Severity classification of code smells using machine-learning methods

S Dewangan, RS Rao, SR Chowdhuri, M Gupta - SN Computer Science, 2023 - Springer
… instances can have varied size, intensity or severity which needs to be … severity of code
smells from code smell datasets. The severity of code smells is significant for reporting code smell

Code smell severity classification using machine learning techniques

FA Fontana, M Zanoni - Knowledge-Based Systems, 2017 - Elsevier
… the classification of code smell severity through the use of machine learning techniques in
different experiments. The severity of code smells … models can classify code smell severity, we …

Severity classification of software code smells using machine learning techniques: A comparative study

A Abdou, N Darwish - Journal of Software: Evolution and …, 2024 - Wiley Online Library
severity of code smells. To overcome such gap, this paper focuses on measuring the
severity classification of code smells … models, and ordinal classification models. The Local …

A severity-based classification assessment of code smells in Kotlin and Java application

A Gupta, NK Chauhan - Arabian Journal for Science and Engineering, 2022 - Springer
… ascertain our focus from less severe to more severe code smell. This aspect demands …
severe effect of code smell at the lowest possible level and providing which code smell and class

Towards a severity and activity based assessment of code smells

HK Husien, MF Harun, H Lichter - Procedia computer science, 2017 - Elsevier
severity, we define the impact value of a code smell as the product of complexity and severity
In our model, we introduce Ameliorate Active as an activity when the code smell severity is …

A Severity Assessment of Python Code Smells

A Gupta, R Gandhi, N Jatana, D Jatain, SK Panda… - IEEE …, 2023 - ieeexplore.ieee.org
… Our findings reveal that the Cognitive Complexity of code smell is the most severe one. The
remaining four smells are centered around the moderate range, having an average severity

Code smell severity detection using machine learning

S Hejres, M Hammad - 2021 - IET
… , without the need to verify the validity of the hazard classification rules in all their details. …
classes of code smells used in this research with 95.48% for data class, 96.19% for god class, …

Investigating severity thresholds for test smells

D Spadini, M Schvarcbacher, AM Oprescu… - Proceedings of the 17th …, 2020 - dl.acm.org
… The severity ratings were applied to the whole code smell category, and not to the specific
… test class code to evaluate, while in this research we are focused on detecting test smells at …

Towards a prioritization of code debt: A code smell intensity index

FA Fontana, V Ferme, M Zanoni… - 2015 IEEE 7th …, 2015 - ieeexplore.ieee.org
… We define Intensity with the aim of approximating the actual severity of detected code
smells. By analyzing the distribution of the Intensity index, we observed that only 10% of …

Functionality based code smell detection and severity classification

O Tiwari, RK Joshi - Proceedings of the 13th Innovations in Software …, 2020 - dl.acm.org
… In this paper, we propose an approach for computing long method code smell severity with
… of which we develop the long method code smell detection and severity ranking method. The …