Heart Failure status classification on LIPT scheme
99.7AccuracyPSE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PSEFeatures=RASTA+HF-voice B2026.02 | 99.7 | 99.7 | 99.8 | 99.7 | 99.7 | |
| PSEFeatures=RASTA2026.02 | 99.5 | 99.5 | 99.6 | 99.5 | 99.5 | |
| PSEFeatures=RASTA+HF-voice A2026.02 | 99.5 | 99.8 | 99.7 | 99.5 | 99.6 | |
| PSEFeatures=Rhythm2026.02 | 99.3 | 99.4 | 98.7 | 99.4 | 99.3 | |
| PSEFeatures=all2026.02 | 97.7 | 97.9 | 95.8 | 97.9 | 97.7 | |
| PSEFeatures=MFCC2026.02 | 97.7 | 97.8 | 96.3 | 97.8 | 97.7 | |
| PSEFeatures=Quality2026.02 | 88.7 | 88.7 | 91.7 | 88.3 | 88.5 | |
| FNNFeatures=HF-voice B2026.02 | 81.8 | 85 | 77.3 | 86.4 | 81.8 | |
| FNNFeatures=HF-voice A2026.02 | 77.3 | 75 | 81.8 | 72.7 | 77.2 | |
| XGBoostFeatures=HF-voice A2026.02 | 75 | 72 | 81.8 | 68.2 | 74.9 | |
| XGBoostFeatures=HF-voice B2026.02 | 70.5 | 71.4 | 68.2 | 72.7 | 70.4 | |
| PSEFeatures=HF-voice B2026.02 | 65.2 | 61.9 | 57.1 | 64.8 | 64.2 | |
| PSEFeatures=HF-voice A2026.02 | 64.6 | 67.1 | 70.1 | 65.6 | 64.3 |