Mental Health Prediction Using Machine Learning: Taxonomy, Applications, and Challenges

Table 2

Summary of mean F1-score for text features.

Algorithms	Mean F1-score
Gaussian process classification	0.71
Logistic regression	0.69
Neural networks	0.68
Random forest	0.73
Support vector machine	0.72
XGBoost	0.69
K-nearest neighbours	0.67