Key terms
H2O Model Validation uses several key terms across its documentation, and each, in turn, is explained in the sections below.
Worker
A Connection that certain validation tests require to utilize to build and run certain models to achieve their test goals.
Connection
A Connection refers to a connection between H2O Model Validation and a supported Platform. A Connection enables you to import your datasets and models from a Platform to H2O Model Validation; furthermore, it enables you to run certain validation tests.
Primary Dataset
In the context of a particular validation test (for example, backtesting), the concept of a "Primary Dataset" differs.
- Adversarial similarity: Primary Dataset
- Backtesting: Primary Dataset
- Drift detection: Primary Dataset
- Size dependency: Primary Dataset
Secondary Dataset
In the context of a particular validation test (for example, drift detection), the concept of a "Secondary Dataset" differs.
- Adversarial similarity: Secondary Dataset
- Drift detection: Secondary Dataset
- Size dependency: Secondary Dataset
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