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.
Knowledge-B ased Systems 195, 105633 (2020)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.