{ "$comment": "HT-Bench results published on hiddentokens.com. Synthetic data only. Field names inside 'hidden_tokens' and 'comparison' are the bench's own (French) output, unchanged.", "name": "HT-Bench", "dataset_version": "0.2.0", "split": "test (held-out: no engine rule is tuned on it)", "dataset_seed": "ht-bench-v0-test", "dataset_sha256": "4881c8d2bc9febe584e4dab351739c8bd00858a20eab834c15993fcace79e10b", "synthetic": true, "documents": 366, "labelled_values": 3420, "direct_identifiers": 2523, "decoys": 3029, "connector": "Hidden Tokens connector (mcp-anonymiseur) 2.27.0", "connector_version": "2.27.0", "source": { "repository": "https://github.com/ai4xedu/ai4x-apps", "commit": "64da6bb2b85c1738dd729edd71579ad914653438", "path": "apps/mcp-anonymiseur/bench/ht-bench/", "commands": [ "npm run bench:ht:test", "npm run bench:ht:comparer" ] }, "run_date": "2026-10-25", "runtime": { "node": "26.5.0", "python_for_presidio": "3.12.13", "os": "macOS (Apple Silicon)" }, "measured_path": "anonymiser_fichier sur un .md (MCP stdio, fichier *-anonymise.md écrit sur le poste) — moteur + verrou, pack du document activé par reglages.json ; verrou de sortie mesuré à part sur la réponse de coder_texte", "hit_rule": "A value is detected only if every letter and digit of it is under a code (name particles such as Ben, El, Ait, de may stay readable; for addresses, short numbers and structure words). A partly coded value is a leak and counts as missed.", "target": "direct-identifier recall >= 99% per pack", "packs_not_covered": { "notariat-ma": "pack ships with connector 2.27.0 (pack version 1.0.0) but HT-Bench 0.2.0 has no notary documents yet: not measured" }, "presidio": { "package": "presidio-analyzer 2.2.358", "spacy": "3.8.7", "models": [ "en_core_web_lg 3.8.0", "fr_core_news_lg 3.8.0" ], "configuration": "AnalyzerEngine with default recognizers, each document analysed in English and in French, union of spans, no score threshold. Any span Presidio returns counts as a coded passage.", "environment_note": "preshed pinned to 3.0.9: preshed 3.0.14 (resolved by default on 2026-10-25) makes spaCy 3.8.7 fail to load its models (OverflowError). No effect on results.", "network": "sockets and DNS disabled before Presidio/spaCy are imported" }, "headline": { "direct_identifier_recall": { "hidden_tokens": { "n": 2523, "detectes": 2478, "partiels": 30, "manques": 15, "rappel": 0.9821640903686087 }, "presidio": { "n": 2523, "detectes": 1956, "partiels": 287, "manques": 280, "rappel": 0.7752675386444708 } }, "precision": { "hidden_tokens": 0.8719888512840932, "presidio": 0.5473972602739726 }, "decoys_coded": { "hidden_tokens": { "n": 3029, "codes": 183, "taux_faux_positifs": 0.060415978870914495 }, "presidio": { "n": 3029, "codes": 1139, "taux_faux_positifs": 0.37603169362826017 } } }, "hidden_tokens": { "banc": "HT-Bench", "version_jeu": "0.2.0", "split": "test", "jeu_sha256": "4881c8d2bc9febe584e4dab351739c8bd00858a20eab834c15993fcace79e10b", "version_moteur": "2.27.0", "chemin": "anonymiser_fichier sur un .md (MCP stdio, fichier *-anonymise.md écrit sur le poste) — moteur + verrou, pack du document activé par reglages.json ; verrou de sortie mesuré à part sur la réponse de coder_texte", "documents": 366, "global": { "direct": { "n": 2523, "detectes": 2478, "partiels": 30, "manques": 15, "rappel": 0.9821640903686087 }, "tous": { "n": 3420, "detectes": 3331, "partiels": 30, "manques": 59, "rappel": 0.9739766081871345 }, "precision": 0.8719888512840932, "passages": 5023, "leurres": { "n": 3029, "codes": 183, "taux_faux_positifs": 0.060415978870914495 } }, "par_type": { "PERSONNE": { "libelle": "Nom de personne", "direct": true, "n": 965, "detectes": 949, "partiels": 13, "manques": 3, "rappel": 0.983419689119171, "passages": 2299, "passages_justes": 1829, "precision": 0.7955632883862549, "f1": 0.8795728926383725, "bien_etiquetes": 943 }, "CIN": { "libelle": "CIN marocaine", "direct": true, "n": 192, "detectes": 192, "partiels": 0, "manques": 0, "rappel": 1, "passages": 216, "passages_justes": 159, "precision": 0.7361111111111112, "f1": 0.8480000000000001, "bien_etiquetes": 159 }, "NIR": { "libelle": "NIR (sécurité sociale, France)", "direct": true, "n": 40, "detectes": 26, "partiels": 14, "manques": 0, "rappel": 0.65, "passages": 0, "passages_justes": 0, "precision": null, "f1": null, "bien_etiquetes": 26 }, "CNSS": { "libelle": "N° CNSS", "direct": true, "n": 72, "detectes": 60, "partiels": 0, "manques": 12, "rappel": 0.8333333333333334, "passages": 48, "passages_justes": 48, "precision": 1, "f1": 0.9090909090909091, "bien_etiquetes": 48 }, "ICE": { "libelle": "ICE", "direct": true, "n": 159, "detectes": 159, "partiels": 0, "manques": 0, "rappel": 1, "passages": 159, "passages_justes": 159, "precision": 1, "f1": 1, "bien_etiquetes": 159 }, "IF": { "libelle": "Identifiant fiscal (IF)", "direct": true, "n": 58, "detectes": 58, "partiels": 0, "manques": 0, "rappel": 1, "passages": 31, "passages_justes": 31, "precision": 1, "f1": 1, "bien_etiquetes": 31 }, "RC": { "libelle": "Registre de commerce (RC)", "direct": true, "n": 53, "detectes": 53, "partiels": 0, "manques": 0, "rappel": 1, "passages": 53, "passages_justes": 53, "precision": 1, "f1": 1, "bien_etiquetes": 53 }, "SIREN": { "libelle": "SIREN", "direct": true, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1, "passages": 190, "passages_justes": 24, "precision": 0.12631578947368421, "f1": 0.22429906542056077, "bien_etiquetes": 24 }, "SIRET": { "libelle": "SIRET", "direct": true, "n": 31, "detectes": 31, "partiels": 0, "manques": 0, "rappel": 1, "passages": 0, "passages_justes": 0, "precision": null, "f1": null, "bien_etiquetes": 12 }, "TEL": { "libelle": "Téléphone", "direct": true, "n": 462, "detectes": 462, "partiels": 0, "manques": 0, "rappel": 1, "passages": 430, "passages_justes": 430, "precision": 1, "f1": 1, "bien_etiquetes": 430 }, "EMAIL": { "libelle": "E-mail", "direct": true, "n": 200, "detectes": 200, "partiels": 0, "manques": 0, "rappel": 1, "passages": 200, "passages_justes": 200, "precision": 1, "f1": 1, "bien_etiquetes": 200 }, "IBAN": { "libelle": "IBAN", "direct": true, "n": 55, "detectes": 54, "partiels": 1, "manques": 0, "rappel": 0.9818181818181818, "passages": 161, "passages_justes": 54, "precision": 0.33540372670807456, "f1": 0.5, "bien_etiquetes": 54 }, "RIB": { "libelle": "RIB", "direct": true, "n": 109, "detectes": 107, "partiels": 2, "manques": 0, "rappel": 0.981651376146789, "passages": 0, "passages_justes": 0, "precision": null, "f1": null, "bien_etiquetes": 107 }, "IMEI": { "libelle": "IMEI", "direct": true, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1, "passages": 24, "passages_justes": 24, "precision": 1, "f1": 1, "bien_etiquetes": 24 }, "IMSI": { "libelle": "IMSI", "direct": true, "n": 19, "detectes": 19, "partiels": 0, "manques": 0, "rappel": 1, "passages": 19, "passages_justes": 19, "precision": 1, "f1": 1, "bien_etiquetes": 19 }, "CARTE": { "libelle": "Numéro de carte bancaire", "direct": true, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1, "passages": 46, "passages_justes": 24, "precision": 0.5217391304347826, "f1": 0.6857142857142856, "bien_etiquetes": 24 }, "CVV": { "libelle": "Cryptogramme (CVV / CVC)", "direct": true, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1, "passages": 12, "passages_justes": 12, "precision": 1, "f1": 1, "bien_etiquetes": 12 }, "PASSEPORT": { "libelle": "Passeport, titre de séjour, permis", "direct": true, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1, "passages": 12, "passages_justes": 12, "precision": 1, "f1": 1, "bien_etiquetes": 24 }, "BIC": { "libelle": "BIC / SWIFT", "direct": false, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1, "passages": 0, "passages_justes": 0, "precision": null, "f1": null, "bien_etiquetes": 0 }, "ICCID": { "libelle": "ICCID (carte SIM)", "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1, "passages": 12, "passages_justes": 12, "precision": 1, "f1": 1, "bien_etiquetes": 12 }, "ADRESSE": { "libelle": "Adresse postale", "direct": false, "n": 184, "detectes": 170, "partiels": 0, "manques": 14, "rappel": 0.9239130434782609, "passages": 172, "passages_justes": 172, "precision": 1, "f1": 0.96045197740113, "bien_etiquetes": 153 }, "SOCIETE": { "libelle": "Société", "direct": false, "n": 279, "detectes": 279, "partiels": 0, "manques": 0, "rappel": 1, "passages": 430, "passages_justes": 279, "precision": 0.6488372093023256, "f1": 0.7870239774330042, "bien_etiquetes": 279 }, "NAISSANCE": { "libelle": "Date de naissance", "direct": false, "n": 86, "detectes": 68, "partiels": 0, "manques": 18, "rappel": 0.7906976744186046, "passages": 68, "passages_justes": 68, "precision": 1, "f1": 0.8831168831168831, "bien_etiquetes": 68 }, "PATENTE": { "libelle": "N° de patente", "direct": false, "n": 5, "detectes": 5, "partiels": 0, "manques": 0, "rappel": 1, "passages": 5, "passages_justes": 5, "precision": 1, "f1": 1, "bien_etiquetes": 5 }, "TVA": { "libelle": "N° de TVA intracommunautaire", "direct": false, "n": 7, "detectes": 7, "partiels": 0, "manques": 0, "rappel": 1, "passages": 7, "passages_justes": 7, "precision": 1, "f1": 1, "bien_etiquetes": 7 }, "MATRICULE": { "libelle": "Matricule salarié", "direct": false, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1, "passages": 24, "passages_justes": 24, "precision": 1, "f1": 1, "bien_etiquetes": 24 }, "PATIENT": { "libelle": "N° de dossier patient / IPP", "direct": false, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1, "passages": 30, "passages_justes": 24, "precision": 0.8, "f1": 0.888888888888889, "bien_etiquetes": 24 }, "PRATICIEN": { "libelle": "Identifiant praticien (INPE, RPPS)", "direct": false, "n": 36, "detectes": 36, "partiels": 0, "manques": 0, "rappel": 1, "passages": 36, "passages_justes": 36, "precision": 1, "f1": 1, "bien_etiquetes": 36 }, "POLICE": { "libelle": "N° de police d'assurance", "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1, "passages": 12, "passages_justes": 12, "precision": 1, "f1": 1, "bien_etiquetes": 12 }, "SINISTRE": { "libelle": "N° de sinistre", "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1, "passages": 12, "passages_justes": 12, "precision": 1, "f1": 1, "bien_etiquetes": 12 }, "FACTURE": { "libelle": "N° de facture / pièce", "direct": false, "n": 48, "detectes": 48, "partiels": 0, "manques": 0, "rappel": 1, "passages": 24, "passages_justes": 24, "precision": 1, "f1": 1, "bien_etiquetes": 24 }, "RG": { "libelle": "N° RG / parquet", "direct": false, "n": 48, "detectes": 48, "partiels": 0, "manques": 0, "rappel": 1, "passages": 36, "passages_justes": 36, "precision": 1, "f1": 1, "bien_etiquetes": 36 }, "IMMAT": { "libelle": "Immatriculation (véhicule)", "direct": false, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1, "passages": 24, "passages_justes": 24, "precision": 1, "f1": 1, "bien_etiquetes": 24 }, "EFFET": { "libelle": "N° de chèque ou de LCN", "direct": false, "n": 48, "detectes": 36, "partiels": 0, "manques": 12, "rappel": 0.75, "passages": 36, "passages_justes": 36, "precision": 1, "f1": 0.8571428571428571, "bien_etiquetes": 36 }, "CONTRAT": { "libelle": "N° de contrat ou de dossier de crédit", "direct": false, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1, "passages": 0, "passages_justes": 0, "precision": null, "f1": null, "bien_etiquetes": 24 } }, "par_pack": { "core": { "documents": 42, "direct": { "n": 322, "detectes": 321, "partiels": 1, "manques": 0, "rappel": 0.9968944099378882 }, "tous": { "n": 378, "detectes": 371, "partiels": 1, "manques": 6, "rappel": 0.9814814814814815 }, "precision": 0.9346153846153846, "f1": 0.9574752806482789, "passages": 520, "passages_leurres": 3, "passages_hors_etiquette": 31, "leurres": { "n": 141, "codes": 3, "taux_faux_positifs": 0.02127659574468085 }, "direct_par_type": { "CIN": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL": { "n": 56, "detectes": 56, "partiels": 0, "manques": 0, "rappel": 1 }, "NIR": { "n": 4, "detectes": 4, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE": { "n": 140, "detectes": 139, "partiels": 1, "manques": 0, "rappel": 0.9928571428571429 }, "TEL": { "n": 98, "detectes": 98, "partiels": 0, "manques": 0, "rappel": 1 } } }, "telecom-ma": { "documents": 36, "direct": { "n": 242, "detectes": 242, "partiels": 0, "manques": 0, "rappel": 1 }, "tous": { "n": 269, "detectes": 269, "partiels": 0, "manques": 0, "rappel": 1 }, "precision": 0.8270676691729323, "f1": 0.9053497942386831, "passages": 399, "passages_leurres": 17, "passages_hors_etiquette": 52, "leurres": { "n": 158, "codes": 17, "taux_faux_positifs": 0.10759493670886076 }, "direct_par_type": { "CIN": { "n": 36, "detectes": 36, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "ICE": { "n": 3, "detectes": 3, "partiels": 0, "manques": 0, "rappel": 1 }, "IMEI": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "IMSI": { "n": 19, "detectes": 19, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE": { "n": 72, "detectes": 72, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL": { "n": 64, "detectes": 64, "partiels": 0, "manques": 0, "rappel": 1 } } }, "juridique-fr": { "documents": 36, "direct": { "n": 276, "detectes": 265, "partiels": 8, "manques": 3, "rappel": 0.9601449275362319 }, "tous": { "n": 420, "detectes": 399, "partiels": 8, "manques": 13, "rappel": 0.95 }, "precision": 0.8707165109034268, "f1": 0.9086320472238858, "passages": 642, "passages_leurres": 29, "passages_hors_etiquette": 54, "leurres": { "n": 300, "codes": 29, "taux_faux_positifs": 0.09666666666666666 }, "direct_par_type": { "CIN": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "NIR": { "n": 12, "detectes": 9, "partiels": 3, "manques": 0, "rappel": 0.75 }, "PERSONNE": { "n": 144, "detectes": 136, "partiels": 5, "manques": 3, "rappel": 0.9444444444444444 }, "SIREN": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "SIRET": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL": { "n": 48, "detectes": 48, "partiels": 0, "manques": 0, "rappel": 1 } } }, "banque-assurance": { "documents": 96, "direct": { "n": 652, "detectes": 649, "partiels": 3, "manques": 0, "rappel": 0.995398773006135 }, "tous": { "n": 875, "detectes": 872, "partiels": 3, "manques": 0, "rappel": 0.9965714285714286 }, "precision": 0.8167358229598893, "f1": 0.8977359850794604, "passages": 1446, "passages_leurres": 25, "passages_hors_etiquette": 240, "leurres": { "n": 676, "codes": 25, "taux_faux_positifs": 0.03698224852071006 }, "direct_par_type": { "CARTE": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "CIN": { "n": 72, "detectes": 72, "partiels": 0, "manques": 0, "rappel": 1 }, "CVV": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "IBAN": { "n": 36, "detectes": 36, "partiels": 0, "manques": 0, "rappel": 1 }, "ICE": { "n": 19, "detectes": 19, "partiels": 0, "manques": 0, "rappel": 1 }, "IF": { "n": 5, "detectes": 5, "partiels": 0, "manques": 0, "rappel": 1 }, "PASSEPORT": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE": { "n": 260, "detectes": 257, "partiels": 3, "manques": 0, "rappel": 0.9884615384615385 }, "RIB": { "n": 80, "detectes": 80, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL": { "n": 96, "detectes": 96, "partiels": 0, "manques": 0, "rappel": 1 } } }, "sante": { "documents": 36, "direct": { "n": 204, "detectes": 196, "partiels": 8, "manques": 0, "rappel": 0.9607843137254902 }, "tous": { "n": 324, "detectes": 301, "partiels": 8, "manques": 15, "rappel": 0.9290123456790124 }, "precision": 0.8125, "f1": 0.8668586619406293, "passages": 528, "passages_leurres": 34, "passages_hors_etiquette": 65, "leurres": { "n": 240, "codes": 34, "taux_faux_positifs": 0.14166666666666666 }, "direct_par_type": { "CIN": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "CNSS": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "NIR": { "n": 12, "detectes": 5, "partiels": 7, "manques": 0, "rappel": 0.4166666666666667 }, "PERSONNE": { "n": 96, "detectes": 95, "partiels": 1, "manques": 0, "rappel": 0.9895833333333334 }, "TEL": { "n": 48, "detectes": 48, "partiels": 0, "manques": 0, "rappel": 1 } } }, "expertise-comptable": { "documents": 84, "direct": { "n": 599, "detectes": 595, "partiels": 4, "manques": 0, "rappel": 0.993322203672788 }, "tous": { "n": 842, "detectes": 825, "partiels": 4, "manques": 13, "rappel": 0.9798099762470309 }, "precision": 0.9546296296296296, "f1": 0.9670559183037709, "passages": 1080, "passages_leurres": 1, "passages_hors_etiquette": 48, "leurres": { "n": 1142, "codes": 1, "taux_faux_positifs": 0.0008756567425569177 }, "direct_par_type": { "CIN": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "CNSS": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL": { "n": 48, "detectes": 48, "partiels": 0, "manques": 0, "rappel": 1 }, "IBAN": { "n": 7, "detectes": 6, "partiels": 1, "manques": 0, "rappel": 0.8571428571428571 }, "ICE": { "n": 113, "detectes": 113, "partiels": 0, "manques": 0, "rappel": 1 }, "IF": { "n": 41, "detectes": 41, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE": { "n": 205, "detectes": 202, "partiels": 3, "manques": 0, "rappel": 0.9853658536585366 }, "RC": { "n": 41, "detectes": 41, "partiels": 0, "manques": 0, "rappel": 1 }, "RIB": { "n": 17, "detectes": 17, "partiels": 0, "manques": 0, "rappel": 1 }, "SIRET": { "n": 7, "detectes": 7, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL": { "n": 96, "detectes": 96, "partiels": 0, "manques": 0, "rappel": 1 } } }, "rh-paie": { "documents": 36, "direct": { "n": 228, "detectes": 210, "partiels": 6, "manques": 12, "rappel": 0.9210526315789473 }, "tous": { "n": 312, "detectes": 294, "partiels": 6, "manques": 12, "rappel": 0.9423076923076923 }, "precision": 0.8921568627450981, "f1": 0.916546762589928, "passages": 408, "passages_leurres": 38, "passages_hors_etiquette": 6, "leurres": { "n": 372, "codes": 74, "taux_faux_positifs": 0.1989247311827957 }, "direct_par_type": { "CIN": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "CNSS": { "n": 36, "detectes": 24, "partiels": 0, "manques": 12, "rappel": 0.6666666666666666 }, "EMAIL": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "IBAN": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "ICE": { "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "IF": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "NIR": { "n": 12, "detectes": 8, "partiels": 4, "manques": 0, "rappel": 0.6666666666666666 }, "PERSONNE": { "n": 48, "detectes": 48, "partiels": 0, "manques": 0, "rappel": 1 }, "RC": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "RIB": { "n": 12, "detectes": 10, "partiels": 2, "manques": 0, "rappel": 0.8333333333333334 }, "SIRET": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL": { "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 } } } }, "par_variante": { "ADRESSE · fr-batiment": { "direct": false, "n": 25, "detectes": 21, "partiels": 0, "manques": 4, "rappel": 0.84 }, "ADRESSE · fr-bis": { "direct": false, "n": 25, "detectes": 21, "partiels": 0, "manques": 4, "rappel": 0.84 }, "ADRESSE · fr-rue": { "direct": false, "n": 21, "detectes": 15, "partiels": 0, "manques": 6, "rappel": 0.7142857142857143 }, "ADRESSE · ma-douar-hay": { "direct": false, "n": 30, "detectes": 30, "partiels": 0, "manques": 0, "rappel": 1 }, "ADRESSE · ma-lotissement": { "direct": false, "n": 29, "detectes": 29, "partiels": 0, "manques": 0, "rappel": 1 }, "ADRESSE · ma-residence": { "direct": false, "n": 25, "detectes": 25, "partiels": 0, "manques": 0, "rappel": 1 }, "ADRESSE · ma-rue": { "direct": false, "n": 29, "detectes": 29, "partiels": 0, "manques": 0, "rappel": 1 }, "BIC · bic-11": { "direct": false, "n": 9, "detectes": 9, "partiels": 0, "manques": 0, "rappel": 1 }, "BIC · bic-8": { "direct": false, "n": 15, "detectes": 15, "partiels": 0, "manques": 0, "rappel": 1 }, "CARTE · carte-collee": { "direct": true, "n": 8, "detectes": 8, "partiels": 0, "manques": 0, "rappel": 1 }, "CARTE · carte-groupes": { "direct": true, "n": 4, "detectes": 4, "partiels": 0, "manques": 0, "rappel": 1 }, "CARTE · carte-masquee": { "direct": true, "n": 9, "detectes": 9, "partiels": 0, "manques": 0, "rappel": 1 }, "CARTE · carte-tirets": { "direct": true, "n": 3, "detectes": 3, "partiels": 0, "manques": 0, "rappel": 1 }, "CIN · cin-colle": { "direct": true, "n": 113, "detectes": 113, "partiels": 0, "manques": 0, "rappel": 1 }, "CIN · cin-espace": { "direct": true, "n": 46, "detectes": 46, "partiels": 0, "manques": 0, "rappel": 1 }, "CIN · cin-tiret": { "direct": true, "n": 33, "detectes": 33, "partiels": 0, "manques": 0, "rappel": 1 }, "CNSS · cnss-affiliation-7": { "direct": true, "n": 24, "detectes": 12, "partiels": 0, "manques": 12, "rappel": 0.5 }, "CNSS · cnss-assure-9": { "direct": true, "n": 48, "detectes": 48, "partiels": 0, "manques": 0, "rappel": 1 }, "CONTRAT · credit-numerique": { "direct": false, "n": 11, "detectes": 11, "partiels": 0, "manques": 0, "rappel": 1 }, "CONTRAT · credit-prefixe": { "direct": false, "n": 13, "detectes": 13, "partiels": 0, "manques": 0, "rappel": 1 }, "CVV · cvv-3": { "direct": true, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "EFFET · cheque-7": { "direct": false, "n": 36, "detectes": 24, "partiels": 0, "manques": 12, "rappel": 0.6666666666666666 }, "EFFET · lcn-7": { "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL · generique": { "direct": true, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL · initiale.nom": { "direct": true, "n": 49, "detectes": 49, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL · majuscules": { "direct": true, "n": 41, "detectes": 41, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL · nom_prenom": { "direct": true, "n": 37, "detectes": 37, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL · prenom.nom": { "direct": true, "n": 29, "detectes": 29, "partiels": 0, "manques": 0, "rappel": 1 }, "EMAIL · prenomnom-chiffres": { "direct": true, "n": 32, "detectes": 32, "partiels": 0, "manques": 0, "rappel": 1 }, "FACTURE · declaration": { "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "FACTURE · lot": { "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "FACTURE · —": { "direct": false, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "IBAN · iban-fr-colle": { "direct": true, "n": 14, "detectes": 14, "partiels": 0, "manques": 0, "rappel": 1 }, "IBAN · iban-fr-par-4": { "direct": true, "n": 13, "detectes": 12, "partiels": 1, "manques": 0, "rappel": 0.9230769230769231 }, "IBAN · iban-ma-colle": { "direct": true, "n": 13, "detectes": 13, "partiels": 0, "manques": 0, "rappel": 1 }, "IBAN · iban-ma-par-4": { "direct": true, "n": 15, "detectes": 15, "partiels": 0, "manques": 0, "rappel": 1 }, "ICCID · iccid-colle": { "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "ICE · ice-colle": { "direct": true, "n": 99, "detectes": 99, "partiels": 0, "manques": 0, "rappel": 1 }, "ICE · ice-par-3": { "direct": true, "n": 60, "detectes": 60, "partiels": 0, "manques": 0, "rappel": 1 }, "IF · if-nombre": { "direct": true, "n": 58, "detectes": 58, "partiels": 0, "manques": 0, "rappel": 1 }, "IMEI · imei-colle": { "direct": true, "n": 7, "detectes": 7, "partiels": 0, "manques": 0, "rappel": 1 }, "IMEI · imei-groupes": { "direct": true, "n": 8, "detectes": 8, "partiels": 0, "manques": 0, "rappel": 1 }, "IMEI · imei-tirets": { "direct": true, "n": 9, "detectes": 9, "partiels": 0, "manques": 0, "rappel": 1 }, "IMMAT · plaque-ma-barres": { "direct": false, "n": 10, "detectes": 10, "partiels": 0, "manques": 0, "rappel": 1 }, "IMMAT · plaque-ma-slash": { "direct": false, "n": 6, "detectes": 6, "partiels": 0, "manques": 0, "rappel": 1 }, "IMMAT · plaque-ma-tirets": { "direct": false, "n": 8, "detectes": 8, "partiels": 0, "manques": 0, "rappel": 1 }, "IMSI · imsi-colle": { "direct": true, "n": 19, "detectes": 19, "partiels": 0, "manques": 0, "rappel": 1 }, "MATRICULE · —": { "direct": false, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "NAISSANCE · jj-mm-aaaa": { "direct": false, "n": 44, "detectes": 37, "partiels": 0, "manques": 7, "rappel": 0.8409090909090909 }, "NAISSANCE · lettres": { "direct": false, "n": 42, "detectes": 31, "partiels": 0, "manques": 11, "rappel": 0.7380952380952381 }, "NIR · nir-cle-tiret": { "direct": true, "n": 14, "detectes": 0, "partiels": 14, "manques": 0, "rappel": 0 }, "NIR · nir-colle": { "direct": true, "n": 15, "detectes": 15, "partiels": 0, "manques": 0, "rappel": 1 }, "NIR · nir-groupes": { "direct": true, "n": 11, "detectes": 11, "partiels": 0, "manques": 0, "rappel": 1 }, "PASSEPORT · passeport-ma": { "direct": true, "n": 5, "detectes": 5, "partiels": 0, "manques": 0, "rappel": 1 }, "PASSEPORT · permis": { "direct": true, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "PASSEPORT · titre-sejour": { "direct": true, "n": 7, "detectes": 7, "partiels": 0, "manques": 0, "rappel": 1 }, "PATENTE · patente": { "direct": false, "n": 5, "detectes": 5, "partiels": 0, "manques": 0, "rappel": 1 }, "PATIENT · —": { "direct": false, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · fr-nom-mot-courant": { "direct": true, "n": 37, "detectes": 37, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · fr-particule": { "direct": true, "n": 34, "detectes": 25, "partiels": 6, "manques": 3, "rappel": 0.7352941176470589 }, "PERSONNE · fr-simple": { "direct": true, "n": 206, "detectes": 206, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-ait-apostrophe": { "direct": true, "n": 29, "detectes": 29, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-ait-espace": { "direct": true, "n": 35, "detectes": 35, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-ait-tiret": { "direct": true, "n": 43, "detectes": 43, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-ait-trema": { "direct": true, "n": 34, "detectes": 34, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-al-espace": { "direct": true, "n": 20, "detectes": 20, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-ben-colle": { "direct": true, "n": 17, "detectes": 16, "partiels": 1, "manques": 0, "rappel": 0.9411764705882353 }, "PERSONNE · mag-ben-espace": { "direct": true, "n": 58, "detectes": 57, "partiels": 1, "manques": 0, "rappel": 0.9827586206896551 }, "PERSONNE · mag-ben-tiret": { "direct": true, "n": 27, "detectes": 26, "partiels": 1, "manques": 0, "rappel": 0.9629629629629629 }, "PERSONNE · mag-double": { "direct": true, "n": 90, "detectes": 90, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-el-colle": { "direct": true, "n": 25, "detectes": 25, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-el-espace": { "direct": true, "n": 50, "detectes": 50, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-el-tiret": { "direct": true, "n": 18, "detectes": 18, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · mag-ould": { "direct": true, "n": 37, "detectes": 35, "partiels": 2, "manques": 0, "rappel": 0.9459459459459459 }, "PERSONNE · mag-simple": { "direct": true, "n": 205, "detectes": 203, "partiels": 2, "manques": 0, "rappel": 0.9902439024390244 }, "POLICE · —": { "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "PRATICIEN · —": { "direct": false, "n": 36, "detectes": 36, "partiels": 0, "manques": 0, "rappel": 1 }, "RC · rc-nombre": { "direct": true, "n": 53, "detectes": 53, "partiels": 0, "manques": 0, "rappel": 1 }, "RG · parquet": { "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "RG · pourvoi": { "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "RG · rg": { "direct": false, "n": 24, "detectes": 24, "partiels": 0, "manques": 0, "rappel": 1 }, "RIB · rib-ma-colle": { "direct": true, "n": 33, "detectes": 33, "partiels": 0, "manques": 0, "rappel": 1 }, "RIB · rib-ma-groupes": { "direct": true, "n": 32, "detectes": 32, "partiels": 0, "manques": 0, "rappel": 1 }, "RIB · rib-ma-par-4": { "direct": true, "n": 26, "detectes": 24, "partiels": 2, "manques": 0, "rappel": 0.9230769230769231 }, "RIB · rib-ma-tirets": { "direct": true, "n": 18, "detectes": 18, "partiels": 0, "manques": 0, "rappel": 1 }, "SINISTRE · —": { "direct": false, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "SIREN · siren-colle": { "direct": true, "n": 13, "detectes": 13, "partiels": 0, "manques": 0, "rappel": 1 }, "SIREN · siren-groupes": { "direct": true, "n": 11, "detectes": 11, "partiels": 0, "manques": 0, "rappel": 1 }, "SIRET · siret-colle": { "direct": true, "n": 18, "detectes": 18, "partiels": 0, "manques": 0, "rappel": 1 }, "SIRET · siret-groupes": { "direct": true, "n": 13, "detectes": 13, "partiels": 0, "manques": 0, "rappel": 1 }, "SOCIETE · casse-titre": { "direct": false, "n": 93, "detectes": 93, "partiels": 0, "manques": 0, "rappel": 1 }, "SOCIETE · majuscules": { "direct": false, "n": 93, "detectes": 93, "partiels": 0, "manques": 0, "rappel": 1 }, "SOCIETE · societe-forme": { "direct": false, "n": 93, "detectes": 93, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-fixe-0033": { "direct": true, "n": 3, "detectes": 3, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-fixe-intl-colle": { "direct": true, "n": 2, "detectes": 2, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-fixe-intl-espaces": { "direct": true, "n": 9, "detectes": 9, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-fixe-intl-zero-parenthese": { "direct": true, "n": 2, "detectes": 2, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-fixe-national-colle": { "direct": true, "n": 5, "detectes": 5, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-fixe-national-espaces": { "direct": true, "n": 9, "detectes": 9, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-fixe-national-points": { "direct": true, "n": 7, "detectes": 7, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-fixe-national-tirets": { "direct": true, "n": 8, "detectes": 8, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-mobile-0033": { "direct": true, "n": 7, "detectes": 7, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-mobile-intl-colle": { "direct": true, "n": 2, "detectes": 2, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-mobile-intl-espaces": { "direct": true, "n": 8, "detectes": 8, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-mobile-intl-zero-parenthese": { "direct": true, "n": 4, "detectes": 4, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-mobile-national-colle": { "direct": true, "n": 10, "detectes": 10, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-mobile-national-espaces": { "direct": true, "n": 6, "detectes": 6, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-mobile-national-points": { "direct": true, "n": 5, "detectes": 5, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · fr-mobile-national-tirets": { "direct": true, "n": 2, "detectes": 2, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-00212": { "direct": true, "n": 5, "detectes": 5, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-intl-3-6": { "direct": true, "n": 9, "detectes": 9, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-intl-colle": { "direct": true, "n": 9, "detectes": 9, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-intl-espaces": { "direct": true, "n": 4, "detectes": 4, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-intl-tirets": { "direct": true, "n": 8, "detectes": 8, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-intl-zero-parenthese": { "direct": true, "n": 5, "detectes": 5, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-msisdn-sans-plus": { "direct": true, "n": 10, "detectes": 10, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-national-4-2-2-2": { "direct": true, "n": 12, "detectes": 12, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-national-colle": { "direct": true, "n": 13, "detectes": 13, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-national-espaces": { "direct": true, "n": 9, "detectes": 9, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-national-points": { "direct": true, "n": 8, "detectes": 8, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-fixe-national-tirets": { "direct": true, "n": 7, "detectes": 7, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-00212": { "direct": true, "n": 25, "detectes": 25, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-intl-3-6": { "direct": true, "n": 28, "detectes": 28, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-intl-colle": { "direct": true, "n": 20, "detectes": 20, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-intl-espaces": { "direct": true, "n": 27, "detectes": 27, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-intl-tirets": { "direct": true, "n": 21, "detectes": 21, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-intl-zero-parenthese": { "direct": true, "n": 21, "detectes": 21, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-msisdn-sans-plus": { "direct": true, "n": 20, "detectes": 20, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-national-4-2-2-2": { "direct": true, "n": 25, "detectes": 25, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-national-colle": { "direct": true, "n": 26, "detectes": 26, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-national-espaces": { "direct": true, "n": 19, "detectes": 19, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-national-points": { "direct": true, "n": 26, "detectes": 26, "partiels": 0, "manques": 0, "rappel": 1 }, "TEL · ma-mobile-national-tirets": { "direct": true, "n": 16, "detectes": 16, "partiels": 0, "manques": 0, "rappel": 1 }, "TVA · tva-fr-colle": { "direct": false, "n": 2, "detectes": 2, "partiels": 0, "manques": 0, "rappel": 1 }, "TVA · tva-fr-groupes": { "direct": false, "n": 5, "detectes": 5, "partiels": 0, "manques": 0, "rappel": 1 } }, "par_trait": { "PERSONNE · minuscules": { "n": 6, "detectes": 6, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · nom-majuscules": { "n": 101, "detectes": 100, "partiels": 1, "manques": 0, "rappel": 0.9900990099009901 }, "PERSONNE · nom-majuscules-avant": { "n": 184, "detectes": 184, "partiels": 0, "manques": 0, "rappel": 1 }, "PERSONNE · nom-seul": { "n": 74, "detectes": 71, "partiels": 0, "manques": 3, "rappel": 0.9594594594594594 }, "PERSONNE · prenom-apostrophe": { "n": 56, "detectes": 53, "partiels": 3, "manques": 0, "rappel": 0.9464285714285714 }, "PERSONNE · prenom-compose": { "n": 137, "detectes": 136, "partiels": 1, "manques": 0, "rappel": 0.9927007299270073 }, "PERSONNE · prenom-seul": { "n": 64, "detectes": 64, "partiels": 0, "manques": 0, "rappel": 1 } }, "par_leurre": { "MONTANT": { "libelle": "Montant", "n": 1002, "codes": 36, "taux": 0.03592814371257485 }, "DATE": { "libelle": "Date (hors naissance)", "n": 785, "codes": 10, "taux": 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