Essays about: "Linnea Lantz"
Found 1 essay containing the words Linnea Lantz.
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1. Evaluation of the Robustness of Different Classifiers under Low- and High-Dimensional Settings
University essay from Uppsala universitet/Statistiska institutionenAbstract : This thesis compares the performance and robustness of five different varities of discriminant analysis, namely linear (LDA), quadratic (QDA), generalized quadratic (GQDA), diagonal linear (DLDA) and diagonal quadratic (DQDA) discriminant analysis, under elliptical distributions and small sample sizes. By means of simulations, the performance of the classifiers are compared against separation of mean vectors, sample size, number of variables, degree of non-normality and covariance structures. READ MORE
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