From 62fd10b415fa636662acbc6cba3285e2d49ad73f Mon Sep 17 00:00:00 2001
From: "leo.harb" <leo.harb@hes-so.ch>
Date: Tue, 17 Dec 2024 10:17:22 +0100
Subject: [PATCH] =?UTF-8?q?code=20de=20base=20termin=C3=A9?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 iris-classes.png                 | Bin 0 -> 20376 bytes
 main.py                          |  50 +++++++++++++++++++++++--
 poids neuronnes.png              | Bin 0 -> 329076 bytes
 rapport.md                       |  61 +++++++++++++++++++++++++++++++
 "r\303\251partition-classes.png" | Bin 0 -> 29895 bytes
 5 files changed, 108 insertions(+), 3 deletions(-)
 create mode 100644 iris-classes.png
 create mode 100644 poids neuronnes.png
 create mode 100644 rapport.md
 create mode 100644 "r\303\251partition-classes.png"

diff --git a/iris-classes.png b/iris-classes.png
new file mode 100644
index 0000000000000000000000000000000000000000..633c8e96e09a192f82844e943403dabc4b86c20b
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diff --git a/main.py b/main.py
index 244a9ac..0fb15e8 100644
--- a/main.py
+++ b/main.py
@@ -17,7 +17,7 @@ def load_and_normalize_mnist():
 
 def load_and_normalize_iris():
     iris = load_iris()
-    X, y = shuffle(iris.data, iris.target, random_state=42)
+    X, y = shuffle(iris.data, iris.target)
     X = MinMaxScaler().fit_transform(X)
     return X, y
 
@@ -64,7 +64,7 @@ def visualize_neuron_weights(som, som_size):
     plt.show()
 
 def evaluate_kmeans(X_train, y_train, X_test, y_test, n_clusters):
-    kmeans = KMeans(n_clusters=n_clusters, random_state=42)
+    kmeans = KMeans(n_clusters=n_clusters)
     kmeans.fit(X_train)
 
     cluster_mapping = {}
@@ -106,7 +106,7 @@ if __name__ == "__main__":
         X_test, y_test = X[train_size:], y[train_size:]
 
         # Entraîner la SOM
-        som_size = (6, 6)
+        som_size = (5, 5)
         som = train_som(X_train, som_size)
 
         bmu_classes = map_neurons_to_classes(som, X_train, y_train)
@@ -123,4 +123,48 @@ if __name__ == "__main__":
         print(f"KMeans Accuracy: {kmeans_accuracy * 100:.2f}%")
 
     else:
+        mnist_kmeans_total = 0
+        iris_kmeans_total = 0
+        mnist_som_total = 0
+        iris_som_total = 0
+
+        count = 100
+
+        for i in range(count):
+            print(i)
+            X_train, y_train, X_test, y_test = load_and_normalize_mnist()
+            som_size = (10, 10)
+            som = train_som(X_train[:1000], som_size)
+            bmu_classes = map_neurons_to_classes(som, X_train[:1000], y_train[:1000])
+            y_pred = predict(som, X_test[:1000], bmu_classes)
+            som_accuracy = accuracy_score(y_test[:1000], y_pred)
+            kmeans_accuracy = evaluate_kmeans(X_train[:1000], y_train[:1000], X_test[:1000], y_test[:1000], n_clusters=10)
+            mnist_kmeans_total += kmeans_accuracy
+            mnist_som_total += som_accuracy
+            print(f"SOM Accuracy (MNIST): {som_accuracy * 100:.2f}%")
+            print(f"KMeans Accuracy (MNIST): {kmeans_accuracy * 100:.2f}%")
+            X, y = load_and_normalize_iris()
+
+            train_size = int(0.8 * len(X))
+            X_train, y_train = X[:train_size], y[:train_size]
+            X_test, y_test = X[train_size:], y[train_size:]
+
+            # Entraîner la SOM
+            som_size = (6, 6)
+            som = train_som(X_train, som_size)
+
+            bmu_classes = map_neurons_to_classes(som, X_train, y_train)
+            y_pred = predict(som, X_test, bmu_classes)
+            som_accuracy = accuracy_score(y_test, y_pred)
+            kmeans_accuracy = evaluate_kmeans(X_train, y_train, X_test, y_test, n_clusters=3)
+            iris_kmeans_total += kmeans_accuracy
+            iris_som_total += som_accuracy
+            print(f"SOM Accuracy (Iris): {som_accuracy * 100:.2f}%")
+            print(f"KMeans Accuracy (Iris): {kmeans_accuracy * 100:.2f}%")
+
+        print("--------------------------------")
+        print(f"SOM Accuracy (MNIST): {mnist_som_total / count *100:.2f}%")
+        print(f"KMeans Accuracy (MNIST): {mnist_kmeans_total / count *100:.2f}%")
+        print(f"SOM Accuracy (Iris): {iris_som_total / count *100:.2f}%")
+        print(f"KMeans Accuracy (Iris): {iris_kmeans_total / count *100:.2f}%")
         print("Dataset non reconnu. Choisissez 'mnist' ou 'iris'.")
diff --git a/poids neuronnes.png b/poids neuronnes.png
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diff --git a/rapport.md b/rapport.md
new file mode 100644
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--- /dev/null
+++ b/rapport.md
@@ -0,0 +1,61 @@
+# Rapport Self-Organizing Map (SOM)
+
+auteurs: Leo Harb et Ivan Pavlovich
+
+Ce rapport présente nos résultats pour le sujet 2 du tp final du cours d'IA et ML. les **Self-Organizing Maps (SOM)** et **KMeans**, testées sur les datasets MNIST et Iris.
+
+## Préparation des données
+
+### MNIST
+
+1. Les images de chiffres ont été transformées en vecteurs (28x28 → 784).
+2. Les valeurs des pixels ont été normalisées entre \[0, 1\].
+3. Un échantillon de 1000 images a été utilisé pour les tests.
+
+### Iris
+
+1. Les données sur les fleurs (dimensions des pétales et sépales) ont été chargées.
+2. Les données ont été mélangées aléatoirement.
+3. Les valeurs ont été mises à l'échelle entre \[0, 1\].
+4. Les données ont été divisées en un ensemble d'entraînement (80%) et un ensemble de test (20%).
+
+## Résultats
+
+### MNIST
+
+| Méthode    | Précision |
+| ---------- | --------- |
+| **SOM**    | 72.60%    |
+| **KMeans** | 48.60%    |
+
+-   **Carte des classes SOM** : Une carte a montré comment les neurones de la SOM se répartissent pour représenter différentes classes de chiffres.
+-   **Poids des neurones** : Les poids des neurones ont été visualisés sous forme d’images, montrant les caractéristiques générales des chiffres.
+
+### Iris
+
+| Méthode    | Précision |
+| ---------- | --------- |
+| **SOM**    | 93.33%    |
+| **KMeans** | 86.67%    |
+
+-   **Carte des classes SOM** : Une carte montre que les neurones se regroupent clairement en trois classes correspondant aux espèces d’Iris.
+
+## Discussion
+
+### SOM
+
+-   Pour MNIST, la SOM atteint 72.60%, ce qui montre qu’elle peut bien organiser des données complexes comme des chiffres manuscrits.
+-   Pour Iris, la SOM atteint 93.33%, ce qui prouve qu’elle est très efficace pour des données plus simples et bien organisées.
+
+### KMeans
+
+-   Pour MNIST, KMeans n’atteint que 48.60%, montrant ses limites pour des données complexes.
+-   Pour Iris, KMeans fonctionne bien (86.67%) mais reste moins précis que la SOM.
+
+### Comparaison
+
+La SOM est meilleure que KMeans pour les deux datasets, car elle peut mieux organiser les données en utilisant des relations plus complexes.
+
+## Conclusion
+
+La SOM est plus performante que KMeans, surtout pour des données difficiles comme MNIST. Elle est aussi très efficace pour des données simples comme Iris.
diff --git "a/r\303\251partition-classes.png" "b/r\303\251partition-classes.png"
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-- 
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