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How Much Data Analytics is Enough? The ROI of Machine Learning Classification and its Application to Requirements Dependency Classification
Our findings indicate that considering ROI as additional criteria can drastically influence ML selection when compared to decisions based on accuracy as the sole criterion
An Evolutionary Algorithm for Task Scheduling in Crowdsourced Software Development
In a competitive crowdsourcing marketplace, competition for shared worker resources from multiple simultaneously open tasks adds another layer of uncertainty to the potential outcomes of software crowdsourcing.
Beyond Accuracy: ROI-driven Data Analytics of Empirical Data
Since ROI-driven Data Analytics provides a simple yet effective direction to discover when to stop further investigation while considering the cost and value of the various types of analysis, it helps to avoid over-analyzing empirical data.
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