evaluations

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iso_doc_type: "Specification" iso_viewpoint: "ComponentView" type: "module" title: "regression_model_template::jobs::evaluations — Model Evaluation Pipeline" source_path: "src/regression_model_template/jobs/evaluations.py" description: "Evaluates registered model performance against predefined quality thresholds." tags: ["iso42010", "okf", "component_view", "evaluation", "metrics"] timestamp: "2026-10-01T17:50:00Z" generated: "agent:wiki-iso-documentation-standard" verified: "true" last_verified_commit: "073b5fd"

regression_model_template::jobs::evaluations — Model Evaluation Pipeline

Source: src/regression_model_template/jobs/evaluations.py (Lines: L1-L125)
Layer: Application
Role: Ingests test partitions, evaluates model predictions against configured metric thresholds, and logs verification reports to MLflow.

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1. Class Diagram

classDiagram
    class EvaluationsJob {
        +str KIND = "EvaluationsJob"
        +RunConfig run_config
        +ReaderKind inputs
        +ReaderKind targets
        +str model_type
        +run() Locals
    }
    EvaluationsJob --|> Job : implements

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Related: Metrics · Promotion Job