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% |