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Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples.

, , and . HEALTHINF (1), page 246-253. INSTICC - Institute for Systems and Technologies of Information, Control and Communication, (2008)

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Feature selection toolbox software package., , and . Pattern Recognit. Lett., 23 (4): 487-492 (2002)Notes on the evolution of feature selection methodology., , and . Kybernetika, 43 (5): 713-730 (2007)Statistical approach to pattern recognition: Theory and practical solution by means of PREDITAS system., , and . Kybernetika, 27 (7): 1-76 (1991)Application of Multinomial Mixture Model to Text Classification., and . IbPRIA, volume 2652 of Lecture Notes in Computer Science, page 646-653. Springer, (2003)Conditional Mutual Information Based Feature Selection for Classification Task., , , and . CIARP, volume 4756 of Lecture Notes in Computer Science, page 417-426. Springer, (2007)M-estimators and gnostical estimators for identification of a regression model.. Autom., 26 (3): 607-610 (1990)Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality., and . IEEE Trans. Pattern Anal. Mach. Intell., 32 (11): 1921-1939 (2010)PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic Problems., , and . Pattern Recognition, volume 301 of Lecture Notes in Computer Science, page 144-152. Springer, (1988)Building Road-Sign Classifiers Using a Trainable Similarity Measure., , and . IEEE Trans. Intell. Transp. Syst., 7 (3): 309-321 (2006)Dynamic Oscillating Search algorithm for feature selection., , , and . ICPR, page 1-4. IEEE Computer Society, (2008)