| Interface | Description |
|---|---|
| H2ORunnable |
The
H2ORunnable interface should be implemented by any class whose
instances are intended to be submitted to the H2O forkjoin pool via
H2O.submitTask. |
| TimedH2ORunnable |
| Class | Description |
|---|---|
| AutoML |
Initial draft of AutoML
AutoML is a node-local driver class that is responsible for managing concurrent
strategies of execution in an effort to discover an optimal supervised model for some
given (dataset, response, loss) combo.
|
| AutoML.AutoMLKeyV3 | |
| AutoMLBuildSpec |
Parameters which specify the build (or extension) of an AutoML build job.
|
| AutoMLBuildSpec.AutoMLBuildControl |
The specification of overall build parameters for the AutoML process.
|
| AutoMLBuildSpec.AutoMLBuildModels |
The specification of the parameters for building models for a single algo (e.g., GBM), including base model parameters and hyperparameter search.
|
| AutoMLBuildSpec.AutoMLEnsembleParameters |
The specification of ensemble-building to be used for the AutoML process, if any.
|
| AutoMLBuildSpec.AutoMLFeatureEngineering |
The specification of automatic feature engineering to be used for the AutoML process.
|
| AutoMLBuildSpec.AutoMLInput |
The specification of the datasets to be used for the AutoML process.
|
| FrameMetadata |
Cache common questions asked upon the frame.
|
| H2OJob | |
| Leaderboard |
Utility to track all the models built for a given dataset type.
|
| Leaderboard.LeaderboardKeyV3 | |
| UserFeedback | |
| UserFeedbackEvent |
| Enum | Description |
|---|---|
| AutoML.algo | |
| UserFeedbackEvent.Level | |
| UserFeedbackEvent.Stage |