Table 4 Overview of data set (the cells indicate the number of examples per label and data type)
From: Monitoring stance towards vaccination in twitter messages
| Â | Â | Training data | |||
|---|---|---|---|---|---|
Labeling | Labels | Strict | Strict + Lax | Strict + One | Strict + Lax + One |
Binary | Negative | 343 | 1,188 | 534 | 1,379 |
| Â | Other | 2,543 | 5,358 | 4,074 | 6,889 |
Irrelevance filter | Negative | 343 | 1,188 | 534 | 1,379 |
| Â | Irrelevant | 633 | 633 | 1,077 | 1,077 |
| Â | Other | 1,910 | 4,725 | 2,997 | 5,812 |
Polarity | Negative | 343 | 1,188 | 534 | 1,379 |
| Â | Positive | 1,312 | 2,693 | 1,835 | 3,216 |
| Â | Neutral | 345 | 1,271 | 623 | 1,549 |
| Â | Not Clear | 253 | 761 | 539 | 1,047 |
| Â | Irrelevant | 633 | 633 | 1,077 | 1,077 |
Polarity + Sentiment | Negative | 343 | 1,188 | 534 | 1,379 |
| Â | Positive + Frustration | 392 | 726 | 560 | 894 |
| Â | Positive + Information | 300 | 1,084 | 513 | 1,297 |
| Â | Positive + Other | 620 | 879 | 762 | 1,021 |
| Â | Neutral | 345 | 1,271 | 623 | 1,549 |
| Â | Not clear | 253 | 761 | 539 | 1,047 |
| Â | Irrelevant | 633 | 633 | 1,077 | 1,077 |