Completed Experiment

After an experiment status changes from RUNNING to COMPLETE, the UI provides you with several options:

Experiment Complete

  • Scores: Refer to Model Scores.

  • Deploy (Local and Cloud): Refer to Deploying the MOJO Pipeline.

  • Interpret this Model: Refer to Interpreting a Model. (Not supported for multiclass Time Series experiments.)

  • Diagnose Model on New Dataset: Refer to Diagnosing a Model.

  • Score on Another Dataset: Refer to Score on Another Dataset.

  • Transform Another Dataset: Refer to Transform Another Dataset. (Not available for Time Series experiments.)

  • Download Predictions dropdown:

    • Training (Holdout) Predictions: In csv format, available if a validation set was NOT provided.

    • Validation Set Predictions: In csv format, available if a validation set was provided.

    • Test Set Predictions: In csv format, available if a test dataset is used.

  • Download Python Scoring Pipeline: A standalone Python scoring pipeline for H2O Driverless AI. Refer to Driverless AI Standalone Python Scoring Pipeline.

  • Download MOJO Scoring Pipeline: A standalone Model Object, Optimized scoring pipeline. Refer to MOJO Scoring Pipelines. (Not available for TensorFlow or RuleFit models.)

  • Visualize Scoring Pipeline (Experimental): Opens an experiment pipeline visualization page. Refer to Visualizing the Scoring Pipeline.

  • Download Summary & Logs: A zip file containing the following files. Refer to the Experiment Summary section for more information.

    • Experiment logs (regular and anonymized)

    • A summary of the experiment

    • The experiment features along with their relative importance

    • Ensemble information

    • An experiment preview

    • Word version of an auto-generated report for the experiment

    • A target transformations tuning leaderboard

    • A tuning leaderboard

  • Download Autoreport: A Word version of an auto-generated report for the experiment. This file is also available in the Experiment Summary zip file. Note that this option is not available for deprecated models. Refer to the Experiment Autoreport section for more information.

Note: The “Download” options above (with the exception of Autoreport) will appear as “Export” options if artifacts were enabled when Driverless AI was started. Refer to Export Artifacts for more information.