Powered by OpenAIRE graph
Found an issue? Give us feedback
addClaim

CrossPare: A Tool for Benchmarking Cross-Project Defect Predictions

Authors: Steffen Herbold;

CrossPare: A Tool for Benchmarking Cross-Project Defect Predictions

Abstract

During the last decade, many papers on defect prediction were published. One still for the most part unresolved issue are cross-project defect predictions. Here, the aim is to predict the defects of a project, with data from other projects. Many approaches were suggested and evaluated in recent years. However, due to the usage of different implementations and data sets, the comparison between the work is a hard task. Within this paper, we present the tool CrossPare. CrossPare is designed to facilitate benchmarks for cross-project defect predictions. The tool already implements many techniques proposed within the current state of the art of cross-project defect predictions. Moreover, the tool is able to load different data sets that are commonly used for the evaluation of techniques and supports all major performance metrics. Through the usage of CrossPare other reseachers can improve the comparability of their results and possibly also reduce their implementation efforts for new cross-project defect prediction techniques by reusing features already offered by CrossPare.

Related Organizations
  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    20
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
20
Top 10%
Top 10%
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!