Class/Object

ai.h2o.sparkling.ml.models

H2ODeepLearningMOJOModel

Related Docs: object H2ODeepLearningMOJOModel | package models

Permalink

class H2ODeepLearningMOJOModel extends H2OSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO with HasDeprecatedVariableImportancesOnMOJO with HasDeprecatedAutoencoderOnMOJO

Linear Supertypes
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2ODeepLearningMOJOModel
  2. HasDeprecatedAutoencoderOnMOJO
  3. HasDeprecatedVariableImportancesOnMOJO
  4. HasIgnoredColsOnMOJO
  5. ParameterConstructorMethods
  6. H2OSupervisedMOJOModel
  7. H2OSupervisedMOJOParams
  8. H2OAlgorithmMOJOModel
  9. H2OAlgorithmMOJOParams
  10. H2OMOJOPrediction
  11. H2OMOJOPredictionOrdinal
  12. H2OMOJOPredictionCoxPH
  13. H2OMOJOPredictionBinomial
  14. H2OMOJOPredictionClustering
  15. H2OMOJOPredictionDimReduction
  16. H2OMOJOPredictionMultinomial
  17. PredictionWithStageProbabilities
  18. H2OMOJOPredictionAnomaly
  19. H2OMOJOPredictionWordEmbedding
  20. H2OMOJOPredictionRegression
  21. PredictionWithContributions
  22. H2OMOJOModel
  23. HasFeatureTypesOnMOJO
  24. H2OBaseMOJOParams
  25. HasDataFrameSerializer
  26. SpecificMOJOParameters
  27. H2OMOJOModelUtils
  28. Logging
  29. H2OMOJOWritable
  30. MLWritable
  31. HasMojo
  32. H2OMOJOFlattenedInput
  33. Model
  34. Transformer
  35. PipelineStage
  36. Logging
  37. Params
  38. Serializable
  39. Serializable
  40. Identifiable
  41. AnyRef
  42. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODeepLearningMOJOModel(uid: String)

    Permalink

Value Members

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

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

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

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

    Permalink
    Definition Classes
    AnyRef → Any
  5. val activation: NullableStringParam

    Permalink
    Attributes
    protected
  6. val adaptiveRate: BooleanParam

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

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

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

    Permalink
    Definition Classes
    Any
  10. val aucType: NullableStringParam

    Permalink
    Attributes
    protected
  11. val averageActivation: DoubleParam

    Permalink
    Attributes
    protected
  12. val balanceClasses: BooleanParam

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  14. val calculateFeatureImportances: BooleanParam

    Permalink
    Attributes
    protected
  15. val categoricalEncoding: NullableStringParam

    Permalink
    Attributes
    protected
  16. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected
  17. val classificationStop: DoubleParam

    Permalink
    Attributes
    protected
  18. final def clear(param: Param[_]): H2ODeepLearningMOJOModel.this.type

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

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  20. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  28. final val dataFrameSerializer: Param[String]

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  32. val diagnostics: BooleanParam

    Permalink
    Attributes
    protected
  33. val distribution: NullableStringParam

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  36. val elasticAveraging: BooleanParam

    Permalink
    Attributes
    protected
  37. val elasticAveragingMovingRate: DoubleParam

    Permalink
    Attributes
    protected
  38. val elasticAveragingRegularization: DoubleParam

    Permalink
    Attributes
    protected
  39. final val endTime: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  40. val epochs: DoubleParam

    Permalink
    Attributes
    protected
  41. val epsilon: DoubleParam

    Permalink
    Attributes
    protected
  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. val exportWeightsAndBiases: BooleanParam

    Permalink
    Attributes
    protected
  48. def extractAnomalyPredictionColContent(): Column

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  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 extractMetrics(json: JsonObject, metricType: String): Map[String, Double]

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  60. def extractMultinomialPredictionColContent(): Column

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

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

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

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

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

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

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

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

    Permalink
  69. val fastMode: BooleanParam

    Permalink
    Attributes
    protected
  70. final val featureImportances: NullableDataFrameParam

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

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

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

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

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

    Permalink
    Attributes
    protected
  76. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
  77. val forceLoadBalance: BooleanParam

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

    Permalink
    Definition Classes
    Params
  79. def getActivation(): String

    Permalink
  80. def getAdaptiveRate(): Boolean

    Permalink
  81. def getAnomalyPredictionColSchema(): Seq[StructField]

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

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

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

    Permalink
  85. def getAutoencoder(): Boolean

    Permalink
    Definition Classes
    HasDeprecatedAutoencoderOnMOJO
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  86. def getAverageActivation(): Double

    Permalink
  87. def getBalanceClasses(): Boolean

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  91. def getCalculateFeatureImportances(): Boolean

    Permalink
  92. def getCategoricalEncoding(): String

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

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

    Permalink
  95. def getClassificationStop(): Double

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  99. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  105. 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
  106. 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
  107. 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
  108. def getCrossValidationModels(): Seq[H2ODeepLearningMOJOModel.this.type]

    Permalink
    Definition Classes
    H2OMOJOModel
  109. 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
  110. 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
  111. def getDataFrameSerializer(): String

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPrediction
  116. def getDiagnostics(): Boolean

    Permalink
  117. def getDimReductionPredictionColSchema(): Seq[StructField]

    Permalink
  118. def getDimReductionPredictionSchema(): StructType

    Permalink
  119. def getDimReductionPredictionUDF(): UserDefinedFunction

    Permalink
  120. def getDistribution(): String

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

    Permalink
    Definition Classes
    H2OMOJOModel
  122. def getElasticAveraging(): Boolean

    Permalink
  123. def getElasticAveragingMovingRate(): Double

    Permalink
  124. def getElasticAveragingRegularization(): Double

    Permalink
  125. def getEndTime(): Long

    Permalink
    Definition Classes
    H2OMOJOModel
  126. def getEpochs(): Double

    Permalink
  127. def getEpsilon(): Double

    Permalink
  128. def getExportCheckpointsDir(): String

    Permalink
  129. def getExportWeightsAndBiases(): Boolean

    Permalink
  130. def getFastMode(): Boolean

    Permalink
  131. def getFeatureImportances(): DataFrame

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

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

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

    Permalink
  135. def getFoldCol(): String

    Permalink
  136. def getForceLoadBalance(): Boolean

    Permalink
  137. def getHidden(): Array[Int]

    Permalink
  138. def getHiddenDropoutRatios(): Array[Double]

    Permalink
  139. def getHuberAlpha(): Double

    Permalink
  140. def getIgnoreConstCols(): Boolean

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

    Permalink
    Definition Classes
    HasIgnoredColsOnMOJO
  142. def getInitialWeightDistribution(): String

    Permalink
  143. def getInitialWeightScale(): Double

    Permalink
  144. def getInputDropoutRatio(): Double

    Permalink
  145. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
  146. def getKeepCrossValidationModels(): Boolean

    Permalink
  147. def getKeepCrossValidationPredictions(): Boolean

    Permalink
  148. def getL1(): Double

    Permalink
  149. def getL2(): Double

    Permalink
  150. def getLabelCol(): String

    Permalink
  151. def getLoss(): String

    Permalink
  152. def getMaxAfterBalanceSize(): Float

    Permalink
  153. def getMaxCategoricalFeatures(): Int

    Permalink
  154. def getMaxRuntimeSecs(): Double

    Permalink
  155. def getMaxW2(): Float

    Permalink
  156. def getMiniBatchSize(): Int

    Permalink
  157. def getMissingValuesHandling(): String

    Permalink
  158. def getModelCategory(): String

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  162. def getMomentumRamp(): Double

    Permalink
  163. def getMomentumStable(): Double

    Permalink
  164. def getMomentumStart(): Double

    Permalink
  165. def getMultinomialPredictionColSchema(): Seq[StructField]

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

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

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

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  169. def getNesterovAcceleratedGradient(): Boolean

    Permalink
  170. def getNfolds(): Int

    Permalink
  171. def getOffsetCol(): String

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  176. def getOverwriteWithBestModel(): Boolean

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

    Permalink
    Definition Classes
    Params
  178. def getPredictionCol(): String

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

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

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

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

    Permalink
  183. def getQuietMode(): Boolean

    Permalink
  184. def getRate(): Double

    Permalink
  185. def getRateAnnealing(): Double

    Permalink
  186. def getRateDecay(): Double

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  190. def getRegressionStop(): Double

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  192. def getReplicateTrainingData(): Boolean

    Permalink
  193. def getReproducible(): Boolean

    Permalink
  194. def getRho(): Double

    Permalink
  195. def getRunTime(): Long

    Permalink
    Definition Classes
    H2OMOJOModel
  196. def getScoreDutyCycle(): Double

    Permalink
  197. def getScoreEachIteration(): Boolean

    Permalink
  198. def getScoreInterval(): Double

    Permalink
  199. def getScoreTrainingSamples(): Long

    Permalink
  200. def getScoreValidationSamples(): Long

    Permalink
  201. def getScoreValidationSampling(): String

    Permalink
  202. def getScoringHistory(): DataFrame

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

    Permalink
  204. def getShuffleTrainingData(): Boolean

    Permalink
  205. def getSingleNodeMode(): Boolean

    Permalink
  206. def getSparse(): Boolean

    Permalink
  207. def getSparsityBeta(): Double

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

    Permalink
    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  209. def getStandardize(): Boolean

    Permalink
  210. def getStartTime(): Long

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

    Permalink
  212. def getStoppingRounds(): Int

    Permalink
  213. def getStoppingTolerance(): Double

    Permalink
  214. def getTargetRatioCommToComp(): Double

    Permalink
  215. def getTrainSamplesPerIteration(): Long

    Permalink
  216. 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
  217. 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
  218. def getTrainingParams(): Map[String, String]

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

    Permalink
  220. def getUseAllFactorLevels(): Boolean

    Permalink
  221. 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
  222. 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
  223. def getVariableImportances(): Boolean

    Permalink
    Definition Classes
    HasDeprecatedVariableImportancesOnMOJO
    Annotations
    @DeprecatedMethod( "getCalculateFeatureImportances" , "3.38" )
  224. def getWeightCol(): String

    Permalink
  225. def getWithContributions(): Boolean

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

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

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

    Permalink
  229. def getWordEmbeddingPredictionSchema(): StructType

    Permalink
  230. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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

    Permalink
    Definition Classes
    Params
  233. def hasParent: Boolean

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

    Permalink
    Definition Classes
    AnyRef → Any
  235. val hidden: IntArrayParam

    Permalink
    Attributes
    protected
  236. val hiddenDropoutRatios: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
  237. val huberAlpha: DoubleParam

    Permalink
    Attributes
    protected
  238. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
  239. val initialWeightDistribution: NullableStringParam

    Permalink
    Attributes
    protected
  240. val initialWeightScale: DoubleParam

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  244. val inputDropoutRatio: DoubleParam

    Permalink
    Attributes
    protected
  245. def intArrayParam(name: String, doc: String): IntArrayParam

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
  254. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
  255. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
  256. val l1: DoubleParam

    Permalink
    Attributes
    protected
  257. val l2: DoubleParam

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

    Permalink
    Attributes
    protected
  259. def log: Logger

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

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

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

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

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  272. val loss: NullableStringParam

    Permalink
    Attributes
    protected
  273. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
  274. val maxCategoricalFeatures: IntParam

    Permalink
    Attributes
    protected
  275. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
  276. val maxW2: FloatParam

    Permalink
    Attributes
    protected
  277. val miniBatchSize: IntParam

    Permalink
    Attributes
    protected
  278. val missingValuesHandling: NullableStringParam

    Permalink
    Attributes
    protected
  279. final val modelCategory: NullableStringParam

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  281. val momentumRamp: DoubleParam

    Permalink
    Attributes
    protected
  282. val momentumStable: DoubleParam

    Permalink
    Attributes
    protected
  283. val momentumStart: DoubleParam

    Permalink
    Attributes
    protected
  284. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  285. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  286. val nesterovAcceleratedGradient: BooleanParam

    Permalink
    Attributes
    protected
  287. val nfolds: IntParam

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

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

    Permalink
    Definition Classes
    AnyRef
  290. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  300. val overwriteWithBestModel: BooleanParam

    Permalink
    Attributes
    protected
  301. def param[T](name: String, doc: String): Param[T]

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

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

    Permalink
    Definition Classes
    Model
  304. final val predictionCol: Param[String]

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

    Permalink
    Attributes
    protected
  306. val quietMode: BooleanParam

    Permalink
    Attributes
    protected
  307. val rate: DoubleParam

    Permalink
    Attributes
    protected
  308. val rateAnnealing: DoubleParam

    Permalink
    Attributes
    protected
  309. val rateDecay: DoubleParam

    Permalink
    Attributes
    protected
  310. val regressionStop: DoubleParam

    Permalink
    Attributes
    protected
  311. val replicateTrainingData: BooleanParam

    Permalink
    Attributes
    protected
  312. val reproducible: BooleanParam

    Permalink
    Attributes
    protected
  313. val rho: DoubleParam

    Permalink
    Attributes
    protected
  314. final val runTime: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  315. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  316. val scoreDutyCycle: DoubleParam

    Permalink
    Attributes
    protected
  317. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
  318. val scoreInterval: DoubleParam

    Permalink
    Attributes
    protected
  319. val scoreTrainingSamples: LongParam

    Permalink
    Attributes
    protected
  320. val scoreValidationSamples: LongParam

    Permalink
    Attributes
    protected
  321. val scoreValidationSampling: NullableStringParam

    Permalink
    Attributes
    protected
  322. final val scoringHistory: NullableDataFrameParam

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

    Permalink
    Attributes
    protected
  324. final def set(paramPair: ParamPair[_]): H2ODeepLearningMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  325. final def set(param: String, value: Any): H2ODeepLearningMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  326. final def set[T](param: Param[T], value: T): H2ODeepLearningMOJOModel.this.type

    Permalink
    Definition Classes
    Params
  327. def setDataFrameSerializer(fullClassName: String): H2ODeepLearningMOJOModel.this.type

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  328. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  329. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  330. def setMojo(mojo: File): H2ODeepLearningMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  331. def setMojo(mojo: InputStream, mojoName: String): H2ODeepLearningMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  332. def setMojo(mojo: InputStream): H2ODeepLearningMOJOModel.this.type

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

    Permalink
    Definition Classes
    Model
  334. val shuffleTrainingData: BooleanParam

    Permalink
    Attributes
    protected
  335. val singleNodeMode: BooleanParam

    Permalink
    Attributes
    protected
  336. val sparse: BooleanParam

    Permalink
    Attributes
    protected
  337. val sparsityBeta: DoubleParam

    Permalink
    Attributes
    protected
  338. val standardize: BooleanParam

    Permalink
    Attributes
    protected
  339. final val startTime: LongParam

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

    Permalink
    Attributes
    protected
  341. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
  342. val stoppingTolerance: DoubleParam

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

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

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

    Permalink
    Definition Classes
    AnyRef
  346. val targetRatioCommToComp: DoubleParam

    Permalink
    Attributes
    protected
  347. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any
  348. val trainSamplesPerIteration: LongParam

    Permalink
    Attributes
    protected
  349. final val trainingMetrics: MapStringDoubleParam

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
  358. val uid: String

    Permalink
    Definition Classes
    H2ODeepLearningMOJOModelH2OSupervisedMOJOModelH2OAlgorithmMOJOModel → Identifiable
  359. 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
  360. val useAllFactorLevels: BooleanParam

    Permalink
    Attributes
    protected
  361. final val validationMetrics: MapStringDoubleParam

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

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

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

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

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

    Permalink
    Attributes
    protected
  367. final val withContributions: BooleanParam

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

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

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

    Permalink
    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

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