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A high-dimensional dataset increases the chances that a data-mining algorithm will nd spurious patterns that are not valid in general. Most techniques employ some degree of reduction in order to cope with large amounts of data, so an ef cient and effective reduction method is required.Related: Codabar Generating .NET , .NET ITF-14 Generating , Generate Interleaved 2 of 5 .NET Number of cells in intrascene frames. Draw Barcode In .NET Using Barcode generator for Visual Studio .NET Control to generate, create bar code image in VS .NET .Related: ASP.NET Intelligent Mail Generator , Print Code 128 C# , Excel Codabar Generation ROUGH SET BASED APPROACHES TO FEATURE SELECTION. Decoding Data Matrix In .Using Barcode Control SDK for Visual Studio .NET Control to generate, create, read, scan barcode image in isual Studio .NET applications.Related: Create EAN-8 .NET , Print UPC-E .NET , .NET ISBN Generator PDF-417 2d Barcode Creation In Visual Basic .NET Using Barcode creation for . 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DataMatrix Reader In .NET Using Barcode .Using Barcode Control SDK for .NET framework Control to generate, create, read, scan barcode image in isual Studio .NET applications.Related: for barcode generation. This guide will help you draw an EAN-13 image with best quality. EAN-13 Introduction. EAN-13, also named as European Article Number 13 .Related: Barcode Printing Excel , Print Barcode Java , Generate Barcode .NET Winforms C# Using Barcode creator for VS .NET Control to generate, create Data Matrix d barcode image in .NET framework applications. Scanner In Visual Studio .NET Using Barcode recognizer for . Feature selection using rough sets theory In Proceedings of 11th International Conference on Machine Learning. Morgan Kaufmann, pp. 213 226. 1993. 237. N. N. Morsi and M. M. Yakout. Axiomatics for fuzzy rough sets. Fuzzy Sets Sys. 100(1 3): 327 342. 1998. 238. A. Moukas and P. Maes. Amalthaea: An evolving multi-agent information ltering and discovery system for the WWW. J. Autonomous Agents Multi-Agent Sys. 1(1): 59 88. 1998. 239. I. Moulinier. A framework for comparing text categorization approaches. In Proceedings of AAAI Spring Symposium on Machine Learning in Information Access. Washington: AAAI, pp. 61 68. 1996. 240. S. Muggleton. Inverse entailment and Progol. New Gen. Comput. 13(3 4): 245 286. 1995. 241. S. Muggleton and L. De Raedt. Inductive logic programming. J. Logic Program. 19/20: 629 679. 1994. 242. S. Muggleton and C. Feng. Ef cient induction of logic programs. In Proceedings of 1st Conference on Algorithmic Learning Theory. Springer/Ohmsha pp. 368 381. 1990. 243. T. Nakashima, H. Ishibuchi, and T. Murata. Evolutionary algorithms for constructing linguistic rule-based systems for high-dimensional pattern classi cation problems. In Proceedings of 1998 IEEE International Conference on Evolutionary Computation. Piscataway, NJ: IEEE Press, pp. 752 757. 1998. 244. S. Nanda and S. Majumdar. Fuzzy rough sets. Fuzzy Sets Sys. 45: 157 160, 1992. 245. D. Nauck, F. Klawonn, R. Kruse, and F. Klawonn. Foundations of Neuro-Fuzzy Systems. New York: Wiley. 1997.Related: Information Gain The Information Gain (IG) [146] is the expected reduction in entropy resulting from partitioning the dataset objects according to a particular feature. he entropy of a labeled collection of objects S is de ned as. S is de ned as. Create Data Matrix . Using Barcode creation for .NET framework Control to enerate, create Data Matrix ECC200 image in Visual Studio .NET applications.Related: Once installed, this barcode control can easily create ISBN in various .NET rojects with properties adjustable. 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