Update pages/14_SVM.py

pages/14_SVM.py

@@ -20,7 +20,7 @@ section = st.radio(
     ]
 )
 
-st.markdown("<h1 style='text-align: center;'>🤖 Support Vector Machines (SVM)</h1>", unsafe_allow_html=True)
+st.markdown("<h1 style='text-align: center;'>📌 Support Vector Machines (SVM)</h1>", unsafe_allow_html=True)
 
 if section == "📘 What is SVM?":
     st.write("""
@@ -63,7 +63,8 @@ elif section == "📐 Mathematical Formulation":
     st.markdown("### Soft Margin Condition:")
     st.latex(r"y_i (w^T x_i + b) \geq 1 - \xi_i")
 
-    st.markdown("### Slack Variable \( \xi_i \) Interpretation:")
+    st.markdown("### Slack Variable Interpretation:")
+    st.markdown(r"$\xi_i$")
     st.write("""
     - \( \xi_i = 0 \): Correct and outside the margin  
     - \( 0 < \xi_i \leq 1 \): Inside the margin, but correctly classified