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Posted to user@mahout.apache.org by SAMIK CHAKRABORTY <sa...@gmail.com> on 2012/02/03 06:39:24 UTC

Need help in loading model for classification

Hi,

I am new to mahout and hadoop.

I have created a model (following the train classifier command) which has a
size of 500MB. Now when I am loading the model for Bayesian classification
it takes long time.
Please also note that I am using sequential processing instead of parallel
processing.

Is there a way to reduce this load time?

Any help and pointers in this matter will be greatly appreciated.

Thanks in advance for your time and consideration.

Very best,
Samik

Re: Need help in loading model for classification

Posted by Ted Dunning <te...@gmail.com>.

Trim the model by setting a minimum term frequency.

On Thu, Feb 2, 2012 at 9:39 PM, SAMIK CHAKRABORTY <sa...@gmail.com> wrote:

> Hi,
>
> I am new to mahout and hadoop.
>
> I have created a model (following the train classifier command) which has a
> size of 500MB. Now when I am loading the model for Bayesian classification
> it takes long time.
> Please also note that I am using sequential processing instead of parallel
> processing.
>
> Is there a way to reduce this load time?
>
> Any help and pointers in this matter will be greatly appreciated.
>
> Thanks in advance for your time and consideration.
>
> Very best,
> Samik
>