A majority-vote ensemble of three sentiment tools improves within-platform accuracy by 1-2%, but in cross-platform settings the best individual tool usually outperforms the ensemble.
In: P roceedings of the 39th International Conference on Software Engineering: Ne w Ideas and Emerging Results Track
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On the Limitations of Combining Sentiment Analysis Tools in a Cross-Platform Setting
A majority-vote ensemble of three sentiment tools improves within-platform accuracy by 1-2%, but in cross-platform settings the best individual tool usually outperforms the ensemble.