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Multivariate analysis for glass type dataset. Techniques applied: PCA, LDA/QDA and clustering

Application of different classification techniques including logistic regression, linear discriminant analysis, quadratic discriminant analysis, support vector machine and k-nearest neighbors on binomial data of hotel room reservation.