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docs(accuracy): publish phase 4 benchmark evidence
2026-08-02 05:10:05 +02:00

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{
"claim_boundary": "Synthetic deterministic reference cases validate evaluator behavior, not production model accuracy.",
"observed_codes": [
{
"error_code": "D-VALIDATION-FN",
"kind": "validation_false_negative"
},
{
"error_code": "D-VALIDATION-FP",
"kind": "validation_false_positive"
},
{
"error_code": "M-AREA-BIAS",
"kind": "area_bias"
},
{
"error_code": "M-CLASS",
"kind": "raster_misclassification"
},
{
"error_code": "M-FN-MISSED",
"kind": "event_false_negative"
},
{
"error_code": "M-FN-MISSED",
"kind": "false_negative"
},
{
"error_code": "M-FP-CONFUSER",
"kind": "event_false_positive"
},
{
"error_code": "M-FP-CONFUSER",
"kind": "false_positive"
},
{
"error_code": "M-MISCALIBRATED",
"kind": "miscalibrated"
},
{
"error_code": "P-PARTIAL",
"kind": "terrain_missing"
}
],
"observed_failure_count": 14,
"schema_version": 2,
"source": "docs/accuracy-program/05-metric-framework.md section 4"
}