Package

ai.h2o.sparkling.ml

params

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package params

Visibility
  1. Public
  2. All

Type Members

  1. class AlgoParam extends Param[H2OAlgorithm[_ <: Parameters]]

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  2. trait ColumnPrunerParams extends Params

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  3. trait DeprecatableParams extends Params with Logging

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    The trait represents a definition of ML algorithm parameters that may contain some deprecations

  4. trait DeprecatedDistribution extends Logging

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  5. trait DeprecatedWeightCol extends Logging

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  6. class DictionaryParam extends Param[Map[String, Double]]

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  7. trait H2OAlgoParamsBase extends ParameterConstructorMethods with H2OFrameLifecycle

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  8. trait H2OAutoMLBuildControlParams extends H2OAlgoParamsBase

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  9. trait H2OAutoMLBuildModelsParams extends H2OAlgoParamsBase

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  10. trait H2OAutoMLInputParams extends H2OAlgoParamsBase with HasIgnoredCols

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  11. trait H2OAutoMLParams extends H2OCommonParams with H2OAutoMLBuildControlParams with H2OAutoMLBuildModelsParams with H2OAutoMLInputParams with H2OAutoMLStoppingCriteriaParams with HasMonotoneConstraints

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  12. trait H2OAutoMLStoppingCriteriaParams extends H2OAlgoParamsBase

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  13. trait H2OCommonParams extends H2OBaseMOJOParams with H2OAlgoParamsBase

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    This trait contains parameters that are shared across all algorithms.

  14. trait H2OCoxPHParams extends H2OAlgoParamsBase with HasIgnoredCols with HasInteractionPairs

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  15. trait H2ODRFParams extends H2OAlgoParamsBase with HasCalibrationDataFrame with HasIgnoredCols

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  16. trait H2ODeepLearningParams extends H2OAlgoParamsBase with HasInitialBiases with HasInitialWeights with HasIgnoredCols

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  17. trait H2OGAMParams extends H2OAlgoParamsBase with HasIgnoredCols with HasBetaConstraints with HasGamCols

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  18. trait H2OGBMParams extends H2OAlgoParamsBase with HasMonotoneConstraints with HasCalibrationDataFrame with HasIgnoredCols

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  19. trait H2OGLMParams extends H2OAlgoParamsBase with HasRandomCols with HasIgnoredCols with HasPlugValues with HasBetaConstraints with HasInteractionPairs with DeprecatedDistribution

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  20. trait H2OGridSearchCartesianCriteriaParams extends H2OAlgoParamsBase

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  21. trait H2OGridSearchCommonCriteriaParams extends H2OAlgoParamsBase

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  22. trait H2OGridSearchParams extends H2OGridSearchRandomDiscreteCriteriaParams with H2OGridSearchCartesianCriteriaParams with H2OGridSearchCommonCriteriaParams

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  23. trait H2OGridSearchRandomDiscreteCriteriaParams extends H2OAlgoParamsBase

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  24. trait H2OIsolationForestParams extends H2OAlgoParamsBase with HasCalibrationDataFrame with HasValidationLabelCol

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  25. trait H2OKMeansParams extends H2OAlgoParamsBase with HasUserPoints with HasIgnoredCols with DeprecatedWeightCol

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  26. trait H2OWord2VecParams extends H2OAlgoParamsBase

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  27. trait H2OXGBoostParams extends H2OAlgoParamsBase with HasMonotoneConstraints with HasCalibrationDataFrame with HasIgnoredCols

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  28. trait HasBetaConstraints extends H2OAlgoParamsBase

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  29. trait HasCalibrationDataFrame extends H2OAlgoParamsBase

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  30. trait HasGamCols extends H2OAlgoParamsBase with H2OAlgoCommonUtils

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  31. trait HasIgnoredCols extends H2OAlgoParamsBase with H2OAlgoCommonUtils

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  32. trait HasInitialBiases extends H2OAlgoParamsBase

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  33. trait HasInitialWeights extends H2OAlgoParamsBase

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  34. trait HasInteractionPairs extends H2OAlgoParamsBase with Logging

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  35. trait HasLossByColNames extends H2OAlgoParamsBase

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  36. trait HasMonotoneConstraints extends H2OAlgoParamsBase

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  37. trait HasPlugValues extends H2OAlgoParamsBase

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  38. trait HasRandomCols extends H2OAlgoParamsBase with H2OAlgoCommonUtils

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  39. trait HasUserPoints extends H2OAlgoParamsBase

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  40. trait HasUserX extends H2OAlgoParamsBase

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  41. trait HasUserY extends H2OAlgoParamsBase

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  42. trait HasValidationLabelCol extends H2OAlgoParamsBase with H2OAlgoCommonUtils

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  43. class HyperParamsParam extends Param[Map[String, Array[AnyRef]]]

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  44. class NullableDataFrameParam extends Param[DataFrame]

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  45. class NullableMatrixArrayParam extends Param[Array[DenseMatrix]]

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  46. class NullableStringPairArrayParam extends Param[Array[(String, String)]]

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  47. class NullableVectorArrayParam extends Param[Array[DenseVector]]

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Value Members

  1. object ConversionUtils

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  2. object EnumParamValidator

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Ungrouped