Exploiting the relationships among several binary classifiers via data transformation

作者:

Highlights:

• Establishment of relationship among several binary classifiers.

• Exploration of a random projection network for such classifier learning.

• Proposal of novel classifier which exploits the established relationship.

• Observe the performance of novel classifier on several performance measures.

摘要

Highlights•Establishment of relationship among several binary classifiers.•Exploration of a random projection network for such classifier learning.•Proposal of novel classifier which exploits the established relationship.•Observe the performance of novel classifier on several performance measures.

论文关键词:Binary classification,Linear estimation methods,Deterministic methods,Area under the ROC curve

论文评审过程:Received 16 May 2013, Revised 18 September 2013, Accepted 25 September 2013, Available online 14 October 2013.

论文官网地址:https://doi.org/10.1016/j.patcog.2013.09.030