Suicidal Ideation and Mental Disorder Detectionwith Attentive Relation Networks
Table 7: Comparison of different models on Reddit SWMH collection, where precision, recall, and F1 score are weighted average.
['Model', 'Accuracy', 'Precision', 'Recall', 'F1']
5.2.2 Reddit SWMH Then, we perform experiments on the Reddit SWMH dataset, which contains both suicidal ideation and mental health issues to study the predictive performance of our model. It is a larger dataset with more instances when compared with the UMD dataset. Experiments on this dataset show the relational encoding capacity of RN for mental health related texts with similar characteristics.