Browsing by Subject "Feature selection"
Now showing items 1-2 of 2
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Classification in high dimensional feature spaces
(North-West University, 2009)In this dissertation we developed theoretical models to analyse Gaussian and multinomial distributions. The analysis is focused on classification in high dimensional feature spaces and provides a basis for dealing with ... -
A critical comparison of feature selection algorithms for improved classification accuracy
(North-West University (South Africa), 2019)Feature selection is crucial for increasing the performance of predictive models in both classification accuracy and model training time. For high-dimensional data, feature selection becomes ever more necessary to select ...