Analysis of Data Sets With Learning Conflicts for Machine Learning

In supervised learning, a machine learning system requires a data set. In occasions, however, the data set may have learning conflicts that may drastically affect the performance of the learning system. This paper presents a method to analyze the learning conflicts in a data set. Several computer si...

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Bibliographic Details
Main Authors: Sergio Ledesma, Mario-Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Dora-Luz Almanza-Ojeda, Juan-Gabriel Avina-Cervantes
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8438452/