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Browsing by Subject "Missing data techniques"

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A dynamic programming approach to missing data estimation using neural networks

Author: Nelwamondo, Fulufhelo V ; Golding, D ; Marwala, T Date: 2013 This paper develops and presents a novel technique for missing data estimation using a combination of dynamic programming, neural networks and genetic algorithms (GA) on suitable subsets of the input data. The method proposed here is well ... Read more
Empirical comparison of techniques for handling incomplete data using decision trees

Author: Twala, B Date: 2009 Increasing the awareness of how incomplete data affects learning and classification accuracy has led to increasing numbers of missing data techniques. This paper investigates the robustness and accuracy of seven popular techniques for tolerating ... Read more

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Browsing by Subject "Missing data techniques"

Browsing by Subject "Missing data techniques"

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