Table 2 Results of classifier
From: Simple action for depression detection: using kinect-recorded human kinematic skeletal data
Classifier | Accuracy | Precision | Sensitivity/Recall | Specificity | AUC |
|---|---|---|---|---|---|
SVM | 53.85% | 60.00% | 66.67% | 50.00% | 0.54 |
Logistic Regression | 61.54% | 66.67% | 66.67% | 57.14% | 0.54 |
Random Forest | 73.08% | 73.33% | 76.92% | 69.23% | 0.82 |
Gradient Boosting | 76.92% | 78.57% | 78.57% | 75.00% | 0.90 |