params

Type Members

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

   

2. trait ColumnPrunerParams extends Params

   

3. trait DeprecatableParams extends Params with Logging

   

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

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

   

5. trait H2OAlgoParamsBase extends ParameterConstructorMethods with H2OFrameLifecycle

   

6. trait H2OAlgorithmCommonParams extends H2OCommonParams with H2OAlgorithmMOJOParams

   

   This trait contains parameters that are shared across all algorithms.

7. trait H2OAutoEncoderParams extends H2OAlgoParamsBase with HasInitialBiases with HasInitialWeights with HasIgnoredCols

   

8. trait H2OAutoMLBuildControlParams extends H2OAlgoParamsBase

   

9. trait H2OAutoMLBuildModelsParams extends H2OAlgoParamsBase

   

10. trait H2OAutoMLInputParams extends H2OAlgoParamsBase with HasIgnoredCols with HasLeaderboardDataFrame with HasBlendingDataFrame

    

11. trait H2OAutoMLParams extends H2OAlgorithmCommonParams with H2OAutoMLBuildControlParams with H2OAutoMLBuildModelsParams with H2OAutoMLInputParams with H2OAutoMLStoppingCriteriaParams with HasMonotoneConstraints

    

12. trait H2OAutoMLStoppingCriteriaParams extends H2OAlgoParamsBase

    

13. trait H2OCommonParams extends H2OBaseMOJOParams

    

    This trait contains parameters that are shared across all algorithms.

14. trait H2OCoxPHParams extends H2OAlgoParamsBase with HasIgnoredCols with HasInteractionPairs

    

15. trait H2ODRFParams extends H2OAlgoParamsBase with HasCalibrationDataFrame with HasIgnoredCols

    

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

    

17. trait H2OExtendedIsolationForestParams extends H2OAlgoParamsBase with HasIgnoredCols

    

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

    

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

    

20. trait H2OGLMParams extends H2OAlgoParamsBase with HasRandomCols with HasIgnoredCols with HasPlugValues with HasBetaConstraints with HasInteractionPairs

    

21. trait H2OGLRMParams extends H2OAlgoParamsBase with HasUserX with HasUserY with HasLossByColNames

    

22. trait H2OGridSearchCartesianCriteriaParams extends H2OAlgoParamsBase

    

23. trait H2OGridSearchCommonCriteriaParams extends H2OAlgoParamsBase

    

24. trait H2OGridSearchParams extends H2OGridSearchRandomDiscreteCriteriaParams with H2OGridSearchCartesianCriteriaParams with H2OGridSearchCommonCriteriaParams

    

25. trait H2OGridSearchRandomDiscreteCriteriaParams extends H2OAlgoParamsBase

    

26. trait H2OIsolationForestParams extends H2OAlgoParamsBase with HasIgnoredCols with HasCalibrationDataFrame with HasValidationLabelCol

    

27. trait H2OKMeansParams extends H2OAlgoParamsBase with HasUserPoints with HasIgnoredCols

    

28. trait H2OPCAParams extends H2OAlgoParamsBase with HasIgnoredCols

    

29. trait H2ORuleFitParams extends H2OAlgoParamsBase with HasUnsupportedOffsetCol with HasIgnoredCols

    

30. trait H2OStackedEnsembleParams extends H2OAlgoParamsBase with HasBlendingDataFrame with HasBaseAlgorithms

    

31. trait H2OWord2VecParams extends H2OAlgoParamsBase

    

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

    

33. trait HasBaseAlgorithms extends H2OAlgoParamsBase

    

34. trait HasBetaConstraints extends H2OAlgoParamsBase with HasDataFrameSerializer

    

35. trait HasBlendingDataFrame extends H2OAlgoParamsBase with Logging with HasDataFrameSerializer

    

36. trait HasCalibrationDataFrame extends H2OAlgoParamsBase with HasDataFrameSerializer

    

37. trait HasGamCols extends H2OAlgoParamsBase with H2OAlgoCommonUtils

    

38. trait HasIgnoredCols extends H2OAlgoParamsBase

    

39. trait HasInitialBiases extends H2OAlgoParamsBase

    

40. trait HasInitialWeights extends H2OAlgoParamsBase

    

41. trait HasInputCols extends HasInputColsOnMOJO

    

42. trait HasInteractionPairs extends H2OAlgoParamsBase with Logging

    

43. trait HasLeaderboardDataFrame extends H2OAlgoParamsBase with Logging with HasDataFrameSerializer

    

44. trait HasLossByColNames extends H2OAlgoParamsBase

    

45. trait HasMonotoneConstraints extends H2OAlgoParamsBase

    

46. trait HasPlugValues extends H2OAlgoParamsBase

    

47. trait HasPreTrained extends H2OAlgoParamsBase with HasDataFrameSerializer

    

48. trait HasRandomCols extends H2OAlgoParamsBase with H2OAlgoCommonUtils

    

49. trait HasUnsupportedOffsetCol extends AnyRef

    

50. trait HasUserPoints extends H2OAlgoParamsBase

    

51. trait HasUserX extends H2OAlgoParamsBase with HasDataFrameSerializer

    

52. trait HasUserY extends H2OAlgoParamsBase with HasDataFrameSerializer

    

53. trait HasValidationLabelCol extends H2OAlgoParamsBase with H2OAlgoCommonUtils

    

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

    

55. class NullableAlgoArrayParam extends Param[Array[H2OAlgorithm[_ <: Parameters]]]

    

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

    

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

    

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

    

59. trait Word2VecParamsV3 extends H2OAlgoParamsBase with HasPreTrained