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Modeling of Decision Trees Through P Systems
New Generation Computing ( IF 2.0 ) Pub Date : 2019-02-14 , DOI: 10.1007/s00354-019-00052-4
José M. Sempere

In this paper, we propose a decision-tree modeling in the framework of membrane computing. We propose an algorithm to obtain a P system that is equivalent to any decision tree taken as input. In our case, and unlike previous proposals, we formulate the concepts of decision trees endogenously, since there is no external agent involved in the modeling. The tree structure can be defined naturally by the topology of the regions in the P system and the decision rules are defined by communication rules of the P system.

中文翻译:

通过 P 系统建模决策树

在本文中,我们提出了一种在膜计算框架下的决策树建模。我们提出了一种算法来获得 P 系统,该系统等效于作为输入的任何决策树。在我们的案例中,与之前的提议不同,我们内生地制定了决策树的概念,因为建模中没有涉及外部代理。树结构可以由P系统中区域的拓扑结构自然定义,决策规则由P系统的通信规则定义。
更新日期:2019-02-14
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