[R] imbalanced data set

From: Weiwei Shi <helprhelp_at_gmail.com>
Date: Sun 24 Jul 2005 - 15:46:08 EST

I have a question of classification on imbalanced dataset. I am wondering if there is a package which can solve this problem via sampling approach, like one-sided selection.

A follow-up question is, how to select those 'representative' samples and remove noise/borderlines and redundancy in order to increase classification accuracy. Is there any work which has been implemented in R or some GNU softwares?



Weiwei Shi, Ph.D

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Received on Sun Jul 24 15:53:50 2005

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