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Table 8 Effect of author property and topic trend on the prediction performance (Twitter). The mean and the 99% confidence interval for 200 trials are shown

From: Estimating community feedback effect on topic choice in social media with predictive modeling

Feature Accuracy F1 MCC
None 65.44 ± 0.00% 39.56 ± 0.00% 0.00 ± 0.00%
Prop 71.54 ± 0.01% 60.01 ± 0.02% 31.74 ± 0.04%
Pref 80.29 ± 0.01% 77.02 ± 0.00% 54.98 ± 0.00%
Prop, Pref 80.52 ± 0.01% 77.53 ± 0.00% 55.68 ± 0.01%
Prop, Pref, Trend 81.97 ± 0.01% 79.75 ± 0.03% 59.59 ± 0.06%