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Task 6: Run the experiment

In this task, you will execute the configured experiment in H2O Driverless AI (DAI). The dai.experiments.create() function initiates the experiment, monitors its progress, and waits for it to complete. Upon completion, it returns an experiment object containing all the results and metrics. This object can also be used for further analyses, such as running interpretations.

To run the experiment, execute the following code:

experiment = dai.experiments.create(**experiment_config)

Once the experiment starts, you will see a log message indicating its launch and a link to monitor its progress in the DAI user interface.

Once the experiment completes, you can view its summary by running:

print(experiment.summary)

The summary provides a comprehensive overview of the experiment's execution and results such as,

  • Experiment details
  • System specifications
  • Recipe and configuration
  • Execution timing
  • Performance metrics
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