Gaussian classifiers scripts download

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... 3-class pattern classification problem. It generates hundred random samples for each pattern class using given parameters for ... the class-conditional densities.Further the Gaussian classifier is implemented to classify test samples of each class using ... equal prior class probabilities and specified probabilities.Also the nearest mean classifier is implemented to classify ...

... The High Dimensional Data Clustering ... toolbox contains an efficient unsupervised classifiers for high-dimensional data. This classifier is based on Gaussian models adapted ... for high-dimensional data.Reference: C. Bouveyron, S. Girard and C. Schmid, High-Dimensional ...

... unified toolbox which can handle (hierarchical) mixtures of experts, mixtures of Gaussians, naive Bayes ... classifiers, HMMs, coupled HMMs, factorial HMMs, input-output HMMs, Kalman filters, Markov Random Fields, etc. Demands ...

... Modular toolkit for Data Processing (MDP) is ... Python data processing framework. Implemented algorithms include ... Factor Analysis, Fisher Discriminant Analysis ... and Gaussian Classifiers. From the user ... perspective, MDP consists of ...

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