algos

Type Members

1. trait H2OAlgoCommonUtils extends EstimatorCommonUtils

   

2. abstract class H2OAlgorithm[P <: Parameters] extends Estimator[H2OMOJOModel] with H2OAlgoCommonUtils with DefaultParamsWritable with H2OAlgoCommonParams[P] with RestCommunication

   

   Base class for H2O algorithm wrapper as a Spark transformer.

3. class H2OAutoML extends Estimator[H2OMOJOModel] with H2OAlgoCommonUtils with DefaultParamsWritable with H2OAutoMLParams with RestCommunication

   

   H2O AutoML algorithm exposed via Spark ML pipelines.

4. final class H2OAutoMLSortMetric extends Enum[H2OAutoMLSortMetric]

   

5. class H2ODRF extends H2OTreeBasedSupervisedAlgorithm[DRFParameters] with H2ODRFParams

   

   H2O DRF algorithm exposed via Spark ML pipelines.

6. class H2ODeepLearning extends H2OSupervisedAlgorithm[DeepLearningParameters] with H2ODeepLearningParams

   

   H2O DeepLearning algorithm exposed via Spark ML pipelines.

7. class H2OGBM extends H2OTreeBasedSupervisedAlgorithm[GBMParameters] with H2OGBMParams

   

   H2O GBM algorithm exposed via Spark ML pipelines.

8. class H2OGLM extends H2OSupervisedAlgorithm[GLMParameters] with H2OGLMParams

   

   H2O GLM algorithm exposed via Spark ML pipelines.

9. class H2OGridSearch extends Estimator[H2OMOJOModel] with H2OAlgoCommonUtils with DefaultParamsWritable with H2OGridSearchParams with RestCommunication with RestEncodingUtils

   

   H2O Grid Search algorithm exposed via Spark ML pipelines.

10. class H2OKMeans extends H2OUnsupervisedAlgorithm[KMeansParameters] with H2OKMeansParams

    

    H2O KMeans algorithm exposed via Spark ML pipelines.

11. abstract class H2OSupervisedAlgorithm[P <: Parameters] extends H2OAlgorithm[P] with H2OAlgoSupervisedParams[P]

    

12. abstract class H2OTreeBasedSupervisedAlgorithm[P <: Parameters] extends H2OSupervisedAlgorithm[P] with H2OTreeBasedSupervisedMOJOParams

    

13. abstract class H2OUnsupervisedAlgorithm[P <: Parameters] extends H2OAlgorithm[P] with H2OAlgoUnsupervisedParams[P]

    

14. class H2OXGBoost extends H2OTreeBasedSupervisedAlgorithm[XGBoostParameters] with H2OXGBoostParams

    

    H2O XGBoost algorithm exposed via Spark ML pipelines.