algos

Type Members

1. abstract class H2OAlgorithm[P <: Parameters, M <: Model[M]] extends Estimator[M] with MLWritable with H2OAlgoParams[P]

   

   Base class for H2O algorithm wrapper as a Spark transformer.

2. class H2ODeepLearning extends H2OAlgorithm[DeepLearningParameters, H2OMOJOModel] with H2ODeepLearningParams

   

   H2O Deep learning algorithm exposed via Spark ML pipelines.

   H2O Deep learning algorithm exposed via Spark ML pipelines.

   TODO: There are still bunch of parameters defined DeepLearningParameters which need to be ported here

3. trait H2ODeepLearningParams extends H2OAlgoParams[DeepLearningParameters]

   

   Parameters here can be set as normal and are duplicated to DeepLearningParameters H2O object

4. class H2OGBM extends H2OAlgorithm[GBMParameters, H2OMOJOModel] with H2OGBMParams

   

   H2O GBM algorithm exposed via Spark ML pipelines.

5. trait H2OGBMParams extends H2OSharedTreeParams[GBMParameters]

   

   Parameters for Spark's API exposing underlying H2O model.