规则归纳 meaning in Chinese
rule induction
Examples
- Rule induction algorithm , a mining algorithm widely used in intrusion detection fields , is researched in this thesis
本文研究了在入侵检测领域广泛应用的挖掘算法? ?规则归纳分类算法。 - Based on ripper , some modification was proposed to adapt the intrusion detection environment , resulting in the multi - greedy and coupling ( mgc ) rule induction learning algorithm
本文在ripper算法的基础上，进行了适太原理工大学硕士研究生毕业论文应入侵检测环境的改造，提出了多级贪婪祸合规则归纳算法。 - To the problem that finding rules in enormous data is very time - consumable and the expansibility of existed algorithms is not very good , the thesis proposes a new method to discompose large data table based on the concepts of positive region and the importance of attribute in rough set theory . existed algorithms of rule deduction can be applied directly on the tree structure obtained by partition and the times for computation will be reduced observably . validation of information entropy on the partition structure shows that the partition of data table will not lead to the loss of information , while the computing speed increases at the same time , which reflects the practicability and rationality about the partition of large data table
针对海量数据处理起来极为耗时，现有算法拓展性较差的问题，基于rough集理论中的集合正域概念以及由此定义的属性重要性概念，提出一种大型数据表分解算法，现有的规则归纳算法可直接在分解得到的树型结构上应用，将大大降低知识发现的时间，并从信息理论的角度利用信息熵概念对该分解结构进行了验证，分析了这种分解的实用性及合理性，揭示了这种分解结构在提高计算速度的同时不会损失信息量。