Nalazite se na CroRIS probnoj okolini. Ovdje evidentirani podaci neće biti pohranjeni u Informacijskom sustavu znanosti RH. Ako je ovo greška, CroRIS produkcijskoj okolini moguće je pristupi putem poveznice www.croris.hr
izvor podataka: crosbi !

Rotation Forest in Software Defect Prediction (CROSBI ID 625370)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Mauša, Goran ; Bogunović, Nikola ; Galinac Grbac, Tihana ; Dalbelo Bašić, Bojana Rotation Forest in Software Defect Prediction // Proceedings of SQAMIA 2015 / Budimac, Zoran ; Heričko, Marjan (ur.). Maribor, 2015. str. 35-43

Podaci o odgovornosti

Mauša, Goran ; Bogunović, Nikola ; Galinac Grbac, Tihana ; Dalbelo Bašić, Bojana

engleski

Rotation Forest in Software Defect Prediction

Software Defect Prediction (SDP) deals with localization of potentially faulty areas of the source code. Classification models are the main tool for performing the prediction and the search for a model of utmost performance is an ongoing activity. This paper explores the performance of Rotation Forest classification al gorithm in the SDP problem domain. Rotation Forest is a novel algorithm that exhibited excellent performance in several studies. However, it was not systematically used in the SDP. Furthermore, it is very important to perform the case studies in various contexts. This study uses 5 subsequent releases of Eclipse JDT as the objects of the analysis. The performance evaluation is based on comparison with two other, known classification models that exhibited very good performance so far. The results of our case study concur with other studies that recognize the Rotation forest to be the state of the art classification algorithm

Rotation Forest; Random Forest; Logistic Regression; Software Defect Prediction

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

Podaci o prilogu

35-43.

2015.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of SQAMIA 2015

Budimac, Zoran ; Heričko, Marjan

Maribor:

978-961-248-485-9

Podaci o skupu

Fourth Workshop on Software Quality Analysis, Monitoring, Improvement and Applications

predavanje

08.06.2015-10.06.2015

Maribor, Slovenija

Povezanost rada

Računarstvo

Poveznice