Table 2. Evaluation results for the binary classification of mental health posts using all classifiers.
FF | CNN | Linear | SVM | |
---|---|---|---|---|
Precision | 92.05% | 91.76% | 87.31% | 88.50% |
Recall | 88.83% | 89.83% | 83.57% | 81.75% |
FM | 0.90 | 0.91 | 0.85 | 0.85 |
Accuracy | 90.78% | 91.08% | 86.01% | 85.87% |
FF = Feed Forward, CNN = Convolutional Neural Network, SVM = Support Vector Machine. FM = F-measure (harmonic mean of precision and recall).