Package

org.apache.spark.ml.h2o

param

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package param

Visibility
  1. Public
  2. All

Type Members

  1. trait H2OAlgoParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with Logging

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    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

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

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    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

  3. class H2ODistributionParam extends Param[DistributionFamily]

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  4. class H2OHistogramTypeParam extends Param[HistogramType]

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  5. trait H2OMOJOPipelineModelParams extends Params

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    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.

  6. trait H2OModelParams extends Params

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    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.

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

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

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  9. class NullableStringParam extends Param[String]

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