Classification methods can be compared and evaluated according to the following criteria : predictive accuracy , speed , scalability , robustness and interpretability 實際應用中對這些算法進行取舍時,可以從準確度、速度、伸縮性、強壯性和可解釋性等幾個方面來評價。
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 本論文以模糊系統(tǒng)的解釋性為研究目標。首先,提出了與模糊系統(tǒng)解釋性有關的重要概念。
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既提供了正式的語義,又提供了附加的詞匯,所以比起xml 、 rdf和rdf schema ,對web內(nèi)容實現(xiàn)了更好的機器互操作性。
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 -被用于我們提出的基于智能體的進化算法中,用來評價模糊集智能體的生存能力。
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 第一章綜合論述了本文工作的意義,提出了本文的研究背景,研究的主要內(nèi)容和目標,及主要創(chuàng)新點。
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 第五章詳細介紹了基于智能體的進化算法的實現(xiàn)細節(jié),包括智能體的內(nèi)部行為和多個智能體的交互機制等。
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 在對于跨法犯的法律適用沒有一個明確的、完全相符的原則規(guī)定時,適用“疑問時有利于被告人”的原則無疑是最恰當?shù)?,所以對繼續(xù)犯的跨法犯適用從舊兼從輕原則也是最恰當?shù)摹?
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 該算法基于貝葉斯定理,可解釋性方面可以與判定樹相比,準確度可和神經(jīng)網(wǎng)絡分類算法相媲美,用于大型數(shù)據(jù)庫時該算法已表現(xiàn)出高準確度與高速度。
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 實驗結(jié)果表明,此種基于智能體的進化算法可以得到多個模糊系統(tǒng)解,同其他方法比較,我們方法產(chǎn)生的模糊系統(tǒng)有更好的解釋性和更高的或可比擬的精確性。
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 對8齡以下個體,用背鰭條磨片鑒定年齡效果最佳;對8齡以上個體,臀鱗、背鰭條磨片和脊椎骨上的年輪計數(shù)明顯低于微耳石磨片,微耳石磨片上的年輪計數(shù)最高,是高齡青海湖裸鯉可靠的年齡鑒定材料。
百科解釋
In mathematical logic, interpretability is a relation between formal theories that expresses the possibility of interpreting or translating one into the other.