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Selection of M in FPCA and its effect on predictive performance in terms of Brier score and AUC
| Selection of M | LM-FPCA | ||
|---|---|---|---|
|
| |||
| M | Variation Explained (%) | Brier Scores (1e-2) | AUC Values (1e-1) |
|
| |||
| 1 | 68.60 | 0.479 | 6.379 |
| 2 | 90.40 | 0.491 | 6.704 |
| 3 | 96.00 | 0.489 | 6.856 |
| 4 | 99.80 | 1.057 | 6.769 |
| 5 | 99.85 | 1.781 | 6.536 |
| 6 | 99.90 | 5.981 | 6.538 |
