Comparative analysis of regression and machine learning methods for predicting fault proneness models

@article{Singh2009ComparativeAO,
  title={Comparative analysis of regression and machine learning methods for predicting fault proneness models},
  author={Yogesh Singh and Arvinder Kaur and Ruchika Malhotra},
  journal={IJCAT},
  year={2009},
  volume={35},
  pages={183-193}
}
Demand for quality software has undergone rapid growth during the last few years. This is leading to increase in development of machine learning techniques for exploring datasets which can be used in constructing models for predicting quality attributes such as Decision Tree (DT), Support Vector Machine (SVM) and Artificial Neural Network (ANN). This paper… CONTINUE READING