Published May 26, 2022
| Version v1
Publication
A Measure for Data Set Editing by Ordered Projections
Description
In this paper we study a measure, named weakness of an
example, which allows us to establish the importance of an example to
find representative patterns for the data set editing problem. Our ap proach consists in reducing the database size without losing information,
using algorithm patterns by ordered projections. The idea is to relax the
reduction factor with a new parameter, λ, removing all examples of the
database whose weakness verify a condition over this λ. We study how
to establish this new parameter. Our experiments have been carried out
using all databases from UCI-Repository and they show that is possible
a size reduction in complex databases without notoriously increase of the
error rate.
Additional details
Identifiers
- URL
- https://idus.us.es/handle//11441/133680
- URN
- urn:oai:idus.us.es:11441/133680