Table 6 Experimental performance metric of stressors recognition on different types of word embedding for both exact and inexact match. CRF: Conditional Random Fields. Bold number denotes the largest number in that column
From: Extracting psychiatric stressors for suicide from social media using deep learning
| Â | Precision | Recall | F-1 measure | |||
|---|---|---|---|---|---|---|
| Â | exact | inexact | exact | inexact | exact | inexact |
GloVe Twitter 50 | 0.4868 | 0.6843 | 0.4765 | 0.6745 | 0.4816 | 0.6794 |
GloVe Twitter 100 | 0.5822 | 0.7123 | 0.4906 | 0.6057 | 0.5325 | 0.6546 |
GloVe Twitter 200 | 0.5248 | 0.6808 | 0.4977 | 0.6484 | 0.5108 | 0.6642 |
CRF | 0.600 | 0.784 | 0.398 | 0.572 | 0.478 | 0.661 |