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Version: v0.8.4

Tutorial 1B: H2O-3

Overview​

This tutorial walks through the process (flow) of how you can generate an AutoDoc using H2O AutoDoc for a built model in H2O-3. To generate an AutoDoc for a built model in H2O-3:

Prerequisites​

  • Knowledge of H2O-3

Step 1: H2O-3 MOJO​

To build an AutoDoc for a supervised learning model built-in H2O-3, you need to download its MOJO first. To learn more, see Downloading and uploading in R and Python.

Note

For purposes of this tutorial will use a preloaded MOJO.

With the above in mind, let's continue.

Step 2: AutoDoc settings​

  1. In H2O AutoDoc, click Create new AutoDoc.

    Name

  2. In the New report list, select From H2O-3 MOJO.

  3. In the Report name box, enter a name for the AutoDoc (e.g., H2O-3 AutoDoc).

    Name

  4. Click Next: Upload model.

  5. Click Use credit card model.

    Name
    Note

    Instead of uploading a MOJO, let's use one of the preloaded MOJOs (models).

  6. Click Upload training data.

    Note

    Anytime you are preparing the settings for an AutoDoc for a built model in H2O-3, you need to upload the training dataset used to build the model.

  7. Click Use credit card training data.

    Name
    Note

    The CreditCard_Cat_Train.csv file contains the train data used to built the model.

  8. Click Upload validation data.

    Note

    Anytime you are preparing the settings for an AutoDoc for a built model in H2O-3, you need to upload the validation dataset used to build the model.

  9. Click Use credit card validation data.

    Name
    Note

    The CreditCard_Cat_Valid.csv file contains the validation data used to built the model.

  10. Click Next: Upload test data.

  11. Click Skip test data. For purposes of this tutorial, we will not upload the test dataset.

    Note
    • For purposes of this tutorial, we will not upload the test dataset of the built model in H2O-3.
    • Anytime you want to generate an AutoDoc for a built model in H2O-3, you don't need to provide a test or used test dataset.
    • Not providing a test dataset will lead to the AutoDoc (report) not containing an overview of the validation dataset.

  12. Click Create AutoDoc.

    Name
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