From fc6b63241df9ea0a1d44face67ff8b7b69665c8a Mon Sep 17 00:00:00 2001
From: lmoncla <moncla.ludovic@gmail.com>
Date: Thu, 20 Jan 2022 10:35:55 +0100
Subject: [PATCH] update

---
 .DS_Store                 | Bin 6148 -> 6148 bytes
 README.md                 |   8 ++++++++
 img/sgd_tf_idf_s10000.png | Bin 0 -> 90928 bytes
 3 files changed, 8 insertions(+)
 create mode 100644 img/sgd_tf_idf_s10000.png

diff --git a/.DS_Store b/.DS_Store
index 801dbbfe341b8be3c7a21024f642288b612c928d..7a8a4977784e4786f1a1052904ea7b41b7d2b53f 100644
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diff --git a/README.md b/README.md
index 4545687..a3d8afb 100644
--- a/README.md
+++ b/README.md
@@ -76,6 +76,14 @@ Nos expérimentations concernent l’étude de différentes approches de clas
 
 
 
+### Matrice de confusion obtenue avec l’approche SGD+TF-IDF sur le jeu de test
+
+![image info](./img/sgd_tf_idf_s10000.png)
+
+Cette figure présente la matrice de confusion obtenue avec la méthode SGD+TF-IDF sur le jeu de test. On peut voir qu’un grand nombre d’articles des classes *Arts et métiers* et *Economie domestique* a été classé dans la classe *Métiers*, de la même manière les classes *Mesure*, *Miné- ralogie*, *Pharmacie* et *Politique* sont souvent confondues avec les classes *Commerce*, *Histoire naturelle*, *Médecine - Chirurgie* et *Droit - Jurisprudence*, respectivement. Les proximités sé- mantiques entre ces classes montrent bien la difficulté pour les modèles de choisir entre l’une ou l’autre et les résultats confirment qu’en cas de trop grande proximité les modèles choisissent la classe la plus représentée dans le jeu de données.
+
+
+
 ## Citation
 
 Moncla, L., Chabane, K., et Brenon, A. (2022). Classification automatique d’articles encyclopédiques. *Conférence francophone sur l’Extraction et la Gestion des Connaissances (EGC)*. Blois, France.
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HcmV?d00001

-- 
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