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. 2017 Mar 22;7:45141. doi: 10.1038/srep45141

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).