Update app.py

app.py

@@ -23,7 +23,13 @@ st.write("""
          """
          )
 
-number = st.number_input('Input the amount of exercise time!')
+#define the duration for the model
+age = st.number_input('Input your age!', max_value=80, min_value=18, step=1)
+duration = st.number_input('Input the amount of exercise time in minutes!', max_value=30.0, min_value=1.0, step=1.0)
+height = st.number_input('Input your height!', max_value=230.0, min_value=120.0, step=1.0)
+weight = st.number_input('Input your weight!', max_value=140.0, min_value=35.0, step=1.0)
+heart_rate = st.number_input('Input your heart rate!', max_value=130.0, min_value=60.0, step=20.0)
+body_temp = st.number_input('Input your body temperature!', max_value=45.0, min_value=35.0, step=1.0)
 
 def model_prediction(age, height, weight, duration, heart_rate, body_temp, gender, model):
     with st.spinner('Model is being loaded..'):
@@ -31,31 +37,11 @@ def model_prediction(age, height, weight, duration, heart_rate, body_temp, gende
         predictions = model.predict(inputs)
         st.write("""# Prediction : """ , predictions)
 
-
 with st.sidebar:
     st.markdown("<h2 style='text-align: center; color: red;'>Settings Tab</h2>", unsafe_allow_html=True)
 
-
     st.write("Input Settings:")
 
-    #define the age for the model
-    age = st.slider('age :', 18, 80, 1)
-
-    #define the height for the model
-    height = st.slider('height :', 120.0, 230.0, 1.0)
-
-    #define the weight for the model
-    weight = st.slider('weight  :', 35.0, 140.0, 1.0)
-
-    #define the duration for the model
-    duration = st.slider('duration :', 1.0, 30.0, 10.0)
-
-    #define the heart_rate for the model
-    heart_rate = st.slider('heart_rate  :', 60.0, 130.0, 20.0)
-
-    #define the body_temp for the model
-    body_temp = st.slider('body_temp  :', 35.0, 45.0, 1.0)
-
     #define the gender for the model
     gender_input = st.radio("gender", ["Male", "Female"], index=None)
     if gender_input == "Male":
@@ -73,4 +59,4 @@ with st.sidebar:
 
 with st.container():
     if st.button("Calculate"):
-        model_prediction(age, height, weight, duration, heart_rate, body_temp, gender, model)
+        model_prediction(age, height, weight, duration, heart_rate, body_temp, gender, model)