Supported validation tests

Overview

H2O Model Validation offers a variety of validation tests to analyze the robustness and stability of a model or dataset.

Supported validation tests for a "model"

H2O Model Validation supports the following tests for a model:

• Adversarial similarity
• Backtesting
• Drift detection
• Size dependency
• Calibration score
• Segment performance
• Robustness

Supported validation tests for a "dataset"

H2O Model Validation supports the following tests for a dataset:

• Adversarial similarity
• Drift detection

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