The Mean Squared Error (MSE) is a measure of how close a fitted line is to data points. For every data point, you take the distance vertically from the point to the corresponding y value on the curve...
the percentage of error in a chemistry experiment is over 60% because of the complexity of the chemistry it self and the steps can be easily mistaken and there for heading for failure.