Improving Reliability of Defect Prediction Models

Name: Improving Reliability of Defect Prediction Models
Brand: Scholars' Press
SKU: 9786202300131
Price: 75.62 EUR
Availability: InStock

Autor: Jayalath Ekanayake

Jazyk:

Väzba: Brožovaná

Vydavateľ: Scholars' Press

Dostupnosť: Skladom u dodávateľa

Odosielame za 8-11 dní

75.62 €

Developing error free software is a prime objective of software developers. However, achieving this...

Informácie o knihe

Autor

Jayalath Ekanayake

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2022

Stránok

184

EAN

9786202300131

ISBN

6202300132

Enbook ID

39208644

Vydavateľ

Scholars' Press

Hmotnosť

292

Rozmery

150 x 220 x 11

Kompletný popis

Developing error free software is a prime objective of software developers. However, achieving this objective is not a trivial task. This becomes even more harder for the development organizations with minimum resources. The developers often use automatic defect prediction models, which are mostly developed using machine learning algorithms, to locate defects in software. The prediction quality of such models is important as wrong predictions may negatively impact on the development organizations as well as the end users. This book explores the possible issues in the existing prediction models and proposes methods to further enhance the prediction quality of such models.

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Improving Reliability of Defect Prediction Models

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