| 1. | Classification methods can be compared and evaluated according to the following criteria : predictive accuracy , speed , scalability , robustness and interpretability
实际应用中对这些算法进行取舍时，可以从准确度、速度、伸缩性、强壮性和可解释性等几个方面来评价。 |
| 2. | In this thesis , we discuss the interpretability of fuzzy systems and propose an agent - based evolutionary approach to extract fuzzy rules considering both the accuracy and interpretability
本论文以模糊系统的解释性为研究目标。首先，提出了与模糊系统解释性有关的重要概念。 |
| 3. | Owl facilitates greater machine interpretability of web content than that supported by xml , rdf , and rdf schema by providing additional vocabulary along with formal semantics
Owl既提供了正式的语义，又提供了附加的词汇，所以比起xml 、 rdf和rdf schema ，对web内容实现了更好的机器互操作性。 |
| 4. | A very promising type of the second generation moea named nsga - ii is described in detail , which is applied in our proposed agent - bused framework to study the trade - off between the accuracy and interpretability of fuzzy systems
Nsga -被用于我们提出的基于智能体的进化算法中，用来评价模糊集智能体的生存能力。 |
| 5. | The research background , research objectives and my main contributions are given in this chapter . chapter 2 gives some fundamental concepts about fuzzy systems . then the interpretability issues are discussed in detail
第一章综合论述了本文工作的意义，提出了本文的研究背景，研究的主要内容和目标，及主要创新点。 |
| 6. | Chapter 5 describes the proposed agent - based evolutionary approach in detail , including the inner behaviors of fuzzy sets agents and the interaction mechanism among them . the agent - based approach is proposed to build fuzzy systems considering both the accuracy and interpretability
第五章详细介绍了基于智能体的进化算法的实现细节，包括智能体的内部行为和多个智能体的交互机制等。 |
| 7. | Generally , we are applicable the principle of the former and the lighter penalize is priority . as to the interpretability about such question publicized by the highest government , the author thinks it is unfair to the accused
在对于跨法犯的法律适用没有一个明确的、完全相符的原则规定时，适用“疑问时有利于被告人”的原则无疑是最恰当的，所以对继续犯的跨法犯适用从旧兼从轻原则也是最恰当的。 |
| 8. | Bayesian classification is based on bayesian theorem . it can be comparable in interpretability with decision tree and in speed with neural network classifiers . bayesian classifiers have also exhibited high accuracy and speed when applied to large databases
该算法基于贝叶斯定理，可解释性方面可以与判定树相比，准确度可和神经网络分类算法相媲美，用于大型数据库时该算法已表现出高准确度与高速度。 |
| 9. | Experimental results show that multiple fuzzy system solutions can be obtained with better interpretability and a higher or comparative accuracy compared with other methods known in the literature . chapter 1 gives a comprehensive description about the current research work
实验结果表明，此种基于智能体的进化算法可以得到多个模糊系统解，同其他方法比较，我们方法产生的模糊系统有更好的解释性和更高的或可比拟的精确性。 |
| 10. | The interpretability of four kinds of ageing materials are as follows : sectioned dorsal fin spine > sectioned lapillus > scale > vertebra . sectioned dorsal fin spine is the best material in ageing of the fish less than eight years . as for the fish elder than eight years sectioned lapillus is the reliable ageing material that had more annulus readings than scale , dorsal fine spine and vertebra
对8龄以下个体，用背鳍条磨片鉴定年龄效果最佳；对8龄以上个体，臀鳞、背鳍条磨片和脊椎骨上的年轮计数明显低于微耳石磨片，微耳石磨片上的年轮计数最高，是高龄青海湖裸鲤可靠的年龄鉴定材料。 |
