I'm working on the Design of Experiment using Box-Behnken model, and when I analyze the result using Design Expert Ver. 8, I am getting significant lack of fit and negative R-squared predicted? 

The R-squared value is about 0.8 whereas adjusted R-squared is about 0.6++.

What could be the reason, and is there anyway to obtain good results?

Thanks.

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