params

Type Members

1. class AlgoParam extends Param[H2OSupervisedAlgorithm[_ <: 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 H2OAlgoCommonParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonParams

   

   A trait extracting a shared parameters among all simple algorithms (all except Grid & AutoML).

6. trait H2OAlgoParamsHelper[P <: Parameters] extends Params

   

   Base trait providing parameters utilities and shared methods for handling parameters for H2O parameters

   Base trait providing parameters utilities and shared methods for handling parameters for H2O parameters

   P

   H2O's parameter type

7. trait H2OAlgoSharedTreeParams[P <: SharedTreeParameters] extends H2OAlgoSupervisedParams[P] with H2OTreeBasedSupervisedMOJOParams with HasStoppingCriteria[P] with Logging

   

8. trait H2OAlgoSupervisedParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonSupervisedParams with H2OAlgoCommonParams[P]

   

   A trait extracting a shared parameters among all supervised simple algorithms (all except Grid & AutoML).

9. trait H2OAlgoUnsupervisedParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonUnsupervisedParams with H2OAlgoCommonParams[P]

   

   A trait extracting a shared parameters among all unsupervised simple algorithms (all except Grid & AutoML).

10. trait H2OAutoMLParams extends H2OCommonSupervisedParams with HasMonotoneConstraints

    

11. trait H2OCommonParams extends H2OMOJOAlgoSharedParams

    

    This trait contains parameters that are shared across all algorithms.

12. trait H2OCommonSupervisedParams extends H2OSupervisedMOJOParams with H2OCommonParams

    

    This trait contains parameters that are shared across all supervised algorithms.

13. trait H2OCommonUnsupervisedParams extends H2OCommonParams

    

    This trait contains parameters that are shared across all unsupervised algorithms.

14. trait H2ODRFParams extends H2OAlgoSharedTreeParams[DRFParameters]

    

15. trait H2ODeepLearningParams extends H2OAlgoSupervisedParams[DeepLearningParameters] with HasStoppingCriteria[DeepLearningParameters] with HasQuantileAlpha

    

16. trait H2OGBMParams extends H2OAlgoSharedTreeParams[GBMParameters] with HasMonotoneConstraints with HasQuantileAlpha

    

17. trait H2OGLMParams extends H2OAlgoSupervisedParams[GLMParameters]

    

18. trait H2OGridSearchParams extends Params with Logging

    

19. trait H2OKMeansParams extends H2OAlgoUnsupervisedParams[KMeansParameters]

    

20. trait H2OXGBoostParams extends H2OAlgoSupervisedParams[XGBoostParameters] with H2OTreeBasedSupervisedMOJOParams with HasMonotoneConstraints with HasStoppingCriteria[XGBoostParameters]

    

21. trait HasMonotoneConstraints extends Params

    

22. trait HasQuantileAlpha extends Params

    

23. trait HasStoppingCriteria[P <: Parameters] extends H2OAlgoParamsHelper[P]

    

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

    

25. class NullableDoubleArrayArrayParam extends Param[Array[Array[Double]]]

    

26. class NullableDoubleArrayParam extends Param[Array[Double]]

    

27. class NullableFloatArrayParam extends Param[Array[Float]]

    

28. class NullableStringArrayParam extends Param[Array[String]]

    

29. class StringPairArrayParam extends Param[Array[(String, String)]]