Update app.py

app.py

@@ -50,7 +50,7 @@ def main():
  branch = st.selectbox('Branch of Study', ['CSE', 'ECE/EN', 'Others'])
  workex = st.radio('Work Experience', ['Yes', 'No'])
  certifications = st.number_input('Number of Certifications', min_value=0, max_value=10, value=0)
- etest_p = st.number_input('Employability Percentage', min_value=0.0, max_value=100.0, value=50.0, step=0.1)
+ etest_p = st.number_input('Employability Test Score', min_value=0.0, max_value=100.0, value=50.0, step=0.1)
  backlogs = st.number_input('Number of Backlogs', min_value=0, max_value=10, value=0)
  
  if st.button('predict'):
@@ -68,8 +68,24 @@ def main():
  'Backlogs': backlogs,
  }
 
- prediction, probability = predict_placement(new_data)
- st.write(f'Percentage of getting placed: {probability*100:.2f}%')
+ prediction, probability = predict_placement(new_data)
+ st.write(f'Percentage of getting placed: {probability*100:.2f}%')
+ 
+ if prediction == 1:
+ st.success(f'Placed with a probability of {prob[0][1] * 100:.2f}%')
+ st.write("Congratulations! You are predicted to be placed.")
+ st.write("Here are some tips to increase your chances of getting placed:")
+ st.write("- Network with professionals in your field.")
+ st.write("- Build a strong resume and cover letter.")
+ st.write("- Practice your interviewing skills.")
+ st.write("- Research the companies you are applying to.")
+ else:
+ st.error(f'Not Placed with a probability of {prob[0][0] * 100:.2f}%')
+ st.write("Unfortunately, you are predicted to not be placed.")
+ st.write("Here are some tips to improve your chances of getting placed:")
+ st.write("- Consider taking additional courses or training to improve your skills.")
+ st.write("- Gain some work experience through internships or part-time jobs.")
+ st.write("- Volunteer your time to gain experience and build your network.")
 
 
 if __name__=='__main__':