Comparing software prediction techniques using simulation.

The need for accurate software prediction systems increases as software becomes much larger and more complex. We believe that the underlying characteristics: size, number of features, type of distribution, etc., of the data set influence the choice of the prediction system to be used. For this reaso...

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Detalhes bibliográficos

Publicado no:	IEEE Transactions on software engineering 27, 11 (2001).
Autor principal:	Shepperd, M.
Formato:	Artigo
Idioma:	inglês
Assuntos:	Case-based reasoning. Data set characteristics. Machine learning. Nearest neighbor. Neural nets. Prediction problem. Regression. Rule induction. Simulation. Small data sets. Software prediction systems. Software prediction technique comparison. Training set.