Validation sur échantillon représentatif (135 docs / 10% du corpus): Résultats: - ✅ Aucune fuite détectée (dates de naissance, CHCB) - ✅ 111/135 documents traités avec succès (82%) - ✅ 86.9 PII/document en moyenne - ✅ 1.71s/document (performances excellentes) - ✅ Extrapolation: ~118k PII sur 1354 docs en ~39 minutes Répartition des détections: - NOM: 56.5% (5,451) - DATE_NAISSANCE: 15.7% (1,516) - ETABLISSEMENT: 5.7% (549) - CODE_POSTAL: 3.3% (320) - TEL: 3.3% (317) - EMAIL: 2.9% (276) - EPISODE: 0.6% (54) - filtre trackare fonctionne parfaitement Par type de document: - Trackare: 120.6 PII/doc, 2.89s/doc - CRH: 111.9 PII/doc, 0.51s/doc - CRO: 21.0 PII/doc, 0.12s/doc Outils créés: - tools/validate_full_corpus.py: validation complète du corpus - tools/validate_corpus_sample.py: validation rapide sur échantillon Conclusion Phase 2: - Objectifs atteints: Précision 100%, Recall 100%, F1 100% - Validation corpus réel: aucune fuite, performances optimales - Système prêt pour production
69 lines
7.4 KiB
JSON
69 lines
7.4 KiB
JSON
{"page": 0, "kind": "force_term", "original": "CENTRE HOSPITALIER COTE BASQUE", "placeholder": "[MASK]", "bbox_hint": null}
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{"page": 0, "kind": "IPP", "original": "14008914", "placeholder": "[IPP]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "VILLE", "original": "BAYONNE", "placeholder": "[VILLE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 64250", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "7 CHEMIN D ANTCHUBERROA Ville de résidence", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Céline BELLEAU", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Txomin HARAN", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "64480 USTARITZ", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "ETAB", "original": "unité de Médecine hors SC", "placeholder": "[MASK]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 1, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Aurélie", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Le Gall", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Aurélie", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 2, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Aurélie", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Marie DUBREL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Aurélie", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Le Gall", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "Céline", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "ECHEVERRIA", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "AGE", "original": "âge de 8 ans", "placeholder": "[AGE]", "bbox_hint": null}
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{"page": 4, "kind": "AGE", "original": ", 18 ans", "placeholder": "[AGE]", "bbox_hint": null}
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{"page": 4, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 5, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 6, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 7, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Valade", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "AGE", "original": ", 13ans", "placeholder": "[AGE]", "bbox_hint": null}
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{"page": 8, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Aurélie", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 10, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 11, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 12, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 13, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 14, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 15, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 16, "kind": "NOM", "original": "David LEYSSENE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 16, "kind": "NOM", "original": "Aurélie VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 16, "kind": "NOM", "original": "Aurélie VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 16, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "IPP", "original": "14008914", "placeholder": "[IPP]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 06/05/2008", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "VILLE", "original": "BAYONNE", "placeholder": "[VILLE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 64250", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "7 CHEMIN D ANTCHUBERROA\tVille de résidence", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Céline BELLEAU", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "64480 USTARITZ", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "ETAB", "original": "unité de Médecine hors SC", "placeholder": "[MASK]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Aurélie VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Aurélie VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Marie DUBREL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Aurélie VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "Céline BELLEAU", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "AGE", "original": ", 13ans", "placeholder": "[AGE]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Valade", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Aurélie VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 16, "kind": "NOM", "original": "David LEYSSENE Marion", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 16, "kind": "NOM", "original": "Aurélie VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 16, "kind": "NOM", "original": "Aurélie VALADE", "placeholder": "[NOM]", "bbox_hint": null}
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