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Unbalanced data processing using oversampling: Machine Learning

Published in Procedia Computer Science • Jan 1, 2020
NobleIDNI9P86W93R59S72
Authors:
Amelec Viloria
,
Omar Bonerge Píneda Lezama
,
Nohora Mercado-Caruzo

Abstract

Nowadays, the DL algorithms show good results when used in the solution of different problems which present similar characteristics as the great amount of data and high dimensionality. However, one of the main challenges that currently arises is the classification of high dimensionality databases, w...

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