Before revision:  But , with the growing number of drugs, targets and their huge interactions produce imbalance data which may not be suitable to directly feed into the classification model  .
After revision:  However , with the growing number of drugs, targets and their huge interactions produce imbalance data which may not be suitable to directly feed into the classification model .