I have performed hyper tuning grid CV search on KNN model. The actual accuracy score for my KNN was accuracy of 42.31 % without performing hyper tuning. However, after performing hyper tuning, the accuracy score has gone down to 27.97 %? I would like to know why this happened? I performed Near Miss (under sampling) to balance my dataset.