Simultaneous variable selection and class fusion with penalized distance criterion based classifiers
Simultaneous variable selection and class fusion with penalized distance criterion based classifiers is a scholarly work, published in 2019 in ''Computational Statistics & Data Analysis''. The main subjects of the publication include regularization, Multiclass classification, linear discriminant analysis, Bayes' theorem, artificial intelligence, naive Bayes classifier, multicollinearity, discriminative model, facial recognition system, Bayes classifier, statistics, word error rate, Bayes error rate, mathematics, pattern recognition, feature selection, and computer science. Finally, simulations and the real data analysis well demonstrate good performances of the proposed methods in comparison with existing methods.