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

[Santosh Subedi]

Hi guys,

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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?
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