param

Type Members

1. class AlgoParams extends Param[Parameters]

   

2. trait DeprecatableParams extends Params with Logging

   

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

3. abstract class EnumArrayParam[T] extends Param[Array[T]]

   

4. abstract class EnumParam[T] extends Param[T]

   

5. trait H2OAlgoParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonParams with DeprecatableParams

   

   A trait extracting a shared parameters among all models.

   A trait extracting a shared parameters among all models.

   TODO: There are still bunch of parameters defined Model.ModelParameters which need to be ported here

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

   

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

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

   P

   H2O's parameter type

7. trait H2OCommonParams extends Params with Logging

   

   This trait contains parameters that are shared across all algorithms.

8. class H2ODistributionParam extends EnumParam[DistributionFamily]

   

9. class H2OHistogramTypeParam extends EnumParam[HistogramType]

   

10. trait H2OMOJOModelParams extends Params

    

    Parameters which need to be available on the model itself for prediction purposes.

    Parameters which need to be available on the model itself for prediction purposes. This can't be backed byt H2OAlgoParamsHelper as at the time of prediction we might be using mojo and binary parameters are not available.

11. trait H2OMOJOPipelineModelParams extends Params

    

    Parameters which need to be available on the model itself for prediction purposes.

    Parameters which need to be available on the model itself for prediction purposes. This can't be backed byt H2OAlgoParamsHelper as at the time of prediction we might be using mojo and binary parameters are not available.

12. trait H2OSharedTreeParams[P <: SharedTreeParameters] extends H2OAlgoParams[P]

    

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

    

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

    

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

    

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

    

17. class NullableStringParam extends Param[String]

    

18. class StoppingMetricParam extends EnumParam[StoppingMetric]