Prediction of Cross Project Defects using Ensemble based Multinomial Classifier

Prediction of Cross Project Defects using Ensemble based Multinomial Classifier

BACKGROUND: The availability of defect related data of different projects leads to cross project defect prediction an open issue. Many studies have focused on analyzing and improving the performance of Cross project defect prediction.OBJECTIVE: The multinomial classification has not been much explor...

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Bibliographic Details
Main Authors: Lipika Goel, Mayank Sharma, Sunil Khatri, D. Damodaran
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2020-03-01
Series:EAI Endorsed Transactions on Scalable Information Systems
Subjects:
defect prediction
cpdp (cross project defect prediction)
wpdp (within project defect prediction)
ensemble learning
multinomial classification
homogeneous metrics
Online Access:https://eudl.eu/pdf/10.4108/eai.13-7-2018.159974

Internet

https://eudl.eu/pdf/10.4108/eai.13-7-2018.159974

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