Projects

Classification of Stars and Quasars using Machine Learning techniques

Classification of stars and quasars using decision trees(CART algorithm) with bagging ensemble technique and hyperparameter tuning when only photometric data is available. An accuracy of 95% was achieved using k-fold cross-validation on multiple datasets.