Update index.html

index.html

@@ -197,10 +197,10 @@
             <img src="XModel_gain-2.png" alt="Overall performance heatmap (placeholder)" loading="lazy" style="width:100%; border-radius:.6rem" />
             <figcaption class="muted">Overall heatmap (example). Replace with your exported figure.</figcaption>
           </figure>
-          <figure style="margin-top:.8rem">
+          <!-- <figure style="margin-top:.8rem">
             <img src="assets/confusion.png" alt="Confusion matrix (placeholder)" loading="lazy" style="width:100%; border-radius:.6rem" />
             <figcaption class="muted">Confusion matrix (example).</figcaption>
-          </figure>
+          </figure> -->
         </div>
       </div>
     </section>