id: https://nde.nl/ontology/hc/class/DetectionThreshold
name: DetectionThreshold
title: Detection Threshold Class
prefixes:
  linkml: https://w3id.org/linkml/
  hc: https://nde.nl/ontology/hc/
  dqv: http://www.w3.org/ns/dqv#
  schema: http://schema.org/
default_prefix: hc
imports:
- linkml:types
- ../slots/has_description
- ../slots/has_label
- ../slots/has_type
classes:
  DetectionThreshold:
    class_uri: dqv:QualityMeasurement
    description: >-
      Confidence cutoff specification used to filter automated detection results
      and determine acceptance criteria in analysis pipelines.
    alt_descriptions:
      nl: >-
        Betrouwbaarheidsdrempelspecificatie gebruikt om geautomatiseerde detectieresultaten te filteren
        en acceptatiecriteria te bepalen in analysepijplijnen.
      de: >-
        Konfidenzschwellen-Spezifikation zur Filterung automatischer Erkennungsergebnisse
        und Bestimmung von Akzeptanzkriterien in Analyse-Pipelines.
      fr: >-
        Spécification de seuil de confiance utilisée pour filtrer les résultats de détection automatisée
        et déterminer les critères d'acceptation dans les pipelines d'analyse.
      es: >-
        Especificación de umbral de confianza utilizada para filtrar resultados de detección automatizada
        y determinar criterios de aceptación en pipelines de análisis.
      ar: >-
        مواصفة عتبة الثقة المستخدمة لتصفية نتائج الكشف الآلي
        وتحديد معايير القبول في خطوط تحليل البيانات.
      id: >-
        Spesifikasi ambang kepercayaan yang digunakan untuk menyaring hasil deteksi otomatis
        dan menentukan kriteria penerimaan dalam pipeline analisis.
      zh: >-
        用于过滤自动检测结果并确定分析管道中接受标准的置信度阈值规范。
    broad_mappings:
    - dqv:QualityMeasurement
    close_mappings:
    - schema:QuantitativeValue
    slots:
    - has_label
    - has_description
    - has_type
    structured_aliases:
    - literal_form: detectiedrempel
      predicate: EXACT_SYNONYM
      in_language: nl
    - literal_form: Erkennungsschwelle
      predicate: EXACT_SYNONYM
      in_language: de
    - literal_form: seuil de détection
      predicate: EXACT_SYNONYM
      in_language: fr
    - literal_form: umbral de detección
      predicate: EXACT_SYNONYM
      in_language: es
    - literal_form: عتبة الكشف
      predicate: EXACT_SYNONYM
      in_language: ar
    - literal_form: ambang deteksi
      predicate: EXACT_SYNONYM
      in_language: id
    - literal_form: 检测阈值
      predicate: EXACT_SYNONYM
      in_language: zh
    comments:
    - Controls quality filtering in automated analysis
    - Higher thresholds reduce false positives but may miss valid detections
    - 'Preserved from prior description: Confidence cutoff specification used to filter machine-detection results in analysis pipelines.'
    keywords:
    - threshold
    - confidence
    - filtering
    - quality control
    - detection
    examples:
    - value:
        has_label: High Confidence
        has_type: confidence_cutoff
        has_description: Minimum 0.85 confidence for automated classification
      description: Threshold for high-confidence automated detection
    annotations:
      specificity_score: 0.5
      specificity_rationale: Quality measurement parameter for automated analysis pipelines
      custodian_types: "['*']"