An application of zero-inflated Poisson regression for software fault prediction

Poisson regression model is widely used in software quality modeling. When the response variable of a data set includes a large number of zeros, Poisson regression model will underestimate the probability of zeros. A zero-inflated model changes the mean structure of the pure Poisson model. The predi...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Khoshgoftaar, T.M., Gao, K., Szabo, R.M.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Application software Computer science Economic forecasting Fault diagnosis Predictive models Software engineering Software quality Software reliability Software systems Software testing
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!