| Interface | Description |
|---|---|
| AutoML.algo | Deprecated
will be removed in H2O 3.24.x, please use
Algo instead. |
| 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 |
H2O AutoML
AutoML is used for automating the machine learning workflow, which includes automatic training and
tuning of many models within a user-specified time-limit.
|
| 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.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 |
|---|---|
| Algo | |
| UserFeedbackEvent.Level | |
| UserFeedbackEvent.Stage |