Lifestyle Classification on Longitudinal Wearable Sensor Waveforms
78.1AUROCWavesFM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WavesFMSub-task=freq alcohol, Positive Samples=3512026.05 | 78.1 | 63.5 | |
| WavesFMSub-task=active smoker, Positive Samples=1072026.05 | 76.5 | 59.9 | |
| WavesFMSub-task=Mean (Lifestyle)2026.05 | 68.9 | 57.8 | |
| AnyPPGSub-task=active smoker, Positive Samples=1072026.05 | 62.2 | 55.9 | |
| PulsePPGSub-task=active smoker, Positive Samples=1072026.05 | 62.2 | 54.2 | |
| WavesFMSub-task=freq sugar, Positive Samples=1912026.05 | 61.7 | 55.7 | |
| PulsePPGSub-task=freq alcohol, Positive Samples=3512026.05 | 61.6 | 52.3 | |
| AnyPPGSub-task=freq alcohol, Positive Samples=3512026.05 | 61.5 | 52 | |
| PaPaGeiSub-task=freq alcohol, Positive Samples=3512026.05 | 60.7 | 52.2 | |
| AnyPPGSub-task=always salt, Positive Samples=942026.05 | 59.6 | 50.3 | |
| AnyPPGSub-task=Mean (Lifestyle)2026.05 | 59.5 | 52.3 | |
| WavesFMSub-task=always salt, Positive Samples=942026.05 | 59.3 | 52 | |
| PulsePPGSub-task=Mean (Lifestyle)2026.05 | 59.2 | 52.2 | |
| PulsePPGSub-task=always salt, Positive Samples=942026.05 | 58.4 | 50.9 | |
| PaPaGeiSub-task=Mean (Lifestyle)2026.05 | 58.3 | 51.7 | |
| PaPaGeiSub-task=always salt, Positive Samples=942026.05 | 57.8 | 50.5 | |
| PaPaGeiSub-task=active smoker, Positive Samples=1072026.05 | 57.6 | 52.8 | |
| PaPaGeiSub-task=freq sugar, Positive Samples=1912026.05 | 57.1 | 51.2 | |
| AnyPPGSub-task=freq sugar, Positive Samples=1912026.05 | 54.9 | 51.2 | |
| PulsePPGSub-task=freq sugar, Positive Samples=1912026.05 | 54.7 | 51.6 |