Hi There,
I am working on Instance Reduction (noise removal) on sklearn as my first
contribution (hopefully) and I know a SMOTE implementation would be very
helpful.
Checkout Garcia et all Evolutionary Based IR for imbalanced Datasets. It
concludes that SMOTE oversampling is very helpful for imbalanced domains
and on non-evolutionary algorithm specially.
Abhishek, let me know your git repository.
On Dec 13, 2013 11:59 AM, "Eustache DIEMERT" <eusta...@diemert.fr> wrote:
> Do you have any pointer on the relevant literature ? the areas were SMOTE
> is deemed useful ?
>
> E/
>
>
> 2013/12/13 abhishek <abhish...@gmail.com>
>
>> hi all,
>>
>> Is there any PR available on SMOTE ?
>> I think it would be good to add SMOTE and ADASYN to scikit-learn and I
>> would like to implement them. If there is any PR available, I would like to
>> start from that. Also, I want to get an opinion of the developers on
>> whether it would be a nice idea to include them in scikit-learn.
>>
>> Thank you,
>>
>> --
>> Regards
>>
>> Abhishek Thakur
>>
>> - de.linkedin.com/in/abhisvnit/
>>
>>
>>
>>
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