Class/Object

ai.h2o.sparkling.ml.models

H2OGBMMOJOModel

Related Docs: object H2OGBMMOJOModel | package models

Permalink

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

Linear Supertypes
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGBMMOJOModel
  2. HasIgnoredColsOnMOJO
  3. HasMonotoneConstraintsOnMOJO
  4. ParameterConstructorMethods
  5. H2OTreeBasedSupervisedMOJOModel
  6. H2OTreeBasedMOJOParams
  7. H2OSupervisedMOJOModel
  8. H2OSupervisedMOJOParams
  9. H2OAlgorithmMOJOModel
  10. H2OAlgorithmMOJOParams
  11. H2OMOJOPrediction
  12. H2OMOJOPredictionOrdinal
  13. H2OMOJOPredictionCoxPH
  14. H2OMOJOPredictionBinomial
  15. H2OMOJOPredictionClustering
  16. H2OMOJOPredictionDimReduction
  17. H2OMOJOPredictionMultinomial
  18. PredictionWithStageProbabilities
  19. H2OMOJOPredictionAnomaly
  20. H2OMOJOPredictionWordEmbedding
  21. H2OMOJOPredictionRegression
  22. PredictionWithContributions
  23. H2OMOJOModel
  24. HasFeatureTypesOnMOJO
  25. H2OBaseMOJOParams
  26. HasDataFrameSerializer
  27. SpecificMOJOParameters
  28. H2OMOJOModelUtils
  29. Logging
  30. H2OMOJOWritable
  31. MLWritable
  32. HasMojo
  33. H2OMOJOFlattenedInput
  34. Model
  35. Transformer
  36. PipelineStage
  37. Logging
  38. Params
  39. Serializable
  40. Serializable
  41. Identifiable
  42. AnyRef
  43. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGBMMOJOModel(uid: String)

    Permalink

Type Members

  1. class SerializationWarningsObject extends Serializable

    Permalink
    Definition Classes
    H2OMOJOModel

Value Members

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

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

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

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

    Permalink
    Definition Classes
    AnyRef → Any
  5. def applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

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

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

    Permalink
    Definition Classes
    Any
  8. val aucType: NullableStringParam

    Permalink
    Attributes
    protected
  9. val balanceClasses: BooleanParam

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

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

    Permalink
    Attributes
    protected
  12. val calibrateModel: BooleanParam

    Permalink
    Attributes
    protected
  13. val calibrationMethod: NullableStringParam

    Permalink
    Attributes
    protected
  14. val categoricalEncoding: NullableStringParam

    Permalink
    Attributes
    protected
  15. val checkConstantResponse: BooleanParam

    Permalink
    Attributes
    protected
  16. val classSamplingFactors: NullableFloatArrayParam

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

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

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  19. final val coefficients: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  20. val colSampleRate: DoubleParam

    Permalink
    Attributes
    protected
  21. val colSampleRateChangePerLevel: DoubleParam

    Permalink
    Attributes
    protected
  22. val colSampleRatePerTree: DoubleParam

    Permalink
    Attributes
    protected
  23. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  31. var crossValidationModelsScoringHistory: NullableDataFrameArrayParam

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

    Permalink
    Attributes
    protected
  33. val customMetricFunc: NullableStringParam

    Permalink
    Attributes
    protected
  34. final val dataFrameSerializer: Param[String]

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  36. final val defaultThreshold: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  37. final val detailedPredictionCol: Param[String]

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  41. final val endTime: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  42. final def eq(arg0: AnyRef): Boolean

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

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

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

    Permalink
    Definition Classes
    Params
  46. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
  47. def extractAnomalyPredictionColContent(): Column

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  50. def extractCoefficients(outputJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  51. def extractCoxPHPredictionColContent(): Column

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  56. def extractJsonFieldValue[T](outputJson: JsonObject, fieldName: String, getValue: (JsonElement) ⇒ T, defaultValue: T): T

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  57. def extractJsonTables(outputJson: JsonObject, fieldName: String): Array[DataFrame]

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  61. def extractModelSummary(outputJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected[ai.h2o.sparkling.ml.models]
    Definition Classes
    H2OMOJOModelUtils
  62. def extractMultinomialPredictionColContent(): Column

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

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

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

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

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

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

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

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

    Permalink
  71. final val featureImportances: NullableDataFrameParam

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

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

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

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

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

    Permalink
    Attributes
    protected
  77. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
  78. val gainsliftBins: IntParam

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  82. def getAnomalyPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

    Permalink
  84. def getBalanceClasses(): Boolean

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  87. def getBinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

    Permalink
  89. def getCalibrateModel(): Boolean

    Permalink
  90. def getCalibrationMethod(): String

    Permalink
  91. def getCategoricalEncoding(): String

    Permalink
  92. def getCheckConstantResponse(): Boolean

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  97. def getClusteringPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  98. def getCoefficients(): DataFrame

    Permalink
    Definition Classes
    H2OMOJOModel
  99. def getColSampleRate(): Double

    Permalink
  100. def getColSampleRateChangePerLevel(): Double

    Permalink
  101. def getColSampleRatePerTree(): Double

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

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  107. def getCoxPHPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

    Permalink

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

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

    Definition Classes
    H2OMOJOModel
  109. def getCrossValidationMetricsObject(): H2OMetrics

    Permalink

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

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

    Definition Classes
    H2OMOJOModel
  110. def getCrossValidationMetricsSummary(): DataFrame

    Permalink

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

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

    Definition Classes
    H2OMOJOModel
  111. def getCrossValidationModels(): Seq[H2OGBMMOJOModel.this.type]

    Permalink
    Definition Classes
    H2OMOJOModel
  112. def getCrossValidationModelsScoringHistory(): Array[DataFrame]

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

    Permalink

    Returns a map of all metrics of the Double type.

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

    Definition Classes
    H2OMOJOModel
  114. def getCurrentMetricsObject(): H2OMetrics

    Permalink

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

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

    Definition Classes
    H2OMOJOModel
  115. def getCustomDistributionFunc(): String

    Permalink
  116. def getCustomMetricFunc(): String

    Permalink
  117. def getDataFrameSerializer(): String

    Permalink
    Definition Classes
    HasDataFrameSerializer
  118. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  119. def getDefaultThreshold(): Double

    Permalink
    Definition Classes
    H2OMOJOModel
  120. def getDetailedPredictionCol(): String

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

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

    Permalink
  123. def getDimReductionPredictionSchema(): StructType

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

    Permalink
  125. def getDistribution(): String

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

    Permalink
    Definition Classes
    H2OMOJOModel
  127. def getEndTime(): Long

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

    Permalink
  129. def getFeatureImportances(): DataFrame

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

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

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  132. def getFoldAssignment(): String

    Permalink
  133. def getFoldCol(): String

    Permalink
  134. def getGainsliftBins(): Int

    Permalink
  135. def getHistogramType(): String

    Permalink
  136. def getHuberAlpha(): Double

    Permalink
  137. def getIgnoreConstCols(): Boolean

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

    Permalink
    Definition Classes
    HasIgnoredColsOnMOJO
  139. def getInTrainingCheckpointsDir(): String

    Permalink
  140. def getInTrainingCheckpointsTreeInterval(): Int

    Permalink
  141. def getInteractionConstraints(): Array[Array[String]]

    Permalink
  142. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
  143. def getKeepCrossValidationModels(): Boolean

    Permalink
  144. def getKeepCrossValidationPredictions(): Boolean

    Permalink
  145. def getLabelCol(): String

    Permalink
  146. def getLearnRate(): Double

    Permalink
  147. def getLearnRateAnnealing(): Double

    Permalink
  148. def getMaxAbsLeafnodePred(): Double

    Permalink
  149. def getMaxAfterBalanceSize(): Float

    Permalink
  150. def getMaxConfusionMatrixSize(): Int

    Permalink
  151. def getMaxDepth(): Int

    Permalink
  152. def getMaxRuntimeSecs(): Double

    Permalink
  153. def getMinRows(): Double

    Permalink
  154. def getMinSplitImprovement(): Double

    Permalink
  155. def getModelCategory(): String

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  159. def getModelSummary(): DataFrame

    Permalink
    Definition Classes
    H2OMOJOModel
  160. def getMonotoneConstraints(): Map[String, Double]

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  163. def getMultinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  164. def getNbins(): Int

    Permalink
  165. def getNbinsCats(): Int

    Permalink
  166. def getNbinsTopLevel(): Int

    Permalink
  167. def getNfolds(): Int

    Permalink
  168. def getNtrees(): Int

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  173. def getOrdinalPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

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

    Permalink
  176. def getPredictionCol(): String

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

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

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  183. def getRegressionPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  185. def getRunTime(): Long

    Permalink
    Definition Classes
    H2OMOJOModel
  186. def getSampleRate(): Double

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

    Permalink
  188. def getScoreEachIteration(): Boolean

    Permalink
  189. def getScoreTreeInterval(): Int

    Permalink
  190. def getScoringHistory(): DataFrame

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  193. def getStartTime(): Long

    Permalink
    Definition Classes
    H2OMOJOModel
  194. def getStoppingMetric(): String

    Permalink
  195. def getStoppingRounds(): Int

    Permalink
  196. def getStoppingTolerance(): Double

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

    Permalink

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

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

    Definition Classes
    H2OMOJOModel
  198. def getTrainingMetricsObject(): H2OMetrics

    Permalink

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

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

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

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

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

    Permalink

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

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

    Definition Classes
    H2OMOJOModel
  202. def getValidationMetricsObject(): H2OMetrics

    Permalink

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

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

    Definition Classes
    H2OMOJOModel
  203. def getWeightCol(): String

    Permalink
  204. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  205. def getWithLeafNodeAssignments(): Boolean

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

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

    Permalink
  208. def getWordEmbeddingPredictionSchema(): StructType

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

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

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

    Permalink
    Definition Classes
    Params
  212. def hasParent: Boolean

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

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

    Permalink
    Attributes
    protected
  215. val huberAlpha: DoubleParam

    Permalink
    Attributes
    protected
  216. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
  217. val inTrainingCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
  218. val inTrainingCheckpointsTreeInterval: IntParam

    Permalink
    Attributes
    protected
  219. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  220. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  224. val interactionConstraints: NullableStringArrayArrayParam

    Permalink
    Attributes
    protected
  225. final def isDefined(param: Param[_]): Boolean

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  230. def jsonFieldToDoubleArray(outputJson: JsonObject, fieldName: String): Array[Double]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  231. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
  232. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
  233. val keepCrossValidationPredictions: BooleanParam

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

    Permalink
    Attributes
    protected
  235. val learnRate: DoubleParam

    Permalink
    Attributes
    protected
  236. val learnRateAnnealing: DoubleParam

    Permalink
    Attributes
    protected
  237. def log: Logger

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

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

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

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

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

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
  251. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
  252. val maxConfusionMatrixSize: IntParam

    Permalink
    Attributes
    protected
  253. val maxDepth: IntParam

    Permalink
    Attributes
    protected
  254. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
  255. val minRows: DoubleParam

    Permalink
    Attributes
    protected
  256. val minSplitImprovement: DoubleParam

    Permalink
    Attributes
    protected
  257. final val modelCategory: NullableStringParam

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  259. final val modelSummary: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  260. val nbins: IntParam

    Permalink
    Attributes
    protected
  261. val nbinsCats: IntParam

    Permalink
    Attributes
    protected
  262. val nbinsTopLevel: IntParam

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

    Permalink
    Definition Classes
    AnyRef
  264. def nestedJsonFieldToDataFrame(outputJson: JsonObject, parentFieldName: String, fieldName: String): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  265. val nfolds: IntParam

    Permalink
    Attributes
    protected
  266. val nonSerializableField: AnyRef

    Permalink
    Definition Classes
    H2OMOJOModel
  267. final def notify(): Unit

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

    Permalink
    Definition Classes
    AnyRef
  269. final val ntrees: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTreeBasedMOJOParams
  270. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  271. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  272. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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

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

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

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

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

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

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

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

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

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

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

    Permalink
    Definition Classes
    Model
  284. val predNoiseBandwidth: DoubleParam

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  286. val quantileAlpha: DoubleParam

    Permalink
    Attributes
    protected
  287. final val runTime: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  288. val sampleRate: DoubleParam

    Permalink
    Attributes
    protected
  289. val sampleRatePerClass: NullableDoubleArrayParam

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

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

    Permalink
    Attributes
    protected
  292. val scoreTreeInterval: IntParam

    Permalink
    Attributes
    protected
  293. final val scoringHistory: NullableDataFrameParam

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

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

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

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

    Permalink
    Definition Classes
    Params
  298. def setDataFrameSerializer(fullClassName: String): H2OGBMMOJOModel.this.type

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  299. final def setDefault(paramPairs: ParamPair[_]*): H2OGBMMOJOModel.this.type

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

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

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

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

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

    Permalink
    Definition Classes
    Model
  305. final val startTime: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  306. val stoppingMetric: NullableStringParam

    Permalink
    Attributes
    protected
  307. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
  308. val stoppingTolerance: DoubleParam

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOModel → Identifiable → AnyRef → Any
  313. final val trainingMetrics: MapStringDoubleParam

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
  322. val uid: String

    Permalink
  323. def unwrapMojoModel(): MojoModel

    Permalink

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

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

    Definition Classes
    H2OMOJOModel
  324. final val validationMetrics: MapStringDoubleParam

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

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

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

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

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

    Permalink
    Attributes
    protected
  330. final val withContributions: BooleanParam

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

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

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

    Permalink
    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

Inherited from H2OTreeBasedMOJOParams

Inherited from H2OSupervisedMOJOModel

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithmMOJOModel

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionCoxPH

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOModel

Inherited from HasFeatureTypesOnMOJO

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from SpecificMOJOParameters

Inherited from H2OMOJOModelUtils

Inherited from Logging

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OMOJOFlattenedInput

Inherited from Model[H2OMOJOModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped