How can i make sample submission file

machine_learning
#1

i have created the model with accuracy 94. how can i test the result and make sample submission file for that.

#2

Hi @raj77,

  1. Read the submission file
    submission=pd.read_csv("Sample_Submission_ZAuTl8O_FK3zQHh.csv")

  2. Set the loan ID and predictions
    submission['Loan_Status']=pred_test submission['Loan_ID']=test_original['Loan_ID']

  3. Remember we need predictions in Y and N. So convert 1 and 0 to Y and N.
    submission['Loan_Status'].replace(0, 'N',inplace=True)
    submission['Loan_Status'].replace(1, 'Y',inplace=True)

  4. Convert the submission to .csv format and make submission to check the accuracy on the leaderboard.
    pd.DataFrame(submission, columns=['Loan_ID','Loan_Status']).to_csv('logistic.csv')

Reference: Free Course: Loan Prediction Practice Problem