Package

ai.h2o.sparkling.ml

models

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package models

Visibility
  1. Public
  2. All

Type Members

  1. class H2ODRFMOJOModel extends H2OTreeBasedSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO

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  2. class H2ODeepLearningMOJOModel extends H2OSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO

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  3. class H2OGAMMOJOModel extends H2OSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO with HasGamColsOnMOJO

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

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  5. class H2OGLMMOJOModel extends H2OSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO

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  6. class H2OIsolationForestMOJOModel extends H2OTreeBasedUnsupervisedMOJOModel with ParameterConstructorMethods with Logging

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  7. class H2OKMeansMOJOModel extends H2OUnsupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO

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  8. trait H2OMOJOBaseCache[B, M] extends Logging

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  9. trait H2OMOJOFlattenedInput extends AnyRef

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  10. trait H2OMOJOLoader[T] extends AnyRef

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  11. class H2OMOJOModel extends H2OMOJOModelBase[H2OMOJOModel] with H2OMOJOPrediction with SpecificMOJOParameters with Logging

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  12. abstract class H2OMOJOModelBase[T <: H2OMOJOModelBase[T]] extends Model[T] with H2OBaseMOJOParams with HasMojo with H2OMOJOWritable with H2OMOJOFlattenedInput

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  13. trait H2OMOJOModelFactory extends AnyRef

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  14. trait H2OMOJOModelUtils extends AnyRef

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  15. class H2OMOJOPipelineModel extends H2OMOJOModelBase[H2OMOJOPipelineModel]

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  16. trait H2OMOJOPrediction extends H2OMOJOPredictionRegression with H2OMOJOPredictionWordEmbedding with H2OMOJOPredictionAnomaly with H2OMOJOPredictionAutoEncoder with H2OMOJOPredictionMultinomial with H2OMOJOPredictionDimReduction with H2OMOJOPredictionClustering with H2OMOJOPredictionBinomial with H2OMOJOPredictionOrdinal

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  17. trait H2OMOJOPredictionAnomaly extends AnyRef

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  18. trait H2OMOJOPredictionAutoEncoder extends AnyRef

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  19. trait H2OMOJOPredictionBinomial extends PredictionWithContributions with PredictionWithStageProbabilities

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  20. trait H2OMOJOPredictionClustering extends AnyRef

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  21. trait H2OMOJOPredictionDimReduction extends AnyRef

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  22. trait H2OMOJOPredictionMultinomial extends PredictionWithStageProbabilities

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  23. trait H2OMOJOPredictionOrdinal extends AnyRef

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  24. trait H2OMOJOPredictionRegression extends PredictionWithContributions

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  25. trait H2OMOJOPredictionWordEmbedding extends AnyRef

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  26. trait H2OMOJOReadable[T <: HasMojo] extends MLReadable[T]

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  27. case class H2OMOJOSettings(predictionCol: String = "prediction", detailedPredictionCol: String = "detailed_prediction", withDetailedPredictionCol: Boolean = true, convertUnknownCategoricalLevelsToNa: Boolean = false, convertInvalidNumbersToNa: Boolean = false, namedMojoOutputColumns: Boolean = true, withContributions: Boolean = false, withLeafNodeAssignments: Boolean = false, withStageResults: Boolean = false) extends Product with Serializable

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  28. trait H2OMOJOWritable extends MLWritable with Params with HasMojo

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  29. abstract class H2OSpecificMOJOLoader[T <: HasMojo] extends H2OMOJOReadable[T] with H2OMOJOLoader[T]

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  30. class H2OSupervisedMOJOModel extends H2OMOJOModel with H2OSupervisedMOJOParams

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  31. trait H2OTargetEncoderBase extends PipelineStage with H2OTargetEncoderMOJOParams

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  32. class H2OTargetEncoderMOJOModel extends Model[H2OTargetEncoderMOJOModel] with H2OTargetEncoderBase with H2OMOJOWritable with H2OMOJOFlattenedInput

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  33. case class H2OTargetEncoderMOJOUdfWrapper(mojo: File, outputCols: Array[String]) extends Product with Serializable

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    The class holds all necessary dependencies of udf that needs to be serialized.

  34. class H2OTreeBasedSupervisedMOJOModel extends H2OSupervisedMOJOModel with H2OTreeBasedMOJOParams with H2OSupervisedMOJOParams

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  35. class H2OTreeBasedUnsupervisedMOJOModel extends H2OUnsupervisedMOJOModel with H2OTreeBasedMOJOParams

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  36. class H2OUnsupervisedMOJOModel extends H2OMOJOModel

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  37. class H2OXGBoostMOJOModel extends H2OTreeBasedSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasMonotoneConstraintsOnMOJO with HasIgnoredColsOnMOJO

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  38. trait PredictionWithContributions extends AnyRef

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  39. trait PredictionWithStageProbabilities extends AnyRef

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  40. trait SpecificMOJOParameters extends AnyRef

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Value Members

  1. object H2ODRFMOJOModel extends H2OSpecificMOJOLoader[H2ODRFMOJOModel] with Serializable

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  2. object H2ODeepLearningMOJOModel extends H2OSpecificMOJOLoader[H2ODeepLearningMOJOModel] with Serializable

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  3. object H2OGAMMOJOModel extends H2OSpecificMOJOLoader[H2OGAMMOJOModel] with Serializable

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  4. object H2OGBMMOJOModel extends H2OSpecificMOJOLoader[H2OGBMMOJOModel] with Serializable

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  5. object H2OGLMMOJOModel extends H2OSpecificMOJOLoader[H2OGLMMOJOModel] with Serializable

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  6. object H2OIsolationForestMOJOModel extends H2OSpecificMOJOLoader[H2OIsolationForestMOJOModel] with Serializable

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  7. object H2OKMeansMOJOModel extends H2OSpecificMOJOLoader[H2OKMeansMOJOModel] with Serializable

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  8. object H2OMOJOCache extends H2OMOJOBaseCache[EasyPredictModelWrapper, H2OMOJOModel]

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  9. object H2OMOJOModel extends H2OMOJOReadable[H2OMOJOModel] with H2OMOJOLoader[H2OMOJOModel] with H2OMOJOModelUtils with H2OMOJOModelFactory with Serializable

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  10. object H2OMOJOPipelineModel extends H2OMOJOReadable[H2OMOJOPipelineModel] with H2OMOJOLoader[H2OMOJOPipelineModel] with Serializable

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  11. object H2OMOJOProps

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  12. object H2OMOJOSettings extends Serializable

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  13. object H2OSupervisedMOJOModel extends H2OSpecificMOJOLoader[H2OSupervisedMOJOModel] with Serializable

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  14. object H2OTargetEncoderMOJOModel extends H2OMOJOReadable[H2OTargetEncoderMOJOModel] with Serializable

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  15. object H2OTreeBasedSupervisedMOJOModel extends H2OSpecificMOJOLoader[H2OTreeBasedSupervisedMOJOModel] with Serializable

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  16. object H2OTreeBasedUnsupervisedMOJOModel extends H2OSpecificMOJOLoader[H2OTreeBasedUnsupervisedMOJOModel] with Serializable

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  17. object H2OUnsupervisedMOJOModel extends H2OSpecificMOJOLoader[H2OUnsupervisedMOJOModel] with Serializable

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  18. object H2OXGBoostMOJOModel extends H2OSpecificMOJOLoader[H2OXGBoostMOJOModel] with Serializable

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  19. object RowConverter

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    The object is responsible for conversions between entities representing rows in H2O and Apache Spark.

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