See and Read: Detecting Depression Symptoms in Higher Education Students Using Multimodal Social Media Data
Table 4: Hyperparameters used in the learning process. *The number of MLP hidden units is always half of the input features when not used for classification.
['[BOLD] Name', '[BOLD] Value', '[BOLD] Name', '[BOLD] Value']
We perform a 10-fold cross-validation over all experiments, and report the average metrics across all the folds. We train all models with the SGD optimizer. Next, we first show the most important features with the linear SVM coefficients; then, we show models’ predictions results.