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» Empirical Study of Object-Oriented Metrics
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ICML
2008
IEEE
14 years 8 months ago
An empirical evaluation of supervised learning in high dimensions
In this paper we perform an empirical evaluation of supervised learning on highdimensional data. We evaluate performance on three metrics: accuracy, AUC, and squared loss and stud...
Rich Caruana, Nikolaos Karampatziakis, Ainur Yesse...
ICSM
2009
IEEE
14 years 2 months ago
Modeling class cohesion as mixtures of latent topics
The paper proposes a new measure for the cohesion of classes in Object-Oriented software systems. It is based on the analysis of latent topics embedded in comments and identifiers...
Yixun Liu, Denys Poshyvanyk, Rudolf Ferenc, Tibor ...
ICSE
1997
IEEE-ACM
13 years 11 months ago
Communication Metrics for Software Development
† We present empirical evidence that metrics on communication artifacts generated by groupware tools can be used to gain significant insight into the development process that pro...
Bernd Brügge, Allen H. Dutoit
METRICS
2005
IEEE
14 years 1 months ago
Experiences from Conducting Semi-structured Interviews in Empirical Software Engineering Research
Many phenomena related to software development are qualitative in nature. Relevant measures of such phenomena are often collected using semi-structured interviews. Such interviews...
Siw Elisabeth Hove, Bente Anda
ICSM
2005
IEEE
14 years 1 months ago
The Conceptual Cohesion of Classes
While often defined in informal ways, software cohesion reflects important properties of modules in a software system. Cohesion measurement has been used for quality assessment, f...
Andrian Marcus, Denys Poshyvanyk