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20182021
most citedHow Much Data Analytics is Enough? The ROI of Machine Learning Classification and its Application to Requirements Dependency Classification

1 citations · 1 across the 2 of their papers we have counts for

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cs.LG2020

Beyond Accuracy: ROI-driven Data Analytics of Empirical Data

Gouri Deshpande, Guenther Ruhe

This vision paper demonstrates that it is crucial to consider Return-on-Investment (ROI) when performing Data Analytics. Decisions on "How much analytics is needed"? are hard to an…