Getting 73% accuracy

According to me, my code has no issue yet I am getting 73% accuracy on submitting the CSV file

hey @Mohit2000 ,
Can you please let me know what approach have you used on this task.
As according to that i will be able to help you.

Thank You :slightly_smiling_face:.

I have used the knn algorithm. I have predicted the values for inputs from X_test and have written the predicted output for those inputs in a csv file.

hey @Mohit2000 ,
I can’t guarantee you that score will surely increase , but yeah you can try these.

  1. Feature engineering
    Try making new features , detecting outliers ,etc.

  2. Optimum valu of K

  3. Cross validation

  4. Proper data normalization or standardization

  5. Trying different models

Just give a try to them and i hope they will surely be some help to you.

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