43 lines
2 KiB
YAML
43 lines
2 KiB
YAML
id: https://nde.nl/ontology/hc/class/ConfidenceThreshold
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name: ConfidenceThreshold
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title: Confidence Threshold
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prefixes:
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linkml: https://w3id.org/linkml/
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hc: https://nde.nl/ontology/hc/
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schema: http://schema.org/
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imports:
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- linkml:types
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- ../slots/20260202_matang/has_description
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default_prefix: hc
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classes:
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ConfidenceThreshold:
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class_uri: hc:ConfidenceThreshold
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description: "A threshold value used in confidence-based processing or validation.\n\
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\n**DEFINITION**:\n\nConfidenceThreshold captures the minimum (or maximum) confidence\
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\ level\nrequired for an action or classification to be accepted. Common in:\n\
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- NLP entity extraction pipelines\n- ML classification workflows\n- Automated\
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\ data validation\n- Quality assurance checks\n\n**THRESHOLD TYPES**:\n\n- **CONFIDENCE**:\
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\ Minimum confidence score for acceptance (0.0-1.0)\n- **PROBABILITY**: Probability\
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\ threshold for classification\n- **QUALITY**: Minimum quality score for data\
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\ acceptance\n- **SIMILARITY**: Minimum similarity score for matching\n\n**EXAMPLE**:\n\
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```yaml\nhas_threshold:\n - threshold_value: 0.85\n threshold_type:\
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\ CONFIDENCE\n threshold_description: \"Entity must have ≥85% confidence\
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\ to be extracted\"\n - threshold_value: 0.70\n threshold_type: SIMILARITY\n\
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\ threshold_description: \"Name matches require ≥70% similarity\"\n```\n\n\
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**Migration (2026-01-22)**:\nCreated as part of confidence_threshold → has_threshold\
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\ migration\nper slot_fixes.yaml (Rule 53).\n"
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slots:
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- has_description
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slot_usage:
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has_description:
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# range: string
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annotations:
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custodian_types: '["*"]'
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custodian_types_rationale: Threshold-based processing applies across heritage
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types.
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specificity_score: 0.6
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specificity_rationale: Specialized class for methodology/processing contexts.
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examples:
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- value: null
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- value: null
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- value: null
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