val keepCrossValidationFoldAssignment: BooleanParam

     

     Attributes

     protected

241. val keepCrossValidationModels: BooleanParam

     

     Attributes

     protected

242. val keepCrossValidationPredictions: BooleanParam

     

     Attributes

     protected

243. val labelCol: Param[String]

     

     Attributes

     protected

244. val learnRate: DoubleParam

     

     Attributes

     protected

245. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

251. def logInfo(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

252. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

258. val maxAbsLeafnodePred: FloatParam

     

     Attributes

     protected

259. val maxBins: IntParam

     

     Attributes

     protected

260. val maxDeltaStep: FloatParam

     

     Attributes

     protected

261. val maxDepth: IntParam

     

     Attributes

     protected

262. val maxLeaves: IntParam

     

     Attributes

     protected

263. val maxRuntimeSecs: DoubleParam

     

     Attributes

     protected

264. val minChildWeight: DoubleParam

     

     Attributes

     protected

265. val minRows: DoubleParam

     

     Attributes

     protected

266. val minSplitImprovement: FloatParam

     

     Attributes

     protected

267. final val modelCategory: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

268. final val modelDetails: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

269. final val modelSummary: NullableDataFrameParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

270. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

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

     

     Definition Classes

     AnyRef

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelUtils

273. val nfolds: IntParam

     

     Attributes

     protected

274. val nonSerializableField: AnyRef

     

     Definition Classes

     H2OMOJOModel

275. val normalizeType: NullableStringParam

     

     Attributes

     protected

276. final def notify(): Unit

     

     Definition Classes

     AnyRef

277. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

278. val nthread: IntParam

     

     Attributes

     protected

279. final val ntrees: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OTreeBasedMOJOParams

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

289. val oneDrop: BooleanParam

     

     Attributes

     protected

290. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOModel → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

293. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

294. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

295. val quietMode: BooleanParam

     

     Attributes

     protected

296. val rateDrop: FloatParam

     

     Attributes

     protected

297. val regAlpha: FloatParam

     

     Attributes

     protected

298. val regLambda: FloatParam

     

     Attributes

     protected

299. final val runTime: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

300. val sampleRate: DoubleParam

     

     Attributes

     protected

301. val sampleType: NullableStringParam

     

     Attributes

     protected

302. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

303. val saveMatrixDirectory: NullableStringParam

     

     Attributes

     protected

304. val scalePosWeight: FloatParam

     

     Attributes

     protected

305. val scoreEachIteration: BooleanParam

     

     Attributes

     protected

306. val scoreTreeInterval: IntParam

     

     Attributes

     protected

307. final val scoringHistory: NullableDataFrameParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

308. val seed: LongParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     Params

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

     

     Definition Classes

     H2OBaseMOJOParams

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

319. val skipDrop: FloatParam

     

     Attributes

     protected

320. final val startTime: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

321. val stoppingMetric: NullableStringParam

     

     Attributes

     protected

322. val stoppingRounds: IntParam

     

     Attributes

     protected

323. val stoppingTolerance: DoubleParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

326. val subsample: DoubleParam

     

     Attributes

     protected

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

     

     Definition Classes

     AnyRef

328. def toString(): String

     

     Definition Classes

     H2OMOJOModel → Identifiable → AnyRef → Any

329. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

330. final val trainingMetricsObject: NullableMetricsParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

331. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OAlgorithmMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

335. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedMOJOModel → H2OAlgorithmMOJOModel → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

337. val treeMethod: NullableStringParam

     

     Attributes

     protected

338. val tweediePower: DoubleParam

     

     Attributes

     protected

339. val uid: String

     

     Definition Classes

     H2OXGBoostMOJOModel → H2OTreeBasedSupervisedMOJOModel → H2OSupervisedMOJOModel → H2OAlgorithmMOJOModel → Identifiable

340. 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

341. final val validationMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

342. final val validationMetricsObject: NullableMetricsParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

343. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

346. val weightCol: NullableStringParam

     

     Attributes

     protected

347. final val withContributions: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

348. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

349. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

350. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable