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% Kernel machines. % % extraction - (dir) Kernel feature extraction. % preimage - (dir) Pre-image problem for RBF kernel. % % diagker - Returns diagonal of kernel matrix. % dualcov - Dual
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% Image denoising using kernel PCA. % % make_noisy_data - Adds Gaussian noise to USPS database. % show_denois_tuning - Plots curves of tuning stage of Kernel PCA. % show_denoising - Image d
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% Kernel machines. % % cvkfd - Computes cross validation error for given KFD model. % diagker - Returns diagonal of kernel matrix of given data. % dualcov - Dual representation of cova
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% Demo on Optical Character Recognition (OCR) for handwritten numerals. % % models (dir) - Different SVM models trained for OCR system. % % collect_chars - Collecting training examples for OCR. % mpa
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% Demos of the Statistical Pattern Recognition Toolbox. % % image_denoising - (dir) Image denoising using kernel PCA. % ocr - (dir) Object Character Recognition. % % demo_anderson - G
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% Separation of finite sets of vectors % % ekozinec - Kozinec's algorithm for eps-optimal separating hyperplane. % mperceptron - Perceptron algorithm to train linear machine. % perceptron - Perc
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% Algorithms learning linear classifiers from finite vector sets. % % ekozinec - Kozinec's algorithm for eps-optimal separating hyperplane. % ekozinec2 - Kozinec's algorithm for eps-optimal separ
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% Linear discriminant function and feature extraction. % % anderson - (dir) Generalized Anderson's task. % extraction - (dir) Linear feature extraction methods. % finite - (dir) Separation of fi
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% Generalized Anderson's task. % % andrerr - Classification error of the Generalized Anderson's task. % androrig - Original method to solve the Anderson's task. % eanders - Epsilon-solutio
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% Algorithms to solve the Generalized Anderson's task. % % andrerr - Classification error of the Generalized Anderson's task. % androrig - Original method to solve the Anderson's task. % ean