There are definitely techniques that could be used to modify this. over sampling of cases when dealing with unbalanced class problems is one technique. No reaso

There are definitely techniques that could be used to modify this. over sampling of cases when dealing with unbalanced class problems is one technique. No reason to throw out the baby with the bath water