Update app.py

app.py

@@ -139,7 +139,7 @@ def predict_inverse(hardness_original_target, ys_original_target, metals_to_use,
     for c in one_hot_columns:
         if c in continuous_variables:
             if c.startswith("PROPERTY: Metal") and c not in metals_to_use:
-                domain.append({'name': str(c), 'type': 'continuous', 'domain': (0., 0.)})
+                domain.append({'name': str(c), 'type': 'continuous', 'domain': (0.01, 0.)})
             else:
                 domain.append({'name': str(c), 'type': 'continuous', 'domain': (0., 1.)})#(0.,1.)})
         else:
@@ -189,8 +189,12 @@ def predict_inverse(hardness_original_target, ys_original_target, metals_to_use,
             result[column] = round(result[column], 2)
 
     columns = list(result.columns)
+    optimal_processing = columns[-2]
+    if optimal_processing == 'OTHER':
+        return 'CAST'
+    
     return (result[columns[2:-3]], columns[-3], result.at[0, columns[0]],
-            result.at[0, columns[1]], columns[-2], columns[-1])
+            result.at[0, columns[1]], optimal_processing, columns[-1])
 
 
 example_inputs = [820, 1800, ['Al', 'Fe', 'Ni']]