how can i improve r2 value?

really i'm fed off please anyone give me solution and help me, after plotting measured Vs predicted scatter plot i'm getting r2 as 0.004, please help me how can i increase it to 0.9. i have done all type of experiments but dint get solution.

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on 13 Feb 2013

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