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Table 7 Effect of author property and topic trend on the prediction performance (Reddit). 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 63.43 ± 0.01% 38.81 ± 0.00% 0.00 ± 0.00%
Prop 63.87 ± 0.00% 40.38 ± 0.01% 7.93 ± 0.04%
Pref 79.34 ± 0.01% 77.36 ± 0.00% 54.85 ± 0.00%
Prop, Pref 79.30 ± 0.01% 77.24 ± 0.00% 54.67 ± 0.01%
Prop, Pref, Trend 82.27 ± 0.01% 80.98 ± 0.05% 61.99 ± 0.10%