Table 12 Detailed classification results (F1-score) using dictionary features with the best classifier. Results on WH+TW are averaged on ten samples
From: Analysis and classification of privacy-sensitive content in social media posts
Dataset | Best class. | F1(sens.) | F1(non-sens.) | F1(macro) |
|---|---|---|---|---|
SENS2 | RF | 0.53 | 0.78 | 0.66 |
SENS3 | LR | 0.62 | 0.82 | 0.72 |
OMC | RF | 0.75 | 0.56 | 0.66 |
WH+TW | RF | 0.70 ± 0.01 | 0.84 ± 0.00 | 0.78 ± 0.01 |