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On Fri, Aug 16, 2019 at 11:14 AM Santosh Subedi <[email protected]> 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 <[email protected]> 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 <[email protected]> >> 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 >>> [email protected] >>> https://mail.python.org/mailman/listinfo/scikit-learn >>> >> _______________________________________________ >> scikit-learn mailing list >> [email protected] >> https://mail.python.org/mailman/listinfo/scikit-learn >> > _______________________________________________ > scikit-learn mailing list > [email protected] > https://mail.python.org/mailman/listinfo/scikit-learn >
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