Evolutionary induced decision trees for dangerous software modules prediction (Q1603575)
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scientific article; zbMATH DE number 1767635
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Evolutionary induced decision trees for dangerous software modules prediction |
scientific article; zbMATH DE number 1767635 |
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Evolutionary induced decision trees for dangerous software modules prediction (English)
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14 July 2002
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We study the possibility of constructing decision trees with evolutionary algorithms in order to increase their predictive accuracy. We present a self-adapting evolutionary algorithm for the induction of decision trees and describe the principle of decision making based on multiple evolutionary induced decision trees -- decision forest. The developed model is used as a fault predictive approach to foresee dangerous software modules, which identification can largely enhance the reliability of software.
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software engineering
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decision making
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decision trees
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evolutionary algorithms
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software fault prediction
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