Software Metrics: Calculation and Optimization of Thresholds
Journal Title: JOURNAL OF COMMERCE AND TRADE - Year 2011, Vol 6, Issue 2
Abstract
In this article, we present a algorithmic method for the calculation of thresholds (the starting point for a new state) for a software metric set. To this aim, machine learning and data mining techniques are utilized. We define a data-driven methodology that can be used for efficiency optimization of existing metric sets, for the simplification of complex classification models, and for the calculation of thresholds for a metric set in an environment where no metric set yet exists. The methodology is independent of the metric set and therefore also independent of any language, paradigm or abstraction level. In four case studies performed on large-scale open-source software metric sets for C functions, C+ +, C# methods and Java classes are optimized and the methodology is validated.
Authors and Affiliations
Abhishek Kumar Maheswari
Keywords
Related Articles
- EP ID EP253461
- DOI -
- Views 98
- Downloads 0
Internationalization of Business Operations — A Strategic Approach
The level of participation of firms in international process can be specified by different types of foreign market entry modes. Import and export entry modes are the traditional form of international activities of firms....
Knowledge Management for the New World of Business
The emergence of knowledge-intensive society has changed the nature of business competition. Knowledge management is a critical success factor in today’s enterprises. The efficacy of a knowledge management (KM) project d...
Consumer’s Attitude and Buying Behaviour of Organic/Green Products with Reference to Erode District
Development has become a necessity for man's survival today and for every step put forward by man, nature has had to take three backwards. We have developed all kinds of technical know-how to make our lives simpler, swif...
Impact of Promotional Activities, After Sale Services, Mileage and Resale Value on the Purchase Decision - A Consumer Behaviour Study in Automobile Industry
In this research paper an attempt has been made to know the Impact of Promotional Activities, After Sale Services, Mileage and Resale Value on the Purchase Decision. The research will help the manufacturers of four wheel...
E-commerce : Enhancing Growth for SMEs in India
ndian Small and medium enterprises (SMEs) or small and medium-sized businesses (SMBs) continue to chug along with their growth story. With their huge potential, the Government of India is taking different measures to inc...