Fix Bug

app.py

@@ -1508,6 +1508,7 @@ def run_model(model_name):
                 st.markdown(f"### Heatmap: {x_comp} vs {y_comp}")
 
                 # Rango real de los datos
+                df_heatmap = df_heatmap_base.copy()
                 x_min, x_max = df_heatmap[x_comp].min(), df_heatmap[x_comp].max()
                 y_min, y_max = df_heatmap[y_comp].min(), df_heatmap[y_comp].max()
 
@@ -1523,7 +1524,7 @@ def run_model(model_name):
                 x_range = (x_min - padding, x_max + padding)
                 y_range = (y_min - padding, y_max + padding)
                 
-                df_heatmap = df_heatmap_base.copy()
+                
                 df_heatmap["x"] = df_heatmap[x_comp]
                 df_heatmap["y"] = df_heatmap[y_comp]
                 df_heatmap['x'] = np.nan_to_num(df_heatmap['x'], nan=0.0, posinf=0.0, neginf=0.0)