Thanks for quick reply and suggestions.
So Is there any measure to test whether SVD is performing on data or not?

I read following lines from you book mahout in action
---
In the case of Boolean preference data, only a precision-recall test is
available
anyway. It’s worth understanding the test’s limitations in this context.
---

Is it true now also (with new version of mahout)?
Regards,
Ashish

On Fri, Dec 14, 2012 at 3:55 PM, Sean Owen <[email protected]> wrote:

> The "1.0" last parameter to evaluate() can be turned down to, say, 0.1
> to use only 10% of the data for testing.
>
> Precision/recall tests are always problematic for recommenders. I
> don't think this is going to give good results, but you're doing it
> right.
>

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