| | ---
|
| | tags:
|
| | - spacy
|
| | - text-classification
|
| | language:
|
| | - fr
|
| | license: mit
|
| | model-index:
|
| | - name: fr_eff_hd_textcat_multi1pcd
|
| | results: []
|
| | ---
|
| | Modele de classement des incidents du Support 2424
|
| |
|
| | | Feature | Description |
|
| | | --- | --- |
|
| | | **Name** | `fr_eff_hd_textcat_multi1pcd` |
|
| | | **Version** | `2024.4.4` |
|
| | | **spaCy** | `>=3.7.4,<3.8.0` |
|
| | | **Default Pipeline** | `textcat_multilabel` |
|
| | | **Components** | `textcat_multilabel` |
|
| | | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
|
| | | **Sources** | n/a |
|
| | | **License** | `MIT` |
|
| | | **Author** | [Gilles LANTERI]() |
|
| |
|
| | ### Label Scheme
|
| |
|
| | <details>
|
| |
|
| | <summary>View label scheme (27 labels for 1 components)</summary>
|
| |
|
| | | Component | Labels |
|
| | | --- | --- |
|
| | | **`textcat_multilabel`** | `Citrix`, `Lecteur`, `Mot de passe`, `PC portable`, `Périphérique`, `VPN`, `Assistance`, `Incident`, ``, `Aide changement MDP expiré`, `Aide suite à la migration`, `Aide à l'utilisation`, `Ajout lecteur`, `Bascule version simplifié 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 expiré`, `Oublie de connecter le VPN`, `Parametre Affichage`, `Pas connecté à internet`, `Reglage Affichage`, `Restauration dossier/fichier`, `VPN non connecté` |
|
| |
|
| | </details>
|
| |
|
| | ### Accuracy
|
| |
|
| | | Type | Score |
|
| | | --- | --- |
|
| | | `CATS_SCORE` | 72.18 |
|
| | | `CATS_MICRO_P` | 79.82 |
|
| | | `CATS_MICRO_R` | 71.94 |
|
| | | `CATS_MICRO_F` | 75.68 |
|
| | | `CATS_MACRO_P` | 42.07 |
|
| | | `CATS_MACRO_R` | 33.24 |
|
| | | `CATS_MACRO_F` | 36.18 |
|
| | | `CATS_MACRO_AUC` | 72.18 |
|
| | | `TEXTCAT_MULTILABEL_LOSS` | 140.88 | |
