Table 1 Test AUC for predicting weeks 16–30 using the fitted model
From: Applying machine learning to predict future adherence to physical activity programs
Week | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 |
|---|---|---|---|---|---|---|---|---|
LR | 0.932 | 0.861 | 0.900 | 0.893 | 0.892 | 0.925 | 0.884 | 0.916 |
SVM | 0.905 | 0.866 | 0.886 | 0.879 | 0.882 | 0.900 | 0.862 | 0.894 |
Week | 24 | 25 | 26 | 27 | 28 | 29 | 30 | Mean |
LR | 0.876 | 0.920 | 0.912 | 0.900 | 0.900 | 0.915 | 0.899 | 0.902 |
SVM | 0.825 | 0.900 | 0.904 | 0.885 | 0.905 | 0.889 | 0.899 | 0.886 |