Dealing with Imbalanceness in Hierarchical Multi-Label Datasets using Multi-Label Resampling Techniques

Pereira, RM; Costa, YMG; Silla, CN

Pereira, RM (reprint author), Pontificia Univ Catolica Parana, Grad Program Informat, Curitiba, Parana, Brazil.; Pereira, RM (reprint author), Fed Inst Parana Pinhais, Curitiba, Parana, Brazil.

2018 IEEE 30TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI), 2018; (): 818

Abstract

The task of learning from imbalanced datasets has been widely investigated in the binary, multi-class and multi label scenarios. Although this problem......

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