zonova commited on
Commit
d6187ba
1 Parent(s): a87cb20

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +3 -4
app.py CHANGED
@@ -28,14 +28,13 @@ def predicter(SpO2, Age, Weight, Height, Temperature, Gender, Race):
28
  pred = xgb_reg.predict_proba(user_input)
29
 
30
  #return str(pred)
31
- return {"Probability of Not Having Hidden Hypoxemia": float(pred[0][0]), "Probability of Having Hidden Hypoxemia": float(pred[0][1])}
32
 
33
 
34
  demo = gr.Interface(
35
  fn=predicter,
36
  inputs=[gr.Slider(0, 100),"number",gr.inputs.Number(label = "Weight in kg"),gr.inputs.Number(label = "Height in cm"),gr.inputs.Number(label = "Temperature in Celcius"),gr.Radio(["Male", "Female"]),gr.Radio(["White", "Black", "Asian", "Hispanic", "Other"])],
37
- outputs=[gr.Label()],
38
- #outputs = gr.Textbox(label = "Probabilities"),
39
- title = "Model Predictions"
40
  )
41
  demo.launch()
 
28
  pred = xgb_reg.predict_proba(user_input)
29
 
30
  #return str(pred)
31
+ return {"No Hidden Hypoxemia": float(pred[0][0]), "Hidden Hypoxemia": float(pred[0][1])}
32
 
33
 
34
  demo = gr.Interface(
35
  fn=predicter,
36
  inputs=[gr.Slider(0, 100),"number",gr.inputs.Number(label = "Weight in kg"),gr.inputs.Number(label = "Height in cm"),gr.inputs.Number(label = "Temperature in Celcius"),gr.Radio(["Male", "Female"]),gr.Radio(["White", "Black", "Asian", "Hispanic", "Other"])],
37
+ outputs=[gr.Label(label = "Probabilities")],
38
+ title = "Model Predictioned Probabilities"
 
39
  )
40
  demo.launch()