Update app.py

app.py

@@ -423,8 +423,8 @@ def predict_inverse(antimicrobial_activity_target, substrate, microorganism, num
 
     optimal_concentration = optimized_x['Concetration (µg/mL)'].iloc[0] if optimized_x['Concetration (µg/mL)'].iloc[0] > 0 else 11.2
 
-    return (optimized_x['Binder'].iloc[0], optimized_x['NMs_Type'].iloc[0], optimized_x['Primary_Size (nm)'].iloc[0],
-            optimized_x['NM-Shape'].iloc[0], optimized_x['Concetration (µg/mL)'].iloc[0] if optimized_x['Concetration (µg/mL)'].iloc[0] else 0.1,
+    return (optimized_x['Binder'].iloc[0], optimized_x['NMs_Type'].iloc[0], np.round(optimized_x['Primary_Size (nm)'].iloc[0], 1),
+            optimized_x['NM-Shape'].iloc[0], np.round(optimized_x['Concetration (µg/mL)'].iloc[0], 1) if optimized_x['Concetration (µg/mL)'].iloc[0] else 0.1,
             optimized_x['NPs_Synthesis_method'].iloc[0], optimized_x['Application method\n'].iloc[0], 
             optimized_x['Washing_Detergent'].iloc[0], optimized_x['Washing_Temp'].iloc[0])