Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines
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[1] André Carlos Ponce de Leon Ferreira de Carvalho,et al. Evolutionary design of multiclass support vector machines , 2007, J. Intell. Fuzzy Syst..
[2] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[3] S. Sathiya Keerthi,et al. Evaluation of simple performance measures for tuning SVM hyperparameters , 2003, Neurocomputing.
[4] S. Dudoit,et al. Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data , 2002 .
[5] Chih-Jen Lin,et al. A comparison of methods for multiclass support vector machines , 2002, IEEE Trans. Neural Networks.
[6] Dorothea Heiss-Czedik,et al. An Introduction to Genetic Algorithms. , 1997, Artificial Life.
[7] K. Deb. An Efficient Constraint Handling Method for Genetic Algorithms , 2000 .
[8] Koby Crammer,et al. On the Learnability and Design of Output Codes for Multiclass Problems , 2002, Machine Learning.
[9] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..
[10] Thorsten Joachims,et al. The Maximum-Margin Approach to Learning Text Classifiers , 2001, Künstliche Intell..
[11] Thomas G. Dietterich. What is machine learning? , 2020, Archives of Disease in Childhood.
[12] Nello Cristianini,et al. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .
[13] Jason Weston,et al. Multi-Class Support Vector Machines , 1998 .
[14] Gérard Dreyfus,et al. Single-layer learning revisited: a stepwise procedure for building and training a neural network , 1989, NATO Neurocomputing.
[15] G. Wahba. Support vector machines, reproducing kernel Hilbert spaces, and randomized GACV , 1999 .
[16] Yoram Singer,et al. Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers , 2000, J. Mach. Learn. Res..
[17] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[18] André Carlos Ponce de Leon Ferreira de Carvalho,et al. Multiclass SVM Model Selection Using Particle Swarm Optimization , 2006, 2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06).
[19] André Carlos Ponce de Leon Ferreira de Carvalho,et al. Multiclass SVM Design and Parameter Selection with Genetic Algorithms , 2006, 2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06).