Validation tests

H2O Model Validation offers an array of validation tests to analyze the robustness and stability of Driverless AI (DAI) experiments. Specific validation tests are available to analyze an experiment or dataset.

Validation tests for an experiment:

• Adversarial Similarity
• Backtesting
• Drift Detection
• Size Dependency

Validation tests for a dataset:

• Adversarial Similarity
• Drift Detection

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