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On the other hand, other experiments involved writer identification from scanned hand-written documents, forensic file type analysis of file systems, an intelligent systems challenge, natural language identification, identification of decades in French corpora as well as place of origin of publication (such as Quebec vs. France or the particular journal). All these experiments yielded top, intermediate, and worst configurations for each task given the set of available algorithms implemented at the time.

A. (2008f). Towards syntax and semantics of hierarchical contexts in multimedia processing applications using MARFL, Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference (COMPSAC), IEEE Computer Society, Turku, Finland, pp. 1288–1294. Mokhov, S. A. (2010a). Complete complimentary results report of the MARF’s NLP approach to the DEFT 2010 competition, [online]. 3787. Mokhov, S. A. (2010b). L’approche MARF à DEFT 2010: A MARF approach to DEFT 2010, Proceedings of TALN’10.

The flexibility allows to compute the mean and median vectors and cache them dynamically if the feature set was not altered increasing performance. view=markup 13. g. human-readable interpretation of the ID). The outcome may mean a number of things depending on the classifier used: it is a scalar Double value that can represent the distance from the subject, the similarity to the subject, or probability of this result. These meanings are employed by the particular classifiers when returning the “best” and “second best”, etc.

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