Which machine learning method do you need?
L.L. Minku University of Leicester, Leicester, United Kingdom
Abstract
Machine learning can be used for several different software data analytics tasks, providing useful insights into software processes and products. For example, it can reveal what software modules are most likely to contain bugs, what amount of effort is likely to be required to develop new software projects, what commits are most likely to induce crashes, how the productivity of a company changes over time, how to improve productivity, etc. The right machine learning algorithm depends on the data and the environment being modeled. Therefore, in order to create good data models, it is important to investigate the data analytics ...
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