The Nanjing University Professor Zhi-Hua Zhou proposed the concept of selective ensemble learning.
南京大学周志华教授提出选择性集成学习的概念。
In order to improve the performance of intrusion detection system, selective ensemble is introduced to the implementation of intrusion detection system in this paper.
为了提高入侵检测系统的性能,本文将选择性集成的思想引入到入侵检测系统的实现中。
Selective ensemble classifiers can improve classification accuracy rate of data set. But for a specific data classification, the classifiers contained by ensemble can not be the best combination.
选择性集成分类算法虽能提高集合分类器在整体数据集上的分类性能,但针对某一具体数据进行分类时,其选择出的个体分类器集合并不一定是最优组合。
Selective ensemble classifiers can improve classification accuracy rate of data set. But for a specific data classification, the classifiers contained by ensemble can not be the best combination.
选择性集成分类算法虽能提高集合分类器在整体数据集上的分类性能,但针对某一具体数据进行分类时,其选择出的个体分类器集合并不一定是最优组合。
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