Table 3 F1-Score comparison for different feature groups.
From: Optimal Multi-Stage Arrhythmia Classification Approach
F1-Score | Dataset of patients without additional cardiac conditions | Dataset of patients with additional cardiac conditions | Difference |
|---|---|---|---|
Feature Group 1 | 0.962 | 0.937 | 0.025 |
Feature Group 2 | 0.983 | 0.949 | 0.034 |
Feature Group 3 | 0.987 | 0.961 | 0.026 |
Feature Group 4 | 0.986 | 0.963 | 0.023 |
Feature Group 5 | 0.987 | 0.970 | 0.017 |
Feature Group 6 | 0.887 | 0.868 | 0.019 |
Feature Group 7 | 0.984 | 0.956 | 0.028 |
Feature Group 8 | 0.988 | 0.965 | 0.023 |
Feature Group 9 | 0.972 | 0.954 | 0.018 |
Feature Group 10 | 0.983 | 0.965 | 0.018 |
Feature Group 11 | 0.987 | 0.968 | 0.019 |
