id: https://nde.nl/ontology/hc/classes/PatternClassification
name: PatternClassification
title: PatternClassification
prefixes:
  linkml: https://w3id.org/linkml/
  hc: https://nde.nl/ontology/hc/
  schema: http://schema.org/
  prov: http://www.w3.org/ns/prov#
  xsd: http://www.w3.org/2001/XMLSchema#
  skos: http://www.w3.org/2004/02/skos/core#
  dqv: http://www.w3.org/ns/dqv#
imports:
- linkml:types
default_range: string
classes:
  PatternClassification:
    description: "Classification pattern details documenting the method (e.g., regex pattern matching), confidence score, and timestamp of a classification operation. Used to track how entities were automatically categorized.\nOntology mapping rationale: - class_uri is skos:Concept because classification assigns conceptual\n  categories to entities based on pattern matching\n- close_mappings includes dqv:QualityMeasurement as the confidence score\n  represents a quality assessment\n- related_mappings includes prov:Activity as classification is an\n  algorithmic activity and prov:Entity for the result"
    class_uri: skos:Concept
    close_mappings:
    - dqv:QualityMeasurement
    related_mappings:
    - prov:Activity
    - prov:Entity
    attributes:
      method:
        range: string
        description: Classification method (e.g., regex_pattern_matching)
      confidence:
        range: float
        description: Confidence score (0-1)
      timestamp:
        range: datetime
        description: When classification was performed
    annotations:
      specificity_score: 0.1
      specificity_rationale: Generic utility class/slot created during migration
      custodian_types: "['*']"