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Version: v0.15.0

Create an adversarial similarity test

An adversarial similarity validation test enables you to analyze a model or dataset.

Instructions​

caution

To run an adversarial similarity test on a model or dataset, you need to define a Connection (any) as a Worker. To learn more, see Set a Connection as Worker.

Model​

To create an adversarial similarity test for a model, consider the following instructions:

  1. In the H2O Model Validation navigation menu, click Models.
  2. In the models table, click the name of the model you want to use for the validation test.
  3. In the H2O Model Validation navigation menu, click Adversarial similarity.
  4. Click New test.
  5. In the Test name box, rewrite or leave as-is the validation test name.
  6. Define the adversarial similarity test settings.
    note

    To learn about each setting for an Adversarial similarity validation test, see Settings: Adversarial similarity.

  7. Click Run adversarial similarity test.

Dataset​

caution

Before you run an adversarial similarity test on a dataset, ensure the following: If you did not import the dataset to the local platform when you imported the dataset to H2O Model Validation, you need to activate the Connection utilized to import the dataset. In other words, if you unchecked the Import to local platform checkbox, you need to activate the Connection utilized to import the dataset.

To create an adversarial similarity test for a dataset, consider the following instructions:

  1. In the H2O Model Validation navigation menu, click Datasets.
  2. In the datasets table, click the name of the dataset you want to use for the validation test.
  3. In the H2O Model Validation navigation menu, click Adversarial similarity.
  4. Click New test.
  5. In the Test name box, rewrite or leave as-is the validation test name.
  6. Define the adversarial similarity test settings.
    note

    To learn about each setting for an Adversarial similarity validation test, see Settings: Adversarial similarity.

  7. Click Run adversarial similarity test.
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