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