Mariana: Text Classification System(ARC-16070-1)

data and image processing
Mariana: Text Classification System
Mariana is an algorithm that efficiently optimizes the hyperparameters for support vector machines for regression and classification. It currently uses simulated annealing for optimization but can be extended to use a variety of stochastic optimization techniques, including Markov Chain Monte Carlo, Sequential Monte Carlo, and genetic algorithms.
Software Details

Data and Image Processing
Reference Number
Release Type
Open Source
Operating System
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Ames Research Center
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