| Interface | Description |
|---|---|
| MetalearnerProvider<M extends Metalearner> |
| Class | Description |
|---|---|
| Metalearner<B extends hex.ModelBuilder<M,P,?>,M extends hex.Model<M,P,?>,P extends hex.Model.Parameters> | |
| Metalearners |
Entry point class to load and access the supported metalearners.
|
| Metalearners.SimpleMetalearner |
A simple implementation of
Metalearner suitable for any algo; it is just using the algo with its default parameters. |
| StackedEnsemble |
An ensemble of other models, created by stacking with the SuperLearner algorithm or a variation.
|
| StackedEnsembleModel |
An ensemble of other models, created by stacking with the SuperLearner algorithm or a variation.
|
| StackedEnsembleModel.StackedEnsembleOutput | |
| StackedEnsembleModel.StackedEnsembleParameters | |
| StackedEnsembleMojoWriter |
| Enum | Description |
|---|---|
| Metalearner.Algorithm |
Using an enum to list possible algos is not the greatest idea here
as it forces us to hardcode supported algos and creates a dependency to metalearners provided in extensions (XGBoost).
|
| StackedEnsembleModel.StackedEnsembleParameters.MetalearnerTransform | |
| StackedEnsembleModel.StackingStrategy |