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Table 5 Classification accuracy

From: Correction to: A novel adaptable approach for sentiment analysis on big social data

  Proposed method Naïve Bayes Google prediction API
Accuracy Mean accuracy Macro precision Macro recall Macro F-measure Accuracy Mean accuracy Macro precision Macro recall Macro F-measure Mean accuracy Macro precision Macro recall Macro F-measure
Highly positive Trump 88.52%      85.71%         
Moderately positive Trump 88%      35.71%         
Lightly positive Trump 88%      14.21%         
Highly positive Hillary 98%      21.42%         
Moderately positive Hillary 86%      14.28%         
Lightly positive Hillary 86% 90.21% 90.23% 89.57% 89.98% 57.14% 34.45% 33.92% 31.85% 32.86% 66.66% 64.02% 65.31% 64.65%
Highly negative Trump 90%      0.70%         
Moderately negative Trump 96%      57.14%         
Lightly negative Trump 88%      42.28%         
Highly negative Hillary 98%      14.28%         
Moderately negative Hillary 88%      14.28%         
Lightly negative Hillary 88%      57.14%