Nmap Development mailing list archives

Re: IPv6 fingerprint database imputation of missing values


From: David Fifield <david () bamsoftware com>
Date: Fri, 10 Apr 2015 10:09:55 -0700

On Fri, Apr 10, 2015 at 06:17:45PM +0200, Alexandru Geana wrote:
Hello devs,

For some time now I have been working on applying imputation to the IPv6
fingerprint database in order to deal with missing values for some of
the examples. The reason for applying imputation is to increase the
quality of the data and improve the accuracy of the machine learning
model generated with liblinear.

What do your prediction results look like with the added imputation?

Your approach looks pretty reasonable to me.

David Fifield
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