NewOneVersusOneAll method: NOV@

作者：

Highlights：

• A combination of One-vs-All and One-vs-One strategies is presented: NOV@.

• Before NOV@ another combination of One-vs-All and One-vs-One is presented: OVA + OVO.

• OVA + OVO: It combines the results obtained by One-vs-All and One-vs-One.

• NOV@: It is an extension of One-vs-All method where ties are broken using One-vs-One.

• Experiments show promising results, specially in NOV@.

摘要

•A combination of One-vs-All and One-vs-One strategies is presented: NOV@.•Before NOV@ another combination of One-vs-All and One-vs-One is presented: OVA + OVO.•OVA + OVO: It combines the results obtained by One-vs-All and One-vs-One.•NOV@: It is an extension of One-vs-All method where ties are broken using One-vs-One.•Experiments show promising results, specially in NOV@.

论文关键词：Decomposition strategies,One against One,One against All

论文评审过程：Available online 19 April 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.04.010