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. trait DeprecatedDistribution extends Logging

   

5. trait DeprecatedWeightCol extends Logging

   

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

   

7. trait H2OAlgoParamsBase extends ParameterConstructorMethods with H2OFrameLifecycle

   

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 H2OCommonParams with H2OAutoMLBuildControlParams with H2OAutoMLBuildModelsParams with H2OAutoMLInputParams with H2OAutoMLStoppingCriteriaParams with HasMonotoneConstraints

    

12. trait H2OAutoMLStoppingCriteriaParams extends H2OAlgoParamsBase

    

13. trait H2OCommonParams extends H2OBaseMOJOParams with H2OAlgoParamsBase

    

    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 with HasDeprecatedVariableImportances

    

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

    

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

    

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

    

20. trait H2OGridSearchCartesianCriteriaParams extends H2OAlgoParamsBase

    

21. trait H2OGridSearchCommonCriteriaParams extends H2OAlgoParamsBase

    

22. trait H2OGridSearchParams extends H2OGridSearchRandomDiscreteCriteriaParams with H2OGridSearchCartesianCriteriaParams with H2OGridSearchCommonCriteriaParams

    

23. trait H2OGridSearchRandomDiscreteCriteriaParams extends H2OAlgoParamsBase

    

24. trait H2OIsolationForestParams extends H2OAlgoParamsBase with HasCalibrationDataFrame with HasValidationLabelCol

    

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

    

26. trait H2OWord2VecParams extends H2OAlgoParamsBase

    

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

    

28. trait HasBetaConstraints extends H2OAlgoParamsBase

    

29. trait HasBlendingDataFrame extends H2OAlgoParamsBase with Logging

    

30. trait HasCalibrationDataFrame extends H2OAlgoParamsBase

    

31. trait HasDeprecatedVariableImportances extends Logging

    

32. trait HasGamCols extends H2OAlgoParamsBase with H2OAlgoCommonUtils

    

33. trait HasIgnoredCols extends H2OAlgoParamsBase

    

34. trait HasInitialBiases extends H2OAlgoParamsBase

    

35. trait HasInitialWeights extends H2OAlgoParamsBase

    

36. trait HasInteractionPairs extends H2OAlgoParamsBase with Logging

    

37. trait HasLeaderboardDataFrame extends H2OAlgoParamsBase with Logging

    

38. trait HasLossByColNames extends H2OAlgoParamsBase

    

39. trait HasMonotoneConstraints extends H2OAlgoParamsBase

    

40. trait HasPlugValues extends H2OAlgoParamsBase

    

41. trait HasRandomCols extends H2OAlgoParamsBase with H2OAlgoCommonUtils

    

42. trait HasUserPoints extends H2OAlgoParamsBase

    

43. trait HasUserX extends H2OAlgoParamsBase

    

44. trait HasUserY extends H2OAlgoParamsBase

    

45. trait HasValidationLabelCol extends H2OAlgoParamsBase with H2OAlgoCommonUtils

    

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

    

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

    

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

    

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