Update app.py

app.py

@@ -400,7 +400,7 @@ def predict_inverse(antimicrobial_activity_target, substrate, microorganism, num
                                               acquisition_type ='LCB',       # LCB acquisition
                                               acquisition_weight = 0.1)   # Exploration exploitation
     # it may take a few seconds
-    opt.run_optimization(max_iter=3)
+    opt.run_optimization(max_iter=10)
     opt.plot_convergence()
 
     opt = GPyOpt.methods.BayesianOptimization(f = fit_outputs,            # function to optimize