Update app.py

app.py

@@ -7,9 +7,8 @@ loaded_rf_3way = joblib.load("STPI_3WAY_RandomForest.joblib")
 
 def STPI(t_0_5_MaxValue,t_1_0_MaxValue,t_2_0_MaxValue,
 # Acc_0_5__1_0_MaxValue,
-Abs_Diff_t_0_5_MaxValue,Abs_Diff_t_1_0_MaxValue,Abs_Diff_t_2_0_MaxValue,Optional_Custom_Message='No_Message'):
+Abs_Diff_t_0_5_MaxValue,Abs_Diff_t_1_0_MaxValue,Abs_Diff_t_2_0_MaxValue):
     print('------------------')
-    print(Optional_Custom_Message)
     
     X = [t_0_5_MaxValue,t_1_0_MaxValue,t_2_0_MaxValue,
     # Acc_0_5__1_0_MaxValue,
@@ -31,7 +30,6 @@ Abs_Diff_t_0_5_MaxValue,Abs_Diff_t_1_0_MaxValue,Abs_Diff_t_2_0_MaxValue,Optional
     file_object.write(';')
     file_object.write(str(Abs_Diff_t_2_0_MaxValue))
     file_object.write(';')
-    file_object.write(Optional_Custom_Message)
     file_object.write('\n')
     file_object.close()
 
@@ -43,20 +41,20 @@ Abs_Diff_t_0_5_MaxValue,Abs_Diff_t_1_0_MaxValue,Abs_Diff_t_2_0_MaxValue,Optional
         print('The patient is ', outcome_decoded[int(result_3way)], 'through the 3way method')
         # result = 'The 3-way classification resulted in a ', outcome_decoded[int(result_3way)] + ' patient.'
         # further_analysis = 'Futher analysis using the 2-way classification resulted in a ' + outcome_decoded[int(result_2way)] + ' label.'
-        return 'The 3-way classification resulted in a ' + outcome_decoded[int(result_3way)] + ' patient. Futher analysis using the 2-way classification resulted in a ' + outcome_decoded[int(result_2way)] + ' label.'
+        return 'The patient is ' + outcome_decoded[int(result_3way)] + '.'
 
     # result = 'The 2-way classification resulted in a ', outcome_decoded[int(result_2way)] + ' patient.'
     # further_analysis = 'Futher analysis using the 3-way classification resulted in a ' + outcome_decoded[int(result_3way)] + ' label.'
 
-    return 'The 2-way classification resulted in a ' + outcome_decoded[int(result_2way)] + ' patient. Futher analysis using the 3-way classification resulted in a ' + outcome_decoded[int(result_3way)] + ' label.'
+    return 'The patient is ' + outcome_decoded[int(result_2way)] + '.'
 
 iface = gr.Interface(
     fn=STPI, 
     title='STPI Calculator',
-    description='Calculates the STPI through summarized tomographic parameters. Beta version by Prof. Shady Awwad, Jad Assaf MD and Jawad Kaisania.',
+    description='Calculates the STPI through summarized tomographic parameters. Beta version made for Zeimer by Prof. Shady Awwad and Jad Assaf MD.',
     inputs=["number", "number","number", 
     # "number",
-    "number", "number","number","text"],
+    "number", "number","number"],
     outputs="text")
 iface.launch(share=True)
 # %%