[scikit-learn] Any recommend way to encode IP address?

[Chris Aridas]

https://mail.python.org/mailman/listinfo/scikit-learn

On Fri, Aug 16, 2019 at 11:14 AM Santosh Subedi <santoshmsubedi at gmail.com>
wrote:

> Hi guys,
>
> How can I unsubscribe myself from Scikit-learn  mailing list?
>
> Thanks.
>
> On Fri, 16 Aug 2019 at 4:56 PM Chris Aridas <chris at aridas.eu> wrote:
>
>> Hey,
>>
>> Apart from encoding you could use feature engineering. Something like
>> this https://ipgeolocation.io/documentation/ip-geolocation-api.html
>> Two IPs might have the same country but different city. So, you could mix
>> and match whatever you want.
>>
>> Best,
>>
>> On Fri, Aug 16, 2019 at 10:46 AM lampahome <pahome.chen at mirlab.org>
>> wrote:
>>
>>> I collect data which has many access log from different IP.
>>>
>>> But I don't know what's the better way to encode it to make sure small
>>> size of train data and keep the independency of different IPs.
>>>
>>> 1. one-hot encode: If too many IP, the train data will occupy huge disk
>>> spaces.
>>> 2. category encode: IP will be encoded to 0~N, but can't show the
>>> relation between different IPs.
>>>
>>> anyone have advices?
>>> _______________________________________________
>>> scikit-learn mailing list
>>> scikit-learn at python.org
>>> https://mail.python.org/mailman/listinfo/scikit-learn
>>>
>> _______________________________________________
>> scikit-learn mailing list
>> scikit-learn at python.org
>> https://mail.python.org/mailman/listinfo/scikit-learn
>>
> _______________________________________________
> scikit-learn mailing list
> scikit-learn at python.org
> https://mail.python.org/mailman/listinfo/scikit-learn
>
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20190816/1be2daa3/attachment-0001.html>