Group | Steps | Correlation | Difference | |||
---|---|---|---|---|---|---|
Algorithm | Mean (sd) | r | p-value | Mean (sd) | p-value | MAPE (%) |
Low-med | ||||||
Yamax | 7783 (4248) | - | - | - | - | - |
ALn | 8037 (4064) | 0.88 | < 0.001 | 254 (2078) | 0.04 | 17 |
ALlfe | 14,452 (5474) | 0.83 | < 0.001 | 6669 (3050) | < 0.001 | 88 |
GGIR | 6654 (3978) | 0.77 | < 0.001 | -1129 (2800) | < 0.001 | 28 |
High | ||||||
Yamax | 16,773 (7409) | - | - | - | - | - |
ALn | 16,375 (7324) | 0.94 | < 0.001 | -398 (2645) | 0.008 | 9 |
ALlfe | 23,624 (7962) | 0.87 | < 0.001 | 6851 (3886) | < 0.001 | 43 |
GGIR | 9361 (4199) | 0.45 | < 0.001 | -7412 (6665) | < 0.001 | 48 |