Table 1 Comparison of prediction performance: classic EEG features vs. ROCKET-derived features
From: Comparative analysis of ROCKET-driven and classic EEG features in predicting attachment styles
Metrics | Classic Features | ROCKET Features |
|---|---|---|
True Positive (Insecure) | 981 | 1114 |
False Negative (Insecure) | 259 | 126 |
False Positive (Secure) | 39 | 34 |
True Negative (Secure | 321 | 326 |
True Positive Rate | 79.11% | 88.41% |
True Negative Rate | 89.17% | 90.56% |
Positive Predicted Value | 96.18% | 97.04% |
False Discovery Rate | 3.82% | 2.96% |
Prediction Accuracy | 81.37% | 87.5% |