Demographics Classification on Longitudinal Wearable Sensor Waveforms
0.992AUROCWavesFM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| WavesFMSub-task=sex male, Positive Samples=12542026.05 | 0.992 | 0.966 | |
| PulsePPGSub-task=sex male, Positive Samples=12542026.05 | 0.972 | 0.891 | |
| AnyPPGSub-task=sex male, Positive Samples=12542026.05 | 0.963 | 0.886 | |
| WavesFMSub-task=Mean (Demographics)2026.05 | 0.952 | 0.86 | |
| WavesFMSub-task=older age (age ≥ 50), Positive Samples=4472026.05 | 0.951 | 0.829 | |
| PaPaGeiSub-task=sex male, Positive Samples=12542026.05 | 0.934 | 0.798 | |
| WavesFMSub-task=obesity (BMI ≥ 30), Positive Samples=7272026.05 | 0.913 | 0.787 | |
| AnyPPGSub-task=older age (age ≥ 50), Positive Samples=4472026.05 | 0.902 | 0.743 | |
| PulsePPGSub-task=older age (age ≥ 50), Positive Samples=4472026.05 | 0.901 | 0.73 | |
| PulsePPGSub-task=Mean (Demographics)2026.05 | 0.901 | 0.764 | |
| AnyPPGSub-task=Mean (Demographics)2026.05 | 0.893 | 0.767 | |
| PaPaGeiSub-task=Mean (Demographics)2026.05 | 0.857 | 0.716 | |
| PaPaGeiSub-task=older age (age ≥ 50), Positive Samples=4472026.05 | 0.854 | 0.72 | |
| PulsePPGSub-task=obesity (BMI ≥ 30), Positive Samples=7272026.05 | 0.829 | 0.67 | |
| AnyPPGSub-task=obesity (BMI ≥ 30), Positive Samples=7272026.05 | 0.813 | 0.672 | |
| PaPaGeiSub-task=obesity (BMI ≥ 30), Positive Samples=7272026.05 | 0.782 | 0.629 |