Comparing software prediction techniques using simulation.

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...

Celý popis

Podrobná bibliografie
Vydáno v:IEEE Transactions on software engineering 27, 11 (2001).
Hlavní autor: Shepperd, M.
Médium: Článek
Jazyk:English
Témata:
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.