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- Complexity_index abstract "Besides complexity intended as a difficulty to compute a function (see computational complexity), in modern computer science and in statistics another complexity index of a function stands for denoting its information content, in turn affecting the difficulty of learning the function from examples.Complexity indices in this sense characterize the entire class of functions to which the one we are interested in belongs. Focusing on Boolean functions, the detail of a class of Boolean functions c essentially denotes how deeply the class is articulated.To identify this index we must first define a sentry function of .Let us focus for a moment on a single function c, call it a concept defined on a set of elements that we may figure as points in a Euclidean space. In this framework, the above function associates to c a set of points that, since are defined to be external to the concept, prevent it from expanding into another function of . We may dually define these points in terms of sentinelling a given concept c from being fully enclosed (invaded) by another concept within the class. Therefore we call these points either sentinels or sentry points; they are assigned by the sentry function to each concept of in such a way that: the sentry points are external to the concept c to be sentineled and internal to at least one other including it, each concept including c has at least one of the sentry points of c either in the gap between c and , or outside and distinct from the sentry points of , and they constitute a minimal set with these properties.The technical definition coming from (Apolloni 2006) is rooted in the inclusion of an augmented concept made up of c plus its sentry points by another in the same class.".
- Complexity_index thumbnail SentinelEx.png?width=300.
- Complexity_index wikiPageID "20890532".
- Complexity_index wikiPageRevisionID "578484883".
- Complexity_index hasPhotoCollection Complexity_index.
- Complexity_index subject Category:Algorithmic_inference.
- Complexity_index subject Category:Computational_complexity_theory.
- Complexity_index comment "Besides complexity intended as a difficulty to compute a function (see computational complexity), in modern computer science and in statistics another complexity index of a function stands for denoting its information content, in turn affecting the difficulty of learning the function from examples.Complexity indices in this sense characterize the entire class of functions to which the one we are interested in belongs.".
- Complexity_index label "Complexity index".
- Complexity_index sameAs m.05b36n6.
- Complexity_index sameAs Q5156627.
- Complexity_index sameAs Q5156627.
- Complexity_index wasDerivedFrom Complexity_index?oldid=578484883.
- Complexity_index depiction SentinelEx.png.
- Complexity_index isPrimaryTopicOf Complexity_index.