Update app.py

app.py

@@ -35,30 +35,30 @@ comparison_clicked = st.sidebar.button("📈 Compare All Models")
 # --- Main Area Display based on Button Click ---
 if knn_clicked:
     st.header("🔵 K-Nearest Neighbors (KNN)")
+    st.image("KNN.PNG", caption="KNN Diagram", use_container_width=True)
+
 
 if naive_bayes_clicked:
     st.header("🟢 Naive Bayes Classifier")
     st.write("You selected Naive Bayes. Running prediction...")
-    # 🔥 Call your Naive Bayes function here
-    # your_naive_bayes_function()
+    st.image("Naive Baies.PNG", caption="ConfusionMatric for NaiveBaise", use_container_width=True)
+
 
 if random_forest_clicked:
     st.header("🟠 Random Forest Classifier")
     st.write("You selected Random Forest. Running prediction...")
-    # 🔥 Call your Random Forest function here
-    # your_random_forest_function()
+    st.image("Randome Forest.PNG", caption="ConfusionMatric for Random Forest", use_container_width=True)
+
 
 if kmeans_clicked:
     st.header("🔴 K-Means Clustering")
     st.write("You selected K-Means Clustering. Running visualization...")
-
-    st.image("Clustering.PNG", caption="KNN Diagram", use_container_width=True)
+    st.image("Clustering.PNG", caption="ConfusionMatric for K-Means", use_container_width=True)
 
 if comparison_clicked:
     st.header("📈 Model Performance Comparison")
     st.write("Comparing performance of all models...")
-    # 🔥 Call your comparison function here
-    # your_performance_comparison_function()
+    
 
 # --- Footer ---
 st.markdown("---")