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@var-ia/eval

v0.1.1

Published

5 days ago

Evaluation harness for ground truth validation and benchmark pages

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0Medium
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@var-ia/eval

Generic evaluation harness for L2 model quality — benchmarks, calibration, L3 ground truth validation.

Exports

Harness

createEvalHarness() — returns an EvalHarness with evaluate(), benchmarkPages(), and computeScores()
EvalHarness — interface for running test cases against evidence events
EvalTestCase — a single benchmark case (page, revision range, expected events)
EvalResult — per-test result with precision, matches, misses, false positives
EvalScoreSummary — aggregate scores across all tests

L2 Benchmark

runL2Benchmark() — run L2 interpretation benchmark across a synthetic dataset
buildL2Dataset() — construct a benchmark dataset of test cases
printBenchmarkResult() — format benchmark results for display

Calibration

computeCalibration() — compute calibration scores for model interpretations against expected labels
ExpectedInterpretation — expected interpretation for a calibration case

L3 Ground Truth

validateAgainstGroundTruth() — validate L1 events against L3 outcome labels
GROUND_TRUTH_LABELS — built-in ground truth labels
getGroundTruthById() / getGroundTruthForPage() — lookup helpers
OutcomeLabel — L3 ground truth label type
L3ValidationResult / L3ValidationSummary — validation result types

License

AGPL-3.0