| { | |
| "lang":"fr", | |
| "name":"eff_hd_textcat_multi1pcd", | |
| "version":"2024.4.0", | |
| "description":"Modele de classement des incidents du Support 2424", | |
| "author":"Gilles LANTERI", | |
| "email":"gilles.lanteri@malakoffhumanis.com", | |
| "url":"", | |
| "license":"MIT", | |
| "spacy_version":">=3.7.4,<3.8.0", | |
| "spacy_git_version":"bff8725f4", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "textcat_multilabel":[ | |
| "Citrix", | |
| "Lecteur", | |
| "Mot de passe", | |
| "PC portable", | |
| "P\u00e9riph\u00e9rique", | |
| "VPN", | |
| "Assistance", | |
| "Incident", | |
| "", | |
| "Aide changement MDP expir\u00e9", | |
| "Aide suite \u00e0 la migration", | |
| "Aide \u00e0 l'utilisation", | |
| "Ajout lecteur", | |
| "Bascule version simplifi\u00e9 en Workspace", | |
| "Changement de mot de passe", | |
| "Changement numero MFA", | |
| "Demande Informations", | |
| "Demande Myaccess a faire/en attente", | |
| "Demande Myaccess a faire/en cours", | |
| "Erreur/oublie de MDP/Login", | |
| "Mot de passe expir\u00e9", | |
| "Oublie de connecter le VPN", | |
| "Parametre Affichage", | |
| "Pas connect\u00e9 \u00e0 internet", | |
| "Reglage Affichage", | |
| "Restauration dossier/fichier", | |
| "VPN non connect\u00e9" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "textcat_multilabel" | |
| ], | |
| "components":[ | |
| "textcat_multilabel" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "cats_score":0.7164608016, | |
| "cats_score_desc":"macro AUC", | |
| "cats_micro_p":0.8013013013, | |
| "cats_micro_r":0.7280582083, | |
| "cats_micro_f":0.7629258995, | |
| "cats_macro_p":0.4105767019, | |
| "cats_macro_r":0.3202640974, | |
| "cats_macro_f":0.3506143374, | |
| "cats_macro_auc":0.7164608016, | |
| "cats_f_per_type":{ | |
| "Citrix":{ | |
| "p":0.9292035398, | |
| "r":0.8333333333, | |
| "f":0.8786610879 | |
| }, | |
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| "f":0.9065420561 | |
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| "p":0.8717948718, | |
| "r":0.85, | |
| "f":0.8607594937 | |
| }, | |
| "VPN":{ | |
| "p":0.9206349206, | |
| "r":0.9027237354, | |
| "f":0.9115913556 | |
| }, | |
| "Assistance":{ | |
| "p":0.6220095694, | |
| "r":0.5752212389, | |
| "f":0.5977011494 | |
| }, | |
| "Incident":{ | |
| "p":0.8131212724, | |
| "r":0.8067061144, | |
| "f":0.8099009901 | |
| }, | |
| "":{ | |
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| }, | |
| "Ajout lecteur":{ | |
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| "f":0.3636363636 | |
| }, | |
| "Bascule version simplifi\u00e9 en Workspace":{ | |
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| }, | |
| "Changement de mot de passe":{ | |
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| "r":0.1333333333, | |
| "f":0.2 | |
| }, | |
| "Changement numero MFA":{ | |
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| "Demande Myaccess a faire/en attente":{ | |
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| "f":0.0 | |
| }, | |
| "Demande Myaccess a faire/en cours":{ | |
| "p":0.5, | |
| "r":0.2, | |
| "f":0.2857142857 | |
| }, | |
| "Erreur/oublie de MDP/Login":{ | |
| "p":0.4545454545, | |
| "r":0.1612903226, | |
| "f":0.2380952381 | |
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| "Mot de passe expir\u00e9":{ | |
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| }, | |
| "Oublie de connecter le VPN":{ | |
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| "Parametre Affichage":{ | |
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| }, | |
| "Pas connect\u00e9 \u00e0 internet":{ | |
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| "Reglage Affichage":{ | |
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| "f":0.5714285714 | |
| }, | |
| "Restauration dossier/fichier":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "VPN non connect\u00e9":{ | |
| "p":0.1666666667, | |
| "r":0.125, | |
| "f":0.1428571429 | |
| } | |
| }, | |
| "textcat_multilabel_loss":1.758717101 | |
| }, | |
| "requirements":[ | |
| ] | |
| } |