Table 2.
Comparison of DKG-CMR and baseline model performance (Independent samples t-test, cohen’s d = 1.24).
| Metric | DKG-CMR | Baseline | Improvement | Mean Diff 95% CI | Cohen’s d (95% CI) |
|---|---|---|---|---|---|
| F1-score | 0.91*** | 0.68 | 33.7% | [0.89,0.93] | 1.24[1.01,1.47] |
| Response time (s) | 1.45*** | 2.97 | 51.2% | [1.43, 1.59] | 1.68[1.41,1.95] |
F1-score comparisons were tested by Levene’s chi-square test (F = 2.17, p = 0.14); *p < 0.05, **p < 0.01, ***p < 0.001; response latency is in seconds (s); performance improvement = (DKG-CMR-baseline)/baseline × 100% (refer to IEEE Performance Reporting Standard, 2023)27.