algos

Type Members

1. trait DistributionBasedH2OTrainFramePreparation extends H2OTrainFramePreparation

   

2. trait FamilyBasedH2OTrainFramePreparation extends H2OTrainFramePreparation

   

3. trait H2OAlgoCommonUtils extends EstimatorCommonUtils with H2OFrameLifecycle

   

4. abstract class H2OAlgorithm[P <: Parameters] extends H2OEstimator[P] with H2OAlgorithmCommonParams

   

   Base class for H2O algorithm wrapper as a Spark transformer.

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

   

   H2O AutoML algorithm exposed via Spark ML pipelines.

6. class H2OCoxPH extends H2OSupervisedAlgorithm[CoxPHParameters] with H2OCoxPHParams

   

7. class H2ODRF extends H2OTreeBasedSupervisedAlgorithm[DRFParameters] with H2ODRFParams with DistributionBasedH2OTrainFramePreparation

   

8. class H2ODeepLearning extends H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters] with H2ODeepLearningParams with DistributionBasedH2OTrainFramePreparation

   

9. abstract class H2OEstimator[P <: Parameters] extends Estimator[H2OMOJOModel] with H2OAlgoParamsBase with H2OCommonParams with H2OAlgoCommonUtils with H2OTrainFramePreparation with DefaultParamsWritable with RestCommunication

   

10. class H2OGAM extends H2OSupervisedAlgorithmWithFoldColumn[GAMParameters] with H2OGAMParams with FamilyBasedH2OTrainFramePreparation

    

11. class H2OGBM extends H2OTreeBasedSupervisedAlgorithm[GBMParameters] with H2OGBMParams with DistributionBasedH2OTrainFramePreparation

    

12. class H2OGLM extends H2OSupervisedAlgorithmWithFoldColumn[GLMParameters] with H2OGLMParams with FamilyBasedH2OTrainFramePreparation

    

13. class H2OGridSearch extends Estimator[H2OMOJOModel] with EstimatorCommonUtils with DefaultParamsWritable with H2OGridSearchParams with RestCommunication with RestEncodingUtils

    

    H2O Grid Search algorithm exposed via Spark ML pipelines.

14. class H2OIsolationForest extends H2OTreeBasedUnsupervisedAlgorithm[IsolationForestParameters] with H2OIsolationForestParams

    

15. class H2OKMeans extends H2OUnsupervisedAlgorithm[KMeansParameters] with H2OKMeansParams with H2OKMeansExtras

    

16. class H2ORuleFit extends H2OSupervisedAlgorithm[RuleFitParameters] with H2ORuleFitParams with DistributionBasedH2OTrainFramePreparation

    

17. abstract class H2OSupervisedAlgorithm[P <: Parameters] extends H2OAlgorithm[P]

    

18. abstract class H2OSupervisedAlgorithmWithFoldColumn[P <: Parameters] extends H2OSupervisedAlgorithm[P]

    

19. trait H2OTrainFramePreparation extends AnyRef

    

20. abstract class H2OTreeBasedSupervisedAlgorithm[P <: Parameters] extends H2OSupervisedAlgorithmWithFoldColumn[P]

    

21. abstract class H2OTreeBasedUnsupervisedAlgorithm[P <: Parameters] extends H2OUnsupervisedAlgorithm[P]

    

22. abstract class H2OUnsupervisedAlgorithm[P <: Parameters] extends H2OAlgorithm[P]

    

23. class H2OXGBoost extends H2OTreeBasedSupervisedAlgorithm[XGBoostParameters] with H2OXGBoostParams with DistributionBasedH2OTrainFramePreparation