Before revision:  Although we study biological datasets in this work, the new upper bound estimates will hold true for regression models from any research field or application area where sample labels are associated with noise.
After revision:  Although we study biological datasets in this work, the new upper bound estimates will hold true for regression models from any research field or application area where response variables have associated noise.