The final data has been trained using the AdaboostClassifier() which gave me a local accuracy of 0.80, I have not submitted results to the JOB-A-THON - November 2021 so I donot have final public and private score for mine, Checked for other participants submission.
Note:- first ranker holds 0.75 score for test dataset for the observaion below is the link:- https://datahack.analyticsvidhya.com/contest/job-a-thon-november-2021/?utm_source=sendinblue&utm_campaign=Job-A-Thon%20%20Mark%20Final%20Submission%20%2011212021&utm_medium=email#LeaderBoard